spb/wp35_uqo

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

modified README.md +10 −10

				@@ -3,7 +3,7 @@
3		3
4	**UQO Working Paper No. 35** — *A pre-registered test of coordination demand, institutional capacity, and instability in historical and modern societies, with a formal framework and agent-based experiments*	4	**UQO Working Paper No. 35** — *A pre-registered test of coordination demand, institutional capacity, and instability in historical and modern societies, with a formal framework and agent-based experiments*
5		5
6	−[-b31b1b?logo=latex&logoColor=white)](paper/main.pdf)	6	+[-b31b1b?logo=latex&logoColor=white)](paper/main.pdf)
7	[](pyproject.toml)	7	[](pyproject.toml)
8	[](data/raw/README.md)	8	[](data/raw/README.md)
9	[](Makefile)	9	[](Makefile)
				@@ -11,7 +11,7 @@
11	[](https://uqo.ca)	11	[](https://uqo.ca)
12	[](mailto:simon-pierre.boucher@uqo.ca)	12	[](mailto:simon-pierre.boucher@uqo.ca)
13		13
14	−> **TL;DR** — Can the mismatch between a society's coordination *demand* (scale) and its coordination *capacity* (administration, standardized rules and money, communication infrastructure, record-keeping) predict instability? Under a pre-registration frozen before any outcome was examined, we built the indices from Seshat Polaris-2026 (626 polities, 127 CrisisDB crises with pre-crisis predictors), the Ethnographic Atlas (1,291 societies) and a V-Dem/Maddison panel (14,637 country-years, 2,692 events). Capacity and scale are positively associated everywhere. The mismatch index is positively associated with crisis severity (0.20 log-odds/SD) and modern instability onsets (0.40/SD), stable across regions and eras — **but fails the pre-registered test**: it does not beat the scale-only baseline (Seshat) or the capacity-only baseline (modern) out of sample, a placebo does as well, past events load on it as strongly as future ones, and an Oster adjustment flips its sign. Five theorems make "institutions as codes" precise; 6,632 agent-based runs confirm them in silico and locate where institutions hurt (unpaid set-up, saturated hierarchies, unstructured task spaces). The universal theory is not supported; the narrower paper is what we wrote.	14	+> **TL;DR** — Can the mismatch between a society's coordination *demand* (scale) and its coordination *capacity* (administration, standardized rules and money, communication infrastructure, record-keeping) predict instability? Under a pre-registration frozen before any outcome was examined, we built the indices from Seshat Polaris-2026 (626 polities, 127 CrisisDB crises with pre-crisis predictors), the Ethnographic Atlas (1,291 societies) and a V-Dem/Maddison panel (14,637 country-years, 2,692 events). Capacity and scale are positively associated everywhere. The mismatch index is positively associated with crisis severity (0.20 log-odds/SD) and modern instability onsets (0.39/SD), stable across regions, eras and cultural spheres — **but fails the pre-registered test**: it does not beat the scale-only baseline (Seshat) or the capacity-only baseline (modern) out of sample, the equal-and-opposite restriction it imposes is rejected in the modern panel, a placebo is not distinguishable from it in Seshat, past events load on it nearly as strongly as future ones, and it is not robust to an Oster-type adjustment; higher capacity even predicts shorter polity durations in Seshat. Five theorems make "institutions as codes" precise; 6,632 agent-based runs confirm them in silico and locate where institutions hurt (unpaid set-up, saturated hierarchies, unstructured task spaces). The universal theory is not supported; the narrower paper is what we wrote.
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16	---	16	---
17		17
				@@ -41,14 +41,14 @@ Pr(Y456 in (t,t+5]) = Λ(α + β P_it + γ'X_it + μ_r + τ_t) # modern onsets
41	|---|---|	41	|---|---|
42	| corr(z(D), z(K)) across Seshat polities | 0.84 — P retains 17% of the joint variance |	42	| corr(z(D), z(K)) across Seshat polities | 0.84 — P retains 17% of the joint variance |
43	| H1 Seshat: D on K (region + era FE) | 0.75 SD per SD of K (SE-based 95% CI excludes 0); EA: 0.70 log community size per jurisdictional level; modern within-country 0.15 |	43	| H1 Seshat: D on K (region + era FE) | 0.75 SD per SD of K (SE-based 95% CI excludes 0); EA: 0.70 log community size per jurisdictional level; modern within-country 0.15 |
44	−| H2-A Seshat crisis severity, β_P | 0.196 (SE 0.056, n = 127); with covariates 0.204 (0.085, n = 87); scale-only 0.257 (0.138); placebo 0.257 (0.138) |	44	+| H2-A Seshat crisis severity, β_P | 0.196 (SE 0.056, n = 127); with covariates 0.243 (0.086, common sample n = 93); scale-only 0.416 (0.173); D and K separately 0.44 / −0.13 (Wald β_D+β_K=0: p = 0.22); placebo 0.192 (0.166) vs P 0.290 (0.079) with the same controls |
45	−| H2-A out of sample | beats FE-only / K-only / complexity in ≥ 80% of folds; **not** scale-only (75%), persistence (69%), D+K (75%); loses to scale alone in 7/10 leave-region-out folds |	45	+| H2-A out of sample (50 polity-blocked folds) | beats FE-only / K-only / complexity in 84–86% of folds; **not** scale-only (42%), persistence (78%), D+K (44%); loses to scale alone in 8/10 leave-region-out folds |
46	−| H2-C modern Y456, β_P | 0.398 (0.089, n = 14,637); capacity-only −0.632 (0.126); negative control (past events) 0.436 vs forward 0.475; Oster-adjusted −0.024; RV = 0.07 |	46	+| H2-C modern Y456, β_P | 0.392 (0.089, n = 14,637; 901 distinct event-years); capacity-only −0.631 (0.131); D and K separately 0.17 / −0.70 (Wald β_D+β_K=0: p < 0.001); negative control (past events) 0.436 vs forward 0.475 (passes the literal rule by < 1 SE); Oster-adjusted −0.030; RV = 0.07 |
47	−| H2-C out of sample | never beats capacity-only (forward chaining 0/2; LORO 1/6 log-lik) |	47	+| H2-C out of sample | beats capacity-only in 1/3 forward-chaining splits and 1/6 leave-region-out folds (log-lik) |
48	−| H4 threshold | Seshat: hinge/spline beat linear in 10%/8% of folds; modern: 80%/87% but +0.001 nats (negligible) |	48	+| H4 threshold | Seshat: hinge/spline beat linear in 10%/8% of folds (rejected); modern: 73%/80% — spline meets the rule exactly, +0.003 nats (not rejected, small) |
49	| H5 | β_P positive in every held-out macro-region, era, region and period |	49	| H5 | β_P positive in every held-out macro-region, era, region and period |
50	−| Y2 polity hazard / Y3 succession | no association with P (HR 1.00–1.03) |	50	+| Y2 polity hazard / Y3 succession | no association with P (HR 1.00–1.03); **K associated with higher hazard** (HR 1.75; 1.71 with a periodization control) |
51	−| H3 (SIMULATED) | norms/records lower operating bits per success in 99.7% / 71% of paired runs and raise success in 99.3% / 100%; central hierarchy at half capacity: success −0.44; a 200-bit code is repaid only with s = 256, Zipf 1.5, T = 160; stale-code penalty 1.90 bits vs KL 1.98 |	51	+| H3 (SIMULATED) | norms/records lower operating bits per success in 99.7% / 71% of paired runs (success effects are parameters of the model); at equal budgets, central hierarchy at half the load: success −0.49, federated −0.29; a 200-bit code is repaid only with s = 256, Zipf 1.5, T = 160; stale-code penalty 1.90 bits/recipient vs KL 1.98 |
52		52
53	## 🗂 Repository layout	53	## 🗂 Repository layout
54		54
				@@ -139,4 +139,4 @@ Simon-Pierre Boucher — simon-pierre.boucher@uqo.ca — Département des scienc
139		139
140	## 📝 Notes	140	## 📝 Notes
141		141
142	−Numbering: WP 35 (next free number after WP 34). Category folder `economie/` created for this paper. Adversarial reviews and responses: `docs/reviews/`. Final audit: `results/logs/final_research_audit.md`.	142	+Numbering: WP 35 (next free number after WP 34). Category folder `economie/` created for this paper. Adversarial reviews (institutional economist, historical anthropologist, computational social scientist) and the response: `docs/reviews/` — they found real defects (a tautological placebo, silently failed CV folds, mislabelled rows, un-run robustness variants, simulation accounting) that were corrected (amendments A-002 to A-007 in `research/decisions.md`). Final audit: `results/logs/final_research_audit.md`.

modified configs/regions.yaml +13 −0

				@@ -18,3 +18,16 @@ era_blocks: # CE years, applied to the polity midpoint (start_year+end_year)/2
18	- {name: "1001-1500", min: 1001, max: 1500}	18	- {name: "1001-1500", min: 1001, max: 1500}
19	- {name: "1501-1800", min: 1501, max: 1800}	19	- {name: "1501-1800", min: 1501, max: 1800}
20	- {name: "post-1800", min: 1801}	20	- {name: "post-1800", min: 1801}
		21	+# Alternative hold-out scheme added after the historical-anthropologist review (A-002): cultural spheres rather than
		22	+# geography (Sahel with sub-Saharan Africa; Southeast Asia separated from Oceania; steppe separated from Southwest Asia).
		23	+cultural_spheres:
		24	+ Europe: [Western Europe, Southern Europe, Central Europe, Northern Europe, Eastern Europe, Southeastern Europe]
		25	+ West_Asia_North_Africa: [Anatolia-Caucasus, Mesopotamia, Levant, Iran, Arabia, Afghanistan, Northeast Africa, Maghreb]
		26	+ Steppe_Central_Asia: [Turkestan, Mongolia, Siberia, Pontic-Caspian]
		27	+ South_Asia: [North India, Southern India, Eastern South Asia, Pakistan, Sri Lanka]
		28	+ East_Asia: [North China, South China, Northeast Asia]
		29	+ Southeast_Asia: [Mainland Southeast Asia, Maritime Southeast Asia]
		30	+ Oceania: [Polynesia, New Guinea]
		31	+ Sub_Saharan_Africa: [West Africa, East Africa, Central Africa, Southern Africa, Sahel]
		32	+ Mesoamerica_North_America: [Mexico, Mississippi Basin, Western North America, East Coast, Caribbean]
		33	+ Andes_Amazonia: [Andes, Amazonia]

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		1	+# Response to the three adversarial reviews — WP35 (2026-11-01)
		2	+
		3	+The three reviews (`review_institutional_economist.md`, `review_historical_anthropologist.md`,
		4	+`review_computational_social_scientist.md`) were produced by independent reviewer personas with access to the full
		5	+repository. All three recommended **major revision**. None endorsed the paper, and none was asked to. This document lists
		6	+each substantive point, what was done, and what was not done and why. Every change is logged as an amendment (A-002 to
		7	+A-007) in `research/decisions.md`; analyses were rerun; the manuscript was recompiled (80 pages).
		8	+
		9	+## A. Defects acknowledged and fixed (reruns performed)
		10	+
		11	+| # | Reviewer | Point | Action |
		12	+|---|---|---|---|
		13	+| 1 | Anthropologist, Economist | Five robustness variants announced in the text (range bounds, inferred codes dropped, within-era/region standardization, ranks) had **never been computed** at the crisis level: the code skipped missing columns silently; the text cited a table that did not contain them. | Variants built at the crisis level (`build_indices.py`), estimated, tabulated (Table 10): all positive, 0.13–0.27. Rule-1 violation logged (A-002). |
		14	+| 2 | Economist | The Seshat **placebo was a tautology**: `P_placebo = z(D) − z(X_prod_infra)` fitted with `X_prod_infra` as a control is an exact reparametrization of the scale-only baseline (identical coefficient 0.2572…, SE, log-likelihood). | Placebo now fitted without the production-infrastructure control, with `P` fitted on identical controls for comparison: placebo 0.19 (SE 0.17) vs P 0.29 (SE 0.08). Abstract and text changed from "performs comparably" to "not distinguishable from P" (A-006). |
		15	+| 3 | Economist, CSS | **Silently failed CV folds**: the first forward-chaining split (train ≤ 1945) failed for every model (a region absent in training); 14 Seshat model-folds failed similarly; the text reported "three splits" and "fifty folds". | Test rows with fixed-effect levels unseen in training are now mapped to the training mode (`common.map_unseen_levels`); all 3 forward splits and all 50 Seshat folds run; counts corrected (A-004). |
		16	+| 4 | Economist | Seshat k-fold not blocked by polity (16 polities with several crisis records share identical predictors). | Folds blocked by polity in all Seshat cross-validation (A-004). |
		17	+| 5 | Economist | `epidemic_v` used as a covariate is itself a CrisisDB consequence item. | Dropped from the control set; pre-registration deviation logged (A-006). |
		18	+| 6 | Economist | Baselines fitted on different samples (n = 87–127) while the text said "same observations". | All covariate specifications and baselines now fitted on a common sample (n = 93); A1 (n = 127) kept and labelled. |
		19	+| 7 | Economist | Row "A3: Y1 ~ P + D + K" was mislabelled (it conditions on the complexity component); modern "C3: P given K" is algebraically B5. | Relabelled; C3 described as the reparametrization of B5 that it is. |
		20	+| 8 | Economist | P imposes β_D = −β_K; the unrestricted model is the right object. | Wald test of β_D + β_K = 0 added in both panels: not rejected in Seshat (p = 0.22, because β_K is imprecise), rejected in the modern panel (p < 0.001). Reported in results and abstract. |
		21	+| 9 | Economist, CSS | **Negative control and H4 misread** against the written rules: the negative control passes by the letter (0.44 < 0.48); the modern H4 rule was met. | Text now states the literal verdicts (negative control passes by < 1 SE; H4 "not rejected" in the modern panel, spline 12/15, +0.003 nats) with the interpretive caveats (A-007). |
		22	+| 10 | Economist | Holm correction asserted, never computed. | Computed (`holm_primary_tests.csv`): all three adjusted p < 0.001. Reviewer's point that H1-Seshat is an "unfailable" primary is accepted and noted in the limitations. |
		23	+| 11 | Economist | Measurement overlap: settlement hierarchy (D) and administrative levels (K) both measure hierarchy depth. | Overlap checks added (D without settlement hierarchy, K without administrative levels, both): β_P = 0.25 in all three. Presence-anywhere size bias of K acknowledged in limitations; not fixable with Polaris. |
		24	+| 12 | CSS | `t_since` imputed with the panel maximum for countries with no observed prior event. | Replaced by years since panel entry plus a left-censoring indicator in every modern specification (A-004). |
		25	+| 13 | CSS | Event count "2,692 instability events" are overlapping windows. | Abstract and text now give 2,692 event windows, 901 distinct event-years in the estimation sample, 1,676 in the panel. |
		26	+| 14 | CSS | Simulation accounting: bits ignored relay hops; only the LCA administrator was charged; the capacity ratio was defined against a load that ignored withdrawn producers; federated module administrators each received the system-wide bandwidth; distribution shocks were a no-op in uniform cells; network-shock robustness of flat regimes was a floor effect. | Codeword bits charged on every hop; every administrator on the relay path charged; **equal total budget** for central and federated designs (ratio × expected relayed load of the central design, allocated to administrators in proportion to a warm-up measurement of load); shock statistics restricted to non-uniform cells; shock effects also reported by bandwidth. All 6,632 runs rerun; simulation section rewritten (A-005). Qualitative conclusions changed in one respect: central hierarchies are now expensive in bits (83 per success vs 25 for records) and federation is the only hierarchical design that survives a tight budget. |
		27	+| 15 | CSS | Theorem 1 check wrongly described: an optimal prefix code is never longer than the fixed-length code; only the (suboptimal) Shannon code used in the simulation can be. | Remark added after Theorem 1 in the paper; simulation text corrected. |
		28	+| 16 | CSS | Simulation "confirms" success effects that are parameters (eps = 0.25 vs 0.02 vs 0). | Section 8 rewritten: success rankings are explicitly described as parameter-driven (with the eps ablation showing the reversal at eps = 0.05); the measured content is the cost side. Abstract changed from "confirm them in silico" to "instantiate them in silico on the cost side". |
		29	+| 17 | Anthropologist | Severity share is not a scale (14 weakly correlated items); Hoyer et al. 2024 cited but not applied. | Item-level analysis added (Table 12): mean inter-item correlation 0.08, first eigenvalue 19%; P and D load on elite-political items (decline, assassination, deposition, successful revolution, civil war) and negatively on century-long conflict; collapse is present in 2 of 126 records. Text added. |
		30	+| 18 | Anthropologist | K saturates in the crisis sample, so P ≈ rescaled D. | Reported: crisis-sample K mean 0.71 (0.58 overall), 40% of records with K > 0.8, corr(P, D) = 0.63 and corr(P, K) = 0.02 within the sample (Table 5, last row). |
		31	+| 19 | Anthropologist | Cox result (higher K → shorter polities) dismissed in two sentences. | Periodization control (polities per NGA) added: it raises the hazard (HR 1.37) but K stays at HR 1.71 (p = 0.009). Text rewritten to report the result as running against the hypothesis, with candidate explanations left open; added to the abstract. |
		32	+| 20 | Anthropologist | Macro-region scheme pools culturally distinct areas (Sahel with North Africa; Angkor with Polynesia). | Cultural-sphere hold-out scheme added (`configs/regions.yaml`); H5 rerun: pooled coefficients 0.24–0.37 in every held-out sphere. The original geographic scheme is kept as pre-registered. |
		33	+| 21 | Anthropologist | "Pre-crisis predictors" overstated (3.6% of facts dated). | Abstract and data section reworded; dated share reported; label kept only for consistency with the pre-registration. |
		34	+| 22 | Anthropologist | Pre-registration says "13 items" but lists 14. | Typo acknowledged (A-003); the list governs. |
		35	+| 23 | Anthropologist, CSS | Equinox-2020 replication called "blocked" in the paper vs "not executed" in the audit; Appendix A claimed "no post-hoc amendments". | Both corrected: "not executed"; Appendix A now references amendments A-001 to A-007. |
		36	+| 24 | CSS | Diagnostic file `seshat_unparsed_values.csv` was empty. | Cause: a unit test called the parser on a one-row frame and overwrote the diagnostic; parser now takes `write_diag=False` in tests; file regenerated (132 rows). |
		37	+| 25 | CSS | pymc/arviz pinned but unused; `replication/` empty. | Removed from `pyproject.toml`; `replication/README.md` written. |
		38	+
		39	+## B. Points accepted but not fixable with the available data (stated in the paper)
		40	+- Historical comparability of presence codes across 13,000 years; "presence anywhere" codes mechanically increasing in
		41	+ territory; coder circularity between Polaris institutional codes and CrisisDB codes (Anthropologist, Economist).
		42	+- EA033 is itself a scalar-stress response, so H1-E replicates Carneiro (1967) rather than testing compression; EA031's
		43	+ open top category (Anthropologist). Stated in limitations.
		44	+- The modern K items correlate 0.75 with electoral democracy and are coded ex post (Economist). Stated; the democracy
		45	+ control and placebo remain the only available mitigations.
		46	+- Oster's δ = 1 is implausible when a control is a near-component of the regressor; RV lacks a benchmark (Economist).
		47	+ The sensitivity paragraph now says so and no longer uses the word "reverses" in the abstract.
		48	+- The D+K baseline nests the P model, so P cannot beat it in expectation (Economist). Stated in limitations; the Wald test
		49	+ of the restriction is now the primary object of that comparison.
		50	+- The hierarchy saturation is confirmed, not discovered (CSS). Stated.
		51	+
		52	+## C. Points not accepted, with reasons
		53	+- "The 80% rule could be gamed or is too harsh" (Economist): the rule was fixed before any result; we report fold-level
		54	+ results so that any other rule can be applied, and we note that the verdict is the same under a 50% rule against the
		55	+ scale-only baseline in Seshat (42%).
		56	+- "Transductive PCA/standardization before CV is leakage" (CSS): it is outcome-blind and absorbed by the GLM slope and
		57	+ intercept; the fold-internal check (`h2_seshat_cv_noleakage.csv`, A-001) shows the verdict unchanged. Both reviewers
		58	+ who raised it agreed it is immaterial for the logit; it would matter for variants that re-fit PC1 on the test fold,
		59	+ which none do.
		60	+- "Replace the geographic macro-regions by cultural spheres" (Anthropologist): added as an additional scheme, not as a
		61	+ replacement, because the geographic scheme was pre-registered.
		62	+
		63	+## D. What changed in the verdict
		64	+Nothing in the direction of the main conclusion: H1 holds as association; H2 fails the pre-registered out-of-sample rule
		65	+in both panels; H4 is rejected in Seshat and now reported as "not rejected, small" in the modern panel; H5 holds. Two
		66	+things became stronger against the hypothesis after the corrections: the restriction β_D + β_K = 0 is rejected in the
		67	+modern panel, and the Cox result (higher capacity, shorter polities) survives a periodization control. One thing became
		68	+weaker against it: the Seshat placebo, correctly specified, is weaker than P (0.19 vs 0.29) though not distinguishable
		69	+from it. The simulation conclusions changed in substance for the hierarchies (central designs are expensive and fragile at
		70	+equal budgets; federation is the surviving hierarchical design) and in framing for the success effects (parameters, not
		71	+findings).

added docs/reviews/review_computational_social_scientist.md +63 −0

				@@ -0,0 +1,63 @@
		1	+# Review of UQO Working Paper 35, "The Social Compression Hypothesis" (v1.0, November 2026)
		2	+
		3	+**Reviewer persona:** computational social scientist (agent-based modelling, information theory, ML validation, reproducibility).
		4	+**Examined:** `paper/main.pdf` (pp. 1–55, 66–73), `research/framework.md`, the simulation, econometrics and IRT sources, `tests/`, `Makefile`, `results/`. `.venv/bin/pytest -q` → **11 passed, 3 FutureWarnings, 1.0 s**.
		5	+
		6	+## 1. Summary
		7	+
		8	+The paper is unusually candid: it pre-registers a mismatch hypothesis, finds that the index adds nothing beyond its components, and says so. The pipeline is traceable (every table number I checked matches a file under `results/`), the theorems are correctly stated, and the EMPIRICAL/SIMULATED/CONJECTURE labelling is disciplined. My objections concern what the agent-based experiments are said to show. The simulation does not *test* Theorems 1–5; it hard-codes their premises (zero decoding error for records, a capacity parameter defined as a multiple of demand, bits that ignore relay hops, an acknowledgement round paid only by the flat regimes) and reports the consequences as findings. Several headline results are accounting artefacts or floor effects, and one theorem check in the text is wrong. On the econometric side there is a silent fold failure that contradicts the text, a one-third imputed regressor, and an "80% of folds" rule applied to two folds. None of this changes the negative verdict on H2; it changes what §8 and the abstract may claim.
		9	+
		10	+## 2. Major issues
		11	+
		12	+**M1. "Institutions raise success" is baked into the error parameters.** `model.py` lines 192–197: records/central/federated have `err = 0` by fiat; norms use `eps_code = 0.02`; "none" uses `eps·|dialect_i − dialect_j|` with `eps = 0.25`. Decode-failure shares in the main design are exactly these constants (none 0.096, norms 0.041, records 0; recomputed), and the `eps` ablation (Table 24, p. 49) shows the ranking reverses at `eps = 0.05`. Table 20's "higher success in 99.3% / 100% of pairs" (p. 45) restates the parameter order. The paper half-admits this (p. 49) yet the abstract says the experiments "confirm" the theorems. Fixable: sweep `eps_code` against `eps` and report where the ranking flips.
		13	+
		14	+**M2. Message and bit accounting differs by regime, and the differences drive the contrasts.** (a) *Acknowledgements:* `msgs_per_recip = 1 if use_records else 2` (line 200); none/norms also load the initiator's queue with k−1 acks (line 206). At `bandwidth = 2` this saturates the flat regimes: success is 0.14 (none) / 0.15 (norms) vs 0.94 (records) in bandwidth-2 cells, against 0.90 / 0.96 / 1.00 at bandwidth 8 (recomputed). Half the 864 pairs in Table 20 compare a saturated queue with an unsaturated one; that is where "records raise success by 0.43" comes from. (b) *Relay bits:* line 236 computes bits identically for records, central and federated, while messages count 2·(depth − LCA level) hops per recipient (lines 212–218). Table 26 (p. 72) shows bits/task = 15.5 for central at every N while messages go 8 → 16. "Indistinguishable from records in success and bits" (p. 45) and "bits per success are flat in N" are artefacts of not charging bits per hop. (c) Only the LCA administrator is charged load (line 224); intermediate administrators on the path carry none.
		15	+
		16	+**M3. `admin_capacity_ratio` is circular; the "phase transition" is Theorem 5(i) by construction.** Line 146 sets `admin_bandwidth = ratio × 2λN(k−1)`: capacity is defined as a multiple of expected root load. Table 23 / Figure 8a is then the deterministic Lindley recursion; the kink sits at ratio ≈ 0.75, not 1, because N/4 producers are withdrawn (lines 155–156), so the x-axis label "ρ⁻¹" is off by that factor. Federated never saturates even at ratio 0.25 (Table 23) because *every* module administrator receives the system-wide bandwidth (lines 174–175, 229) while handling one-eighth of the load; "federated routing degrades gracefully" (p. 46) is a gift of the parameterization. P. 54 concedes "confirmed, not discovered", but §8.3 and Table 25 present it as a result.
		17	+
		18	+**M4. The network-shock result is a floor effect with the wrong mechanism attached.** Table 22 and p. 46 say link removal lowers success by ≈0.08 under hierarchies and records "and by almost nothing under flat regimes" because load concentrates on surviving neighbours. Disaggregating the DiD by bandwidth (from `runs_main.parquet`): at bandwidth 8 the effect is 0.000 for every regime except federated-0.5 (−0.02); at bandwidth 2 it is −0.14/−0.15 for records/central/federated and −0.01 for none/norms — which are already at 14% success and cannot fall. The shock (line 166) also leaves the tree built from `pos` (line 150) untouched, so hierarchies are never disrupted.
		19	+
		20	+**M5. The distribution shock is a no-op in half its cells, and Table 22 juxtaposes incommensurable columns.** With `zipf = 0` the plan distribution is uniform and every cyclic shift gives D_KL = 0 (recomputed: 0.000 for zipf 0, 1.030 for zipf 1; "0.52" on p. 44 is their mean; the target of 1.0 is hit nowhere). In shocked cells the post-window holds 10 stale and 10 re-learned periods (`adapt_delay = 10`), so Δbits/task ≈ 2 recipients × ½ × KL ≈ KL: the "0.523 vs 0.515" equality is a coincidence of k−1 = 2 and a half-stale window, not a check of Theorem 3. The ablation with `adapt_delay = 1000` (1.90 vs 1.98 per recipient) is the genuine comparison, and it evaluates the identity E_q[⌈−log₂p⌉] − E_q[⌈−log₂q⌉] ≈ D_KL rather than testing anything.
		21	+
		22	+**M6. The Theorem 1 check on p. 46 is wrong.** "The Shannon code is *longer* than the six raw bits (6.24), which is the exception the theorem allows." Theorem 1(ii)–(iii) concerns the *optimal* prefix code, and L*_p ≤ ⌈log₂ s⌉ always, since the fixed-length code is prefix-free. The simulation uses Shannon lengths (line 74); `huffman_lengths` exists but is unused (line 78). Running it: s = 64, zipf 0.5 gives H = 5.78, Shannon 6.24, **Huffman 5.81 < 6**. The theorem allows no exception; the simulation's code does. Either restate Theorem 1 for Shannon codes or use Huffman in "norms".
		23	+
		24	+**M7. Theorem 4(i) is a straw man the simulation contradicts.** A k-participant task never costs N−1 messages (p. 16); flat regimes use 2–4 messages per task, hierarchies 7–16 (Table 26), so the remark "a hierarchy cuts the message cost from linear to logarithmic in N" (p. 17) is false for the simulated task process. Theorem 1(i)'s "codeless baseline" also presupposes an agreed fixed-length enumeration — itself a shared code — so "none" is a 6-bit code with noisy decoding.
		25	+
		26	+**M8. Welfare is uninformative about communication.** With `cost_per_bit = 0.002` and value 1 per successful participant, bits are ≈1% of welfare (recomputed). "Raise welfare in every pair" (p. 45) restates "raise success"; Table 21 (norms: welfare-loss 0.06, bits-loss 1.00) leaves the two metrics unreconciled.
		27	+
		28	+**M9. One of three forward-chaining splits failed silently; the text reports three.** `h2_modern_cv_folds.csv` rows 0, 3, 6, 9, 12, 15: the `train≤1945, test 1946–1975` split errored for every model ("predict requires that you use a DataFrame…" — region 4 has no training rows before 1946, so the region FE cannot be evaluated; lines 124–125 swallow the exception). Table 16 shows "Folds 2"; its caption says "three temporal splits" and p. 39 says "in any of the three temporal splits". A win share of 0.50 over two folds is one fold; the 80% rule is meaningless at n = 2 and marginal at n = 6. The Seshat 10×5-fold run lost 14 of 420 model-folds to the same error, hence "48" in Table 11.
		29	+
		30	+**M10. `t_since` is imputed for one third of the sample.** `h2_modern.py` line 198 fills "no prior observed event" with the *full-panel maximum* (2.18 = 218 years); 33% of country-years take that value (event rate 0.095 vs 0.232 elsewhere; recomputed from `modern_h2_sample.parquet`). The code comment says "flagged in the paper"; grep of `paper/sections/*.tex` finds no flag. This is a regressor-creating imputation inside the primary cubic, and the fill value uses future data in forward chaining. Use time since panel entry plus a left-censoring indicator.
		31	+
		32	+**M11. Leakage and amendment bookkeeping.** Standardizations, the D-index PCA loadings (`build_indices.py` lines 32–36, 98–99) and `P_placebo_z` (line 202) are fitted on the full sample before folds are formed. Z-scoring is prediction-invariant for a logit with intercept, so this is minor for C1/B1/B2, but it affects the PC1 and placebo variants and the composite weighting of P; the fold-internal refit (A-001) covers Seshat LORO only. Appendix A (p. 70) says "no post-hoc amendments"; `decisions.md` records A-001 as made "after seeing the main CV results". One must change. Modern LORO folds do drop region FE correctly (line 273).
		33	+
		34	+**M12. IRT.** The "mild priors" (p. 25) are log-normal sd 0.5 on a and N(0, 2²) on b with hard clips a ∈ [0.05, 8] (`irt.py` line 49); five items still sit at a = 8 (p. 71), a boundary signature of local dependence among the jointly-coded writing items. No Q3 or residual-correlation diagnostic is reported; a testlet/bifactor structure is the standard remedy. The invariance check quotes r = 0.88 but omits the mean absolute difficulty shift of 1.16 in `measurement_diagnostics.json` (Figure 9): the fits are not linked. Missingness is called MAR "by design" (docstring line 3) although coded-item count is itself a complexity proxy (Figure 1).
		35	+
		36	+**M13. Reproducibility.** Seeds are fixed and the simulation is deterministic (tested). But `make all` needs network for `fetch` and `paper` (`build_bib.py` line 55 calls Crossref); `n_jobs = 12` is hard-coded; `pymc`/`arviz` are pinned but unused; `replication/` holds only a README; `scripts/` (named in `CLAUDE.md`) does not exist; the "three adversarial reviews … included in the package" (p. 54) were absent before this one; tests cover no econometric script on data, no hierarchical accounting, and no paper-vs-results consistency.
		37	+
		38	+**M14. Number consistency.** Matching: Tables 20–24, 26 vs `simulation_summary.json`, `ablation_admin_capacity.csv`, `regime_by_N.csv`; Tables 14–16, 18–19 vs `h2_modern_*.csv`, `h4_modern_summary.json`; Table 5 vs `measurement_diagnostics.json`. **Mismatch:** the abstract and p. 37 say "2,692 instability events"; the files give 1,676 raw events (176 + 599 + 1,041, overlaps removed); 2,692 is the number of country-years whose five-year window contains an event (Table 14 note). Also p. 44's single "0.52 bits" (see M5).
		39	+
		40	+## 3. Minor issues
		41	+
		42	+- `n_admin` is capped at N/4 (line 156) while the tree has 73 (N = 200) or 585 (N = 800) internal nodes.
		43	+- `root_load_mean` is an end-of-period backlog (stock), labelled "Root load" (flow) in Table 23.
		44	+- Forward chaining scores 1976–2005 with the 1970 decade level (line 267); fair across models, but the calibration slopes are partly luck.
		45	+- H4 modern: 3 × 5 country-blocked folds re-partition the same countries; the 15 folds are not independent.
		46	+- FutureWarnings in `seshat.py` lines 86–88 will become errors in pandas 3.
		47	+
		48	+## 4. Questions to the authors
		49	+
		50	+1. Why do only the flat regimes pay an acknowledgement round, and what is the historical analogue of a record that removes both confirmation and decoding error?
		51	+2. What are the success and bit rankings when bits are charged per hop and load per intermediate administrator?
		52	+3. `h2_modern.py` line 259 calls the decade-FE substitution "pre-registered deviation A-001", but A-001 in `decisions.md` is the leakage check. Which is it, and where is the decade substitution logged?
		53	+4. How many of the 2,692 event-windows are a single event counted up to five times, and does country clustering absorb this mechanical autocorrelation?
		54	+
		55	+## 5. Recommendation
		56	+
		57	+**Major revision.** The empirical negative result is sound and valuable; the simulation section overstates what it shows. Mandatory changes:
		58	+
		59	+1. Rewrite §8 and the abstract so no simulation result is described as "confirming" or "testing" a theorem whose premise is a model parameter (M1, M3, M5); present the `eps`/`eps_code` and capacity-ratio sweeps as the actual content.
		60	+2. Fix the accounting — bits per hop, load per intermediate administrator, acknowledgement round as a regime-independent switch — re-run the main design, and report success and bits by bandwidth cell so floor effects (M2, M4) are visible.
		61	+3. Correct the Theorem 1 statement on p. 46 (M6): use Huffman lengths in "norms" or restate the theorem for Shannon codes.
		62	+4. Repair the failed forward-chaining split, report the number of folds actually run, and replace the `t_since` max-fill with a left-censored spell plus indicator (M9, M10); re-report Tables 14–16.
		63	+5. Reconcile Appendix A with `decisions.md`, correct "2,692 instability events" to event-windows, and add a test asserting that `paper/tables/*.tex` equal the `results/` files.

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		1	+# Review of UQO Working Paper 35, "The Social Compression Hypothesis" (v1.0, November 2026)
		2	+
		3	+**Reviewer persona:** historical anthropologist / archaeologist (Seshat, Ethnographic Atlas, comparative method, collapse literature).
		4	+**Materials read:** `paper/main.pdf` (abstract, §1–§2, §3 skimmed, §4–§7, §9–§11, appendices); `research/preregistration.md`; `research/measurement.md`; `data/metadata/data_dictionary.md`; `results/diagnostics/coverage_summary.json` and `seshat_coverage_by_variable.csv`; `results/empirical/h2_seshat_y2_y3.csv` and `h2_seshat_robustness.csv`; `src/wp35/harmonization/seshat.py`; `configs/regions.yaml`; spot checks on `data/processed/*.parquet`.
		5	+
		6	+## 1. Summary
		7	+
		8	+The paper reads institutions as compression devices, derives five textbook results (Shannon, Kraft, Cover–Thomas, Lindley/Loynes), and pre-registers a test of whether a demand–capacity "mismatch" index built from Seshat Polaris-2026 (and separately from V-Dem/Maddison) predicts instability. The honest headline is negative: the index adds nothing beyond polity scale in Seshat or beyond state capacity in the modern panel (§6.2, §7.1, §9.2). I commend the frozen pre-registration, the refusal to treat SU as absent, and the self-critical §5.5 and §10. But the problem is deeper than "the residual carries no signal." The capacity side is built from presence codes that saturate for exactly the polities that have CrisisDB records; the outcome is a share of fourteen non-commensurable, documentation-sensitive items whose very heterogeneity the paper's own cited source (Hoyer et al. 2024) establishes; "pre-crisis" is, by the authors' admission, mostly "whole-polity"; and the one secondary result that is strongly significant (capacity predicts *shorter* polities, HR 1.75, p = 0.005) is explained away in two sentences. The paper is salvageable as a measurement paper about what Seshat can support, but the historical part needs reworking.
		9	+
		10	+## 2. Major issues
		11	+
		12	+**M1. Comparability of "capacity" across 13,000 years and 42 regions.** `K` is the mean of four shares of presence codes (§4.3, p. 24). A `postal_station` coded P for Achaemenid Persia, the Roman *cursus publicus* and the Qing *yizhan* are the same unit of capacity, although their reach differs by orders of magnitude, and `road` P for a Mississippian chiefdom and for the Inca *qhapaq ñan* are the same. §10 concedes "existence, not reach" but does not draw the consequence: presence codes saturate. In the crisis sample `K_mean` averages 0.71 with 46% of records above 0.8 (my check on `seshat_h2_sample.parquet`), so within the sample that matters, `P = z(D) − z(K)` is approximately `z(D)` minus a near-constant. The main finding ("P predicts what D predicts", p. 34) is then close to a mechanical consequence of ceiling effects, not a discovery about mismatch. The IRT "invariance" check (Figure 9, p. 71; mean absolute difficulty difference 1.16 logits, almost every New-World point above the diagonal) shows non-invariance, not invariance; r = 0.88 of difficulty orderings is not measurement equivalence. Fixable in part: report K's variance within the crisis sample; the graded reach variables (`largest_communication_distance`, `fastest_individual_communication`: 27 and 11 polities) are too few, which is itself the point.
		13	+
		14	+**M2. Undated facts and the "pre-crisis predictors" claim.** The abstract says "127 CrisisDB crisis records with pre-crisis predictors." Only 2,503 of 56,274 facts are dated (Table 4); in the pre-crisis aggregates used for H2, 4.1% of facts are dated (my check on `seshat_precrisis_agg.parquet`), and `aggregate_polity(before_year=...)` in `seshat.py` keeps *every* undated fact. A fact dated 1500–1700 is dropped for a crisis in 1600 (`year_to < crisis_start`) while an undated "paper currency: P" that may post-date the crisis is kept. Two crises begin before the polity's `start_year` (`years_since_start = −28`) and twenty within 25 years. The strict dated-only test "was not estimable" (p. 53; audit line 45). Temporal precedence is not weak, it is absent for K; the abstract and §1 should say "whole-polity capacity." Fixable only in the text.
		15	+
		16	+**M3. CrisisDB is crisis-selected and the "severity share" is not a scale.** The selection caveat is stated (pp. 21, 53); what is never tested is whether the 14 items form one dimension. On `seshat_crisis.parquet` the mean inter-item correlation is 0.08 (range −0.22 to 0.80). `collapse` is present in 7 of 165 records and `century_plus` in 10 of 163; `civil_war` in 84 of 159, `uprising` 77 of 158, `depose` 70 of 146. The "severity share" is therefore a count of elite-political events (deposition, assassination, civil war, uprising) with a few rare catastrophic items thrown in at equal weight. Item-by-item, D correlates +0.26 with `assassination`, +0.25 with `depose`, +0.22 with `civil_war`, and −0.22 with `century_plus`, −0.06 with `collapse`. Large polities have emperors to assassinate, capitals to lose and elites to demote; a chiefdom that is conquered has nothing else to lose. "Decline" is not scale-independent either: it is coded SU for 42 records, the most of any item, so the denominator moves with documentation. Y1b has a 77% base rate and discriminates nothing (AUC 0.62–0.64 for every model, Table 11). Fixable: item-level models, a catastrophic vs. elite-political split, a dimensionality diagnostic; drop the word "severity."
		17	+
		18	+**M4. Coder circularity between Polaris institutional codes and CrisisDB.** §5.5 names it ("same project, overlapping historiography") but underestimates it. 26% of the facts behind the K items are inferred (IP/IA; 29% for the communication block; `seshat_coverage_by_variable.csv`: `full_time_bureaucrat` 147/434, `judge` 144/377, `courier` 91/311, `postal_station` 80/254). Inference in Seshat typically runs "a polity of this size/era must have had X," i.e. from scale to capacity, which contaminates H1 directly; it is the communication block, the most inferred, that carries the entire H1 association (Table 7, H1-S6: 1.09 vs. 0.15/−0.29/0.22). Worse, p. 32 claims the H2 coefficient is "stable under ... lower and upper range bounds, inferred codes dropped, within-era and within-region standardization, ranks" and points to Table 10, but Table 10 and `h2_seshat_robustness.csv` contain none of these rows (eleven variants, none of them). The labels exist in `h2_seshat.py` line 74, so the runs appear not to have produced output. Under the repository's own rule 1, that sentence must be removed or the rows produced.
		19	+
		20	+**M5. The polity as unit, chained polities, and the Cox result.** Seshat polities are periodization decisions (Qing 1/2 split at 1796, Tang 1/2 at 763, Habsburg 2 1649–1918 with three crisis records sharing one whole-polity P). Y2 and Y3 are pre-registered secondary outcomes and cannot be disowned after the fact; yet the one strong result in `h2_seshat_y2_y3.csv`, K_mean_z = 0.559 (SE 0.20, HR 1.75, p = 0.005; D null at 0.128), is dismissed in two sentences as "periodization" (p. 37). Either polity duration is an outcome, in which case capacity shortening polities contradicts the framework and agrees with Tainter, or it is not, in which case it should not have been pre-registered. Y3 is thin: `relationship_to_preceding` is None for 286 of 626 polities, and the 37 "discontinuities" include Yuan→Ming ("cultural assimilation") and Shang→Zhou ("elite migration"), which are not instability codes. Fixable: re-run Y2 without chained/quasi-polities and discuss it, or move Y2/Y3 to an appendix with a logged amendment.
		21	+
		22	+**M6. Galton's problem and `configs/regions.yaml`.** Ten macro-regions were fixed as "geographic only." Southwest_Asia pools Anatolia-Caucasus, Mesopotamia, Levant, Iran and Arabia: Hittites, Achaemenids, Umayyads and Hadramawt kingdoms share one fixed effect and one hold-out fold. Southeast_Asia_Oceania pools Angkor and Pagan with Polynesia and New Guinea; Central_Asia pools Siberia with Turkestan; Sahel sits in North_Africa while the Mali empire (`West Africa`) sits in Sub_Saharan_Africa. The real non-independence is cultural-historical: after c. 700 CE, Southwest Asia, Central Asia, North Africa and South Asia share Islamic administrative templates (coinage, qadi courts, barid); leave-one-macro-region-out does not remove that diffusion. Regional fixed effects with 42 clusters and 127 records (Europe 31, East Asia 26, Southwest Asia 21 = 61% of the sample; Sub-Saharan Africa 111 polities but 5 crisis records) are anti-conservative, as §10 admits. Fixable: add cultural-sphere (Islamic, Sinitic, Roman/Christian, Indic, Mesoamerican, Andean) blocks as a second hold-out scheme, and use NGA random effects as primary rather than alternative.
		23	+
		24	+**M7. Ethnographic Atlas.** EA031 "open categories use the bound" (data dictionary B), so everything above 50,000 is coded 50,000; and the Atlas includes archaic societies with focal years to −2000. EA033 (jurisdictional levels) is treated as "capacity" (p. 24), but for Johnson and Carneiro it is the *response* to scalar stress, a scale measure; H1-E reproduces Carneiro (1967) and Currie et al. (2010) and says nothing about compression. Glottolog families are a weak Galton control (Austronesian and Indo-European span oceans; many isolates are singleton clusters). Present EA as replication of a known regularity, not a third test.
		25	+
		26	+**M8. Engagement with Hoyer et al. (2024).** Cited twice (pp. 7, 10) for "no typical societal crisis," but the implication is never drawn: if consequences are heterogeneous and mutually uncorrelated, a summed share is not a severity measure (M3), and the paper is predicting an average of unrelated things. Hoyer et al. also find that administrative complexity does not predict consequences one at a time — which is the K-only null in Table 9 restated, and should be acknowledged as a replication, not a novelty.
		27	+
		28	+**M9. Alternative mechanisms for "larger polities have more severe crises."** Before any coordination mechanism a historian would offer: (i) documentation — more historiography means more items coded P rather than SU (`y1_n_coded` correlates 0.24 with D; coded SC facts 0.31); (ii) item relevance (M3); (iii) composition — multi-ethnic empires fragment because they have parts; (iv) frontier exposure scaling with territory (Turchin 2009); (v) elite overproduction scaling with elite size; (vi) crisis identification — CrisisDB episodes are delimited *because* consequences occurred. None is in §9.2, which stops at "Johnson's reading."
		29	+
		30	+**M10. Does "institutions as compression" add anything beyond scalar stress?** The paper concedes (§3.8, §9.1, p. 51) that no Shannon quantity is measured historically and that the simplest reading is Johnson's. Its one distinctive prediction — the stale-code penalty (Theorem 3): a fiscal or legal code optimized for one task distribution becoming costly after a shock (the Qing land-tax quota frozen in 1712, the Ottoman timar after the price revolution) — is never confronted with history. Without that, "compression" relabels Wright & Johnson (1975).
		31	+
		32	+## 3. Minor issues
		33	+
		34	+- Pre-registration §3.5 says "13 instability items" and lists 14; code and paper use 14. Log as an amendment.
		35	+- Table 4 reports 132 unparsed values but `results/diagnostics/seshat_unparsed_values.csv` is empty (header only); reconcile.
		36	+- `code_presence` maps "SA"/"SP" to missing without documenting them; `crisis_table()` has a no-op `epidemic_v` line.
		37	+- A polity's value for a presence variable with several facts is the mean across facts (A then P → 0.5), i.e. a time average, not status at the crisis; say so.
		38	+- Era blocks use the polity midpoint: Habsburg 2 is "post-1800" for a 1700 crisis.
		39	+- Table 12: "pooled" is the sample minus 5–13 records, so stability is near-guaranteed; the within-block column is the informative one and is mostly uncomputable.
		40	+- The Equinox-2020 replication (pre-registered robustness item 8) was simply not run (audit line 28); the paper calls it "blocked," which it was not.
		41	+- The 120 quasi-polities (p. 21, from −13,600) deserve a sentence, not only a sensitivity row.
		42	+
		43	+## 4. Questions to the authors
		44	+
		45	+1. What is the SD of K within the 127 crisis records, and what share of P's variance in that sample is D alone?
		46	+2. Where are the inferred-dropped, bounds, within-era, within-region and rank rows claimed on p. 32?
		47	+3. Which items does D predict when the 14 are modelled separately, and does the result survive excluding `depose`, `assassination`, `civil_war`, `uprising`?
		48	+4. How do you reconcile HR 1.75 for K with a framework in which capacity lowers breakdown probability?
		49	+5. Why is polity-level documentation (number of coded facts, or share SU) not a covariate given that it correlates with both D and the outcome denominator?
		50	+6. Would the H1 communication-block result survive dropping the 29% inferred codes in that block?
		51	+
		52	+## 5. Recommendation
		53	+
		54	+Major revision. The negative result is real and worth publishing, but the historical analysis currently overstates what was measured. Mandatory changes:
		55	+
		56	+1. Remove or substantiate the robustness claims on p. 32 that have no rows in Table 10 / `h2_seshat_robustness.csv` (inferred codes, bounds, standardization windows, ranks); produce the runs or strike the sentence.
		57	+2. Replace "pre-crisis predictors" (abstract, §1) with "whole-polity predictors" and report the dated-fact share in the H2 sample.
		58	+3. Report the outcome item by item and a dimensionality diagnostic; retire the single "severity share" as primary or justify it against Hoyer et al. (2024).
		59	+4. Treat the Cox result for K (HR 1.75) as a finding to be explained, with a chained-polity/quasi-polity exclusion, or formally amend the pre-registration to drop Y2/Y3.
		60	+5. Add a documentation covariate and a cultural-sphere hold-out scheme alongside the geographic macro-regions, and state explicitly that K is a saturated presence index within the crisis sample.

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		1	+# Referee report — UQO WP 35, "The Social Compression Hypothesis" (v1.0, Nov. 2026)
		2	+
		3	+**Reviewer persona:** senior institutional economist (transaction costs, state capacity, political economy of institutions, applied econometrics).
		4	+**Materials read:** `paper/main.pdf` (abstract, §1, §3–§7, §9–§11); `research/preregistration.md`, `measurement.md`, `identification.md`, `decisions.md`; the five result files named in the brief plus `h2_modern_cv_folds.csv`, `h2_seshat_cv_folds.csv`, `h2_seshat_cv_noleakage.csv`; `src/wp35/measurement/build_indices.py`, `src/wp35/econometrics/common.py`, `h2_seshat.py`, `h2_modern.py`, `leakage_check.py`.
		5	+
		6	+## 1. Summary
		7	+
		8	+The paper reads institutions as devices that compress the communication cost of coordination, formalises this in five standard information-theoretic results plus three conjectures (§3), and pre-registers a test of the empirical corollary: a mismatch index P = z(log D) − z(K) between coordination demand (scale) and coordination capacity (administration, rules/money, communication infrastructure, records) should predict instability beyond scale-only, capacity-only, complexity-only and persistence baselines, judged out of sample by an 80%-of-folds rule. On Seshat Polaris-2026 (127 CrisisDB records) and a V-Dem–Maddison panel (14,637 country-years), P is positively associated with crisis severity (0.20/SD, Table 9) and with five-year instability onsets (0.40/SD, Table 14), but fails the out-of-sample rule against scale alone (Seshat) and capacity alone (modern); a placebo performs comparably, the negative control loads as strongly as the forward test, and an Oster adjustment crosses zero. The paper concludes the universal framing is unsupported and keeps only "scale matters, capacity matters." The candour and pre-registration are welcome; the problems below concern whether the tests test what they claim.
		9	+
		10	+## 2. Major issues
		11	+
		12	+**M1. D and K are not substantively disjoint, and K is size-biased by construction.** The sets are *nominally* disjoint (prereg §3.1–3.2), but `settlement_hierarchy` (in D) and `administrative_level` (in K) are both hierarchy depth, and most K items are polity-level *presence-anywhere* codes (a road, a court, a coin "exists somewhere"). The probability that at least one instance exists rises mechanically with territory and population, so K is a saturating function of D before any economics enters. This, not only co-evolution, explains much of corr(D,K) = 0.84 (Table 5), makes the H1 "primary test" unfailable, and contaminates P at the measurement stage. The paper notes presence ≠ reach (p. 53) but not this implication. Fix: normalise presence items by log territory (item-level logit with a scale offset) or restrict K to intensity items, and re-run H1 with hierarchy items removed from both sides. K–Y overlap is also real in the modern panel: `v2svstterr` (territorial control) is close to a contemporaneous measure of civil war, and V-Dem coders rate K knowing what followed (acknowledged p. 53, not addressed).
		13	+
		14	+**M2. The Seshat placebo is a tautology.** `h2_seshat.py` line 37 defines `P_placebo = z(D) − z(X_prod_infra)`; line 54 fits it with `XS = X_warfare + X_prod_infra + epidemic_v` as controls. With `X_prod_infra` both inside the placebo and a free regressor, the model is an exact reparametrisation of B1 (D only + XS). `h2_seshat_primary.csv` confirms it: both coefficients equal 0.25723724…, with identical SE, n = 94 and log-likelihood −37.6295. The sentence "the placebo … is associated with severity at 0.26 — the same as scale alone" (p. 33) and the abstract's "a placebo index performs comparably" carry zero evidential content. Conceptually it is also poorly chosen: irrigation, markets and food storage are coordination institutions (Ostrom). The modern placebo (polyarchy for K, run without the polyarchy control, line 72) is valid.
		15	+
		16	+**M3. P is not a coherent economic object, and the paper already contains the better test.** ρ = D/K needs common units (Def. 4); P imposes the exchange rate 1 SD of D = 1 SD of K, which has no theoretical basis (the "Limitation" box, p. 13, concedes this). The empirical content of P is the restriction β_D = −β_K in z-units. B5 reports the unrestricted coefficients: Seshat 0.34 (SE 0.16) and −0.21 (SE 0.19); modern 0.17 (SE 0.07) and −0.71 (SE 0.14). In Seshat the restriction is *not* rejected and capacity has the predicted sign; in the modern panel it is rejected because capacity dominates. A Wald test of β_D + β_K = 0, or a capacity-shortfall index K − E[K | D] (orthogonal to scale by construction), would replace the fold-counting apparatus with one interpretable number. Also, C3 "P given K" is algebraically B5 (same log-likelihood −5627.075 in `h2_modern_primary.csv`) yet p. 38 presents it as a separate finding, and Table 9's row "A3: Y1 ~ P + D + K + X + FE" is mislabelled — the code (`h2_seshat.py` line 48) conditions on `complexity_pc1_z`; P + D + K would be perfectly collinear.
		17	+
		18	+**M4. Rival mechanisms are weakly represented.** The "warfare technology index" is a technology-presence share, not military competition (wars fought, neighbours' power) in the Tilly/Gennaioli–Voth sense; elite overproduction is absent (acknowledged); fiscal capacity is absent from Seshat K but inside modern K (`v2stfisccap`), so that rival is inseparable in both panels. Worse, `epidemic_v` is itself a CrisisDB consequence item coded with the outcome (`h2_seshat.py` line 26), so A2 conditions on a component of the outcome vector. Adding X drops 40 of 127 records (A2 n = 87) while B1–B4 use n = 93–100, so p. 28's "fitted on the same observations" holds in CV but not in Table 9.
		19	+
		20	+**M5. K–democracy collinearity, negative control and Oster: wrong lessons drawn.** corr(K, polyarchy) = 0.75; `v2elembcap`, `v2cltrnslw`, `v2clrspct` are components of V-Dem's liberal/electoral indices, so "controlling for polyarchy" partials out a near-component of K (C2 0.72 → C1 0.40). The negative control was pre-registered as "must not show a *stronger* association than the forward spec" (prereg §5.4). It did not: 0.44 (SE 0.10) past vs 0.48 (SE 0.10) future. By the authors' own rule it *passed*; p. 39's claim that "the pre-registration said in advance that a negative control of this kind would be read that way" is inaccurate — amend the rule (logged) or report the pass. The control is also uninformative on its own terms: instability destroys capacity (§3.8), so a backward association is expected under the hypothesis and under confounding alike. The Oster exercise treats the drop from adding polyarchy/GDP as proportional selection (δ = 1), implausible when the key observable is quasi-collinear with the regressor; the abstract's "an Oster adjustment reverses its sign" overclaims an assumption-laden point estimate. The Cinelli–Hazlett RV = 0.072 is twelve times P's partial R² of 0.006 and should be benchmarked against observed covariates.
		21	+
		22	+**M6. The 80% rule is a sign test with granularity problems, and the reported fold counts are wrong.** The rule ignores magnitude (mean Δ log-lik per observation +0.002 to +0.011 in Seshat, Table 11). With 10 LORO folds it means 8/10; with 6 modern regions 5/6 passes and 4/6 fails; with forward chaining it means "win both" — and the first forward split (train ≤ 1945) **failed for every model** with a statsmodels predict error (`h2_modern_cv_folds.csv`; `folds = 2` in `h2_modern_cv_wins.csv`), yet p. 39 says "in any of the three temporal splits" and Table 16's caption says "three temporal splits". Seshat's "fifty cross-validation folds" (p. 33) are 48 (rep0_fold1 and rep9_fold1 errored). Further: B5 (D + K) *nests* P, so requiring P to beat it out of sample asks a one-parameter restriction to beat its unrestricted version — P winning 75% of folds against B5 is mild evidence *for* the restriction; and random 5-fold CV is not blocked by polity although 16 polities contribute multiple records with identical undated whole-polity P (`load_crisis`), so LORO is the only clean scheme. Use paired fold-difference tests plus the Wald test (M3), repair the failed folds, and correct the text.
		23	+
		24	+**M7. Holm and the "three primary tests".** H1-Seshat cannot realistically fail (collinearity 0.84 was known from Turchin et al. 2017), so one of the three Holm-corrected primaries is a free pass. More seriously, the Holm correction is never computed: `common.py` defines `holm()` but no script calls it and no result file contains it; p. 32's "survives the Holm correction" is asserted, not produced. Since the binding criterion is the out-of-sample rule (no p-value), the multiple-testing apparatus is decorative. H4-modern met the pre-registered rule (hinge 12/15 = 0.80, spline 0.87, `h4_modern_summary.json`) but pp. 42–43 reinterpret it as "negligible" — a post-hoc deviation not logged in `decisions.md` (only A-001 is).
		25	+
		26	+**M8. Small-sample inference.** A2 fits about 20 parameters (10 macro-regions, 6 eras, 3 covariates) on 87 fractional observations with 31 clusters; no wild-cluster bootstrap or randomisation inference; Y1b needed era effects dropped for separation; the fractional logit does not weight by the number of coded items (3-item and 14-item records count equally); H5 within-block estimates on 5–13 records (Table 12) are noise.
		27	+
		28	+**M9. Leakage in cross-validation: real but immaterial.** `build_indices.py` fits the D loadings (`pc1_pairwise`, line 65), the z-scores of D and K (lines 88–89), the IRT item parameters (line 80) and the complexity PC1 (line 123) on the full polity sample before any fold is drawn; `cv_compare` in `common.py` then uses these fixed columns. This is transductive preprocessing, but it is outcome-blind, an affine rescaling of one regressor is absorbed exactly by the GLM slope and intercept, it is shared by every compared model, and the authors' own fold-internal check (`leakage_check.py`; `h2_seshat_cv_noleakage.csv`: P beats D-only in 2/10 vs 3/10) confirms the verdict is unchanged. The same logic covers modern forward chaining; say so once. The CV problems that matter are in M6.
		29	+
		30	+**M10. Over- and under-claiming.** Overclaims: the placebo sentence (M2), "reverses its sign" (M5), "three temporal splits"/"fifty folds" (M6), "survives the Holm correction" (M7), and "reproduces every number … with one command" (p. 55) while two folds and one split silently error. Underclaim: the interesting narrow result — in Seshat capacity given scale has the predicted sign and the restriction survives; in the modern panel capacity dominates and it fails — is buried under a fold-counting verdict.
		31	+
		32	+## 3. Minor issues
		33	+
		34	+1. Table 9 row A3 label vs code (M3); Table 16 caption "three temporal splits"; p. 33 "fifty folds".
		35	+2. `t_since` for countries with no observed prior event is set to the sample maximum (`h2_modern.py` line 52); the comment says "flagged in the paper" — I could not find the flag.
		36	+3. `K_modern` averages whichever of six items are coded (≥ 4); item composition changes over time, so K is not era-comparable without an item-availability control.
		37	+4. The Seshat persistence baseline (`prior_crisis_nga`) is built from the crisis-selected sample itself.
		38	+5. Whole-polity territory and population are means over facts, so fragmentation or conquest (Y1 items) pulls D down — circularity in the other direction.
		39	+6. Conjecture 1's falsifier promises the share of polities whose P flips sign under alternative K weightings; it is not reported.
		40	+7. Bibliography: ALL-CAPS author names (WRIGHT and JOHNSON, STASAVAGE, FEARON and LAITIN, CEDERMAN); Table 3 cells truncated; p. 3 blank.
		41	+8. The "Process" paragraph (p. 54: PI has not reviewed code or text) belongs on the title page.
		42	+
		43	+## 4. Questions to the authors
		44	+
		45	+1. Re-run the Seshat placebo without `X_prod_infra` in the controls: coefficient and LORO win share?
		46	+2. Wald p-value of β_D + β_K = 0 in B5, each panel, pooled and under LORO?
		47	+3. Why did the train ≤ 1945 forward split fail, and what are the results once fixed?
		48	+4. Where is the Holm computation, and what are the three adjusted p-values?
		49	+5. With K items normalised by log territory (or intensity-only), what is corr(D, K) and does H1 still pass?
		50	+6. Why is H4-modern reported as rejected when the pre-registered rule was met?
		51	+
		52	+## 5. Recommendation: **major revision**
		53	+
		54	+The project is well-conceived and unusually honest, and the negative conclusion may well survive, but several headline "falsifications" are implementation artefacts (M2, M6, M7) or misreadings of the paper's own rules (M5, M7), and P is tested through a restriction the paper never states as such (M3). Mandatory changes:
		55	+
		56	+1. Remove or correctly re-estimate the Seshat placebo and rewrite every sentence that relies on it (abstract, pp. 33, 51–52).
		57	+2. Make the unrestricted D + K model the primary object, with a Wald test of β_D + β_K = 0 and paired fold-difference tests; repair the failed CV folds and the forward split, block k-fold by polity, and correct all fold counts.
		58	+3. Compute and report the Holm correction or delete the claim; report the negative control and H4-modern against the pre-registered rules as written, logging any reinterpretation as a numbered amendment.
		59	+4. Address the size bias of presence-anywhere K items (M1) with at least one normalised or intensity-only K, and discuss the D/K hierarchy overlap.
		60	+5. Fix Table 9's A3 label, present C3 as the reparametrisation of B5 it is, fit the Table 9 baselines on the common sample, and remove `epidemic_v` from the controls (or justify conditioning on a consequence item).

modified paper/appendix/appendix.tex +1 −1

				@@ -3,7 +3,7 @@
3	\section{Pre-registration summary}	3	\section{Pre-registration summary}
4	\label{app:prereg}	4	\label{app:prereg}
5		5
6	−The analysis plan (\texttt{research/preregistration.md}, SHA-256 \texttt{ecda8804e17f9317\ldots}) was frozen on 2026-11-01 before any association between a predictor and an outcome was computed. It fixes: the five hypotheses and their falsifiers; the units (polity, society, country-year) and the reasons for them (93.7\% of Polaris facts undated; CrisisDB crisis-selected); the disjoint indicator sets for $D$ and $K$ listed in Section~\ref{sec:data-measurement}; the outcomes $Y_1$ (severity share), $Y_{1b}$, $Y_2$ (duration), $Y_3$ (succession), $Y_4$--$Y_6$ (modern events) and the composite; the five-year horizon; the models of Section~\ref{sec:methods}; the baselines and the 80\% fold rule; the Holm correction over three primary tests; the a-priori power computation and its decision rule; the robustness set; and the rule for narrowing the claim. Seven decisions and no post-hoc amendments are recorded in \texttt{research/decisions.md}; the single deviation from the mandate's candidate formula ($K$ standardized rather than logged, because it is a bounded share that can be zero) was recorded before analysis. The use of decade rather than year effects in the forward-chaining folds, so that test years have a fitted level, is noted in the code and in Section~\ref{sec:methods-modern}.	6	+The analysis plan (\texttt{research/preregistration.md}, SHA-256 \texttt{ecda8804e17f9317\ldots}) was frozen on 2026-11-01 before any association between a predictor and an outcome was computed. It fixes: the five hypotheses and their falsifiers; the units (polity, society, country-year) and the reasons for them (93.7\% of Polaris facts undated; CrisisDB crisis-selected); the disjoint indicator sets for $D$ and $K$ listed in Section~\ref{sec:data-measurement}; the outcomes $Y_1$ (severity share), $Y_{1b}$, $Y_2$ (duration), $Y_3$ (succession), $Y_4$--$Y_6$ (modern events) and the composite; the five-year horizon; the models of Section~\ref{sec:methods}; the baselines and the 80\% fold rule; the Holm correction over three primary tests; the a-priori power computation and its decision rule; the robustness set; and the rule for narrowing the claim. Seven pre-analysis decisions (D-001 to D-007) and seven post-analysis amendments (A-001 to A-007: fold-internal pre-processing check; corrections and additions made after the adversarial reviews, listed in Section~\ref{sec:limits} and in the response-to-reviewers document) are recorded in \texttt{research/decisions.md}. The single deviation from the mandate's candidate formula ($K$ standardized rather than logged, because it is a bounded share that can be zero) was recorded before analysis. The use of decade rather than year effects in the forward-chaining folds, so that test years have a fitted level, is noted in the code and in Section~\ref{sec:methods-modern}.
7		7
8	\section{Data dictionary (abridged)}	8	\section{Data dictionary (abridged)}
9	\label{app:dictionary}	9	\label{app:dictionary}

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				@@ -64,7 +64,7 @@
64	\newcommand{\WPdate}{November 2026}	64	\newcommand{\WPdate}{November 2026}
65	\newcommand{\WPversion}{1.0}	65	\newcommand{\WPversion}{1.0}
66	\newcommand{\WPabstract}{%	66	\newcommand{\WPabstract}{%
67	−Institutions, standards, records and administrative hierarchies can be read as devices that lower the communication cost of coordinating many people: a form of compression. This paper states that reading formally, derives what it does and does not imply, and tests its empirical corollary---that a mismatch between a society's coordination demand (population, territory, settlement structure) and its coordination capacity (administration, standardized rules and money, communication infrastructure, record-keeping) predicts subsequent instability---under a frozen pre-registration. We build demand, capacity and mismatch indices from the Seshat Polaris-2026 databank (626 polities; 127 CrisisDB crisis records with pre-crisis predictors), the Ethnographic Atlas (1,291 societies) and a V-Dem--Maddison country-year panel (14,637 country-years, 2,692 instability events, 1820--2025), with a transparent block index and a latent-variable alternative, uncertainty propagation and out-of-sample validation. Capacity and scale are positively associated in all three datasets (\EMP). The mismatch index is positively associated with crisis severity in Seshat ($0.20$ log-odds per SD, stable across regions and eras) and with instability onsets in modern states ($0.40$ per SD), but by the pre-registered criterion it fails: it does not beat the scale-only baseline out of sample in Seshat, nor the capacity-only baseline in the modern panel; a placebo index performs comparably; the modern association is as strong with past as with future events; and an Oster adjustment reverses its sign. No threshold is found in Seshat and only a negligible nonlinearity in the modern panel. Five theorems make the compression reading precise (coding gain, break-even scale, stale-code penalty, hierarchical routing, backlog dynamics), and factorial agent-based experiments (6,048 runs, five imposed institutional regimes) confirm them in silico while locating the regimes where institutions hurt: unpaid set-up costs, saturated hierarchies, and weakly structured task environments (\SIM). We conclude that the compression framework is coherent and simulable, that scale and capacity each matter, but that their mismatch, as measurable in existing historical data, carries no identifiable predictive content of its own. The universal theory is not supported; the narrower results are stated with their scope.%	67	+Institutions, standards, records and administrative hierarchies can be read as devices that lower the communication cost of coordinating many people: a form of compression. This paper states that reading formally, derives what it does and does not imply, and tests its empirical corollary---that a mismatch between a society's coordination demand (population, territory, settlement structure) and its coordination capacity (administration, standardized rules and money, communication infrastructure, record-keeping) predicts subsequent instability---under a frozen pre-registration. We build demand, capacity and mismatch indices from the Seshat Polaris-2026 databank (626 polities; 127 CrisisDB crisis records with polity-level predictors, dated facts preceding the crisis where they exist), the Ethnographic Atlas (1,291 societies) and a V-Dem--Maddison country-year panel (14,637 country-years, 901 distinct event-years, 1820--2025), with a transparent block index and a latent-variable alternative, uncertainty propagation and out-of-sample validation. Capacity and scale are positively associated in all three datasets (\EMP). The mismatch index is positively associated with crisis severity in Seshat ($0.20$ log-odds per SD, stable across regions, eras and cultural spheres) and with instability onsets in modern states ($0.39$ per SD), but by the pre-registered criterion it fails: it does not beat the scale-only baseline out of sample in Seshat, nor the capacity-only baseline in the modern panel; the restriction it imposes on scale and capacity is rejected in the modern panel; a placebo index is not distinguishable from it in Seshat; the modern association is nearly as strong with past as with future events; and it is not robust to an Oster-type adjustment. No threshold is found in Seshat and only a small nonlinearity in the modern panel. Among Seshat polities with a crisis record, higher capacity is also associated with a \emph{shorter} polity duration, against the hypothesis. Five theorems make the compression reading precise (coding gain, break-even scale, stale-code penalty, hierarchical routing, backlog dynamics), and factorial agent-based experiments (6,048 runs, five imposed institutional regimes, equal administrative budgets) instantiate them in silico on the cost side---bits, messages, queues---while locating the regimes where institutions hurt: unpaid set-up costs, saturated hierarchies, and weakly structured task environments (\SIM). We conclude that the compression framework is coherent and simulable, that scale and capacity each matter, but that their mismatch, as measurable in existing historical data, carries no identifiable predictive content of its own. The universal theory is not supported; the narrower results are stated with their scope.%
68	}	68	}
69	\newcommand{\WPkeywords}{institutions, coordination, state capacity, social complexity, Seshat, pre-registration, agent-based simulation, information theory}	69	\newcommand{\WPkeywords}{institutions, coordination, state capacity, social complexity, Seshat, pre-registration, agent-based simulation, information theory}
70	\newcommand{\WPjel}{D02, D83, H11, N40, P48, C63}	70	\newcommand{\WPjel}{D02, D83, H11, N40, P48, C63}

modified paper/sections/data.tex +2 −2

				@@ -49,7 +49,7 @@ Quantity & Value & Detail \\
49	\subsection{Coding rules and uncertainty}	49	\subsection{Coding rules and uncertainty}
50	\label{sec:data-coding}	50	\label{sec:data-coding}
51		51
52	−Presence codes are mapped to 1 (P, IP), 0 (A, IA) and 0.5 (disputed codes of the form A$\sim$P), with inferred codes flagged so that a sensitivity run can drop them; unknown (SU), blank and unparseable values are missing (132 of 56,274 facts were unparseable and are logged). Numeric ranges are summarized by their geometric midpoint for population, territory and largest-settlement population and by the arithmetic midpoint for level counts, and the bounds are kept: the paper re-estimates its main model at the lower and upper bounds. Dates are kept as intervals; a crisis is dated by the start of its coded interval; nothing is interpolated. When several facts exist for a polity and a variable, the polity value is the mean over facts (the mean log for logged variables); for each crisis record, ``pre-crisis'' aggregates use dated facts ending before the crisis start together with the undated whole-polity facts, which, given the date coverage, means that temporal precedence is weak and is acknowledged as such.	52	+Presence codes are mapped to 1 (P, IP), 0 (A, IA) and 0.5 (disputed codes of the form A$\sim$P), with inferred codes flagged so that a sensitivity run can drop them; unknown (SU), blank and unparseable values are missing (132 of 56,274 facts were unparseable and are logged). Numeric ranges are summarized by their geometric midpoint for population, territory and largest-settlement population and by the arithmetic midpoint for level counts, and the bounds are kept: the paper re-estimates its main model at the lower and upper bounds. Dates are kept as intervals; a crisis is dated by the start of its coded interval; nothing is interpolated. When several facts exist for a polity and a variable, the polity value is the mean over facts (the mean log for logged variables); for each crisis record, ``pre-crisis'' aggregates use dated facts ending before the crisis start together with the undated whole-polity facts; only 3.6\% of the facts entering these aggregates are dated, so ``pre-crisis'' means, in practice, ``whole-polity'', and temporal precedence is weak. We keep the label for consistency with the pre-registration and flag it wherever it is used.
53		53
54	\subsection{Demand, capacity, and the mismatch index}	54	\subsection{Demand, capacity, and the mismatch index}
55	\label{sec:data-measurement}	55	\label{sec:data-measurement}
				@@ -71,7 +71,7 @@ Index & Construction and diagnostics \\
71		71
72	Two alternatives to the block mean were pre-registered and are reported side by side: the first principal component of the four blocks, which correlates 0.999 with the mean, and a two-parameter logistic item-response model estimated by marginal maximum likelihood with mild priors on the thirty binary items, which handles item missingness through the likelihood rather than by imputation, is defined for 579 polities, and correlates 0.96 with the block mean. The latent score carries a median posterior standard deviation of 0.34 on a unit-variance scale, which is the honest measure of how uncertain an individual polity's capacity is. Item parameters refitted separately on the Old World and on the Americas and Oceania have difficulties correlated 0.88, so the ordering of institutions by rarity is similar across the two worlds, although the New-World sample (94 polities) is too small for a strict invariance test and the leave-region-out analyses are the operational safeguard. The block structure is stable: inter-block correlations are 0.75--0.79 overall, Cronbach's $\alpha$ across the four blocks is between 0.83 and 0.97 in every macro-region, and dropping any block leaves $K$ correlated at least 0.98 with the full index.	72	Two alternatives to the block mean were pre-registered and are reported side by side: the first principal component of the four blocks, which correlates 0.999 with the mean, and a two-parameter logistic item-response model estimated by marginal maximum likelihood with mild priors on the thirty binary items, which handles item missingness through the likelihood rather than by imputation, is defined for 579 polities, and correlates 0.96 with the block mean. The latent score carries a median posterior standard deviation of 0.34 on a unit-variance scale, which is the honest measure of how uncertain an individual polity's capacity is. Item parameters refitted separately on the Old World and on the Americas and Oceania have difficulties correlated 0.88, so the ordering of institutions by rarity is similar across the two worlds, although the New-World sample (94 polities) is too small for a strict invariance test and the leave-region-out analyses are the operational safeguard. The block structure is stable: inter-block correlations are 0.75--0.79 overall, Cronbach's $\alpha$ across the four blocks is between 0.83 and 0.97 in every macro-region, and dropping any block leaves $K$ correlated at least 0.98 with the full index.
73		73
74	−The central measurement fact of the paper is collinearity (Figure~\ref{fig:measurement}, Table~\ref{tab:measurement}). Scale and capacity correlate 0.84 across polities, as the single-dimension result of \citet{turchin2018} implies, so the mismatch index retains only 17\% of the variance of $z(D)+z(K)$; it correlates 0.39 with $D$, $-0.18$ with $K$ and $-0.04$ with a Turchin-style first principal component of 57 social-complexity indicators. $P$ is a residual, nearly orthogonal to overall complexity. That is what would make it informative if it carried signal, and what makes it fragile: measurement error in either index leaks into it, and any association with $P$ can be a disguised association with one of its components. The pre-registered baselines (scale only, capacity only, complexity only, scale and capacity entered separately) exist to detect exactly this.	74	+The central measurement fact of the paper is collinearity (Figure~\ref{fig:measurement}, Table~\ref{tab:measurement}). Scale and capacity correlate 0.84 across polities, as the single-dimension result of \citet{turchin2018} implies, so the mismatch index retains only 17\% of the variance of $z(D)+z(K)$; it correlates 0.39 with $D$, $-0.18$ with $K$ and $-0.04$ with a Turchin-style first principal component of 57 social-complexity indicators. $P$ is a residual, nearly orthogonal to overall complexity. That is what would make it informative if it carried signal, and what makes it fragile: measurement error in either index leaks into it, and any association with $P$ can be a disguised association with one of its components. The pre-registered baselines (scale only, capacity only, complexity only, scale and capacity entered separately) exist to detect exactly this. The problem is sharper in the crisis sample: polities with a CrisisDB record are better documented and more complex than the average polity, their mean capacity share is 0.71 against 0.58 overall, and 40\% of records have $K$ above 0.8, so within that sample $P$ correlates 0.63 with $D$ and 0.02 with $K$---the mismatch index is, among crisis cases, close to a rescaled measure of scale (last row of Table~\ref{tab:measurement}).
75		75
76	\begin{figure}[H]	76	\begin{figure}[H]
77	\centering	77	\centering

modified paper/sections/introduction.tex +2 −2

				@@ -9,8 +9,8 @@ We proceed in the order a skeptical reader would want. First, we make the compre
9		9
10	Second, we pre-registered the empirical tests before computing any association between predictors and outcomes (the frozen document and its hash are in the replication package). The pre-registration fixes the datasets, the unit of analysis, disjoint indicator sets for demand $D$ and capacity $K$, the outcomes, the horizon, the models, the baselines that $P$ must beat out of sample, the multiple-testing correction, a power calculation, the robustness set and the decision rule for abandoning the universal framing. We then built the indices from three real sources with full provenance: the Seshat Polaris-2026 release (626 polities; 56,274 facts, of which only 2,503 are dated; a CrisisDB table of crisis consequences for 150 polities) \citep{turchin2015,hoyer2023}, the D-PLACE Ethnographic Atlas v3.3 \citep{kirby2016,murdock1967}, and a V-Dem v16 country-year panel \citep{coppedge2020} merged with Maddison 2023 population \citep{bolt2024}. Measurement is done twice, with a transparent block index and a two-parameter latent-variable model, and uncertainty in ranges and dates is carried through.	10	Second, we pre-registered the empirical tests before computing any association between predictors and outcomes (the frozen document and its hash are in the replication package). The pre-registration fixes the datasets, the unit of analysis, disjoint indicator sets for demand $D$ and capacity $K$, the outcomes, the horizon, the models, the baselines that $P$ must beat out of sample, the multiple-testing correction, a power calculation, the robustness set and the decision rule for abandoning the universal framing. We then built the indices from three real sources with full provenance: the Seshat Polaris-2026 release (626 polities; 56,274 facts, of which only 2,503 are dated; a CrisisDB table of crisis consequences for 150 polities) \citep{turchin2015,hoyer2023}, the D-PLACE Ethnographic Atlas v3.3 \citep{kirby2016,murdock1967}, and a V-Dem v16 country-year panel \citep{coppedge2020} merged with Maddison 2023 population \citep{bolt2024}. Measurement is done twice, with a transparent block index and a two-parameter latent-variable model, and uncertainty in ranges and dates is carried through.
11		11
12	−Third, we report what the pre-registered tests found (Sections~\ref{sec:hist} and~\ref{sec:modern}). Capacity and scale are positively associated in every dataset, as the framework and much prior work predict, although the direction is not identified. The mismatch index $P$ is positively associated with how badly a recorded crisis unfolds in Seshat (about $0.20$ log-odds per standard deviation, stable when any macro-region or era is held out) and with the probability of a civil war, coup or irregular regime end in the following five years in modern states (about $0.40$ per standard deviation). But the pre-registration asked a harder question than whether $\beta_P$ is positive: it asked whether $P$ beats the obvious baselines out of sample. It does not. In Seshat, a scale-only model does as well, a placebo index that replaces capacity with production infrastructure does as well, and $P$ loses to scale alone when regions are held out. In the modern panel, a capacity-only model does as well or better in every forward-chaining and leave-one-region-out comparison, past instability is associated with $P$ as strongly as future instability, and an Oster-type adjustment for unobservables reverses the sign. We find no threshold in Seshat and a nonlinearity of negligible size in the modern panel. Polity duration and discontinuous succession are unrelated to $P$. Under the decision rule we wrote down in advance, the universal framing is not supported: scale and capacity each carry signal, their difference carries none that we can identify.	12	+Third, we report what the pre-registered tests found (Sections~\ref{sec:hist} and~\ref{sec:modern}). Capacity and scale are positively associated in every dataset, as the framework and much prior work predict, although the direction is not identified. The mismatch index $P$ is positively associated with how badly a recorded crisis unfolds in Seshat (about $0.20$ log-odds per standard deviation, stable when any macro-region or era is held out) and with the probability of a civil war, coup or irregular regime end in the following five years in modern states (about $0.39$ per standard deviation). But the pre-registration asked a harder question than whether $\beta_P$ is positive: it asked whether $P$ beats the obvious baselines out of sample. It does not. In Seshat, a scale-only model does as well, a placebo index that replaces capacity with production infrastructure is not distinguishable from $P$, and $P$ loses to scale alone when regions are held out. In the modern panel, a capacity-only model does as well or better in most forward-chaining and leave-one-region-out comparisons, the equal-and-opposite restriction that $P$ imposes on scale and capacity is rejected, past instability is associated with $P$ nearly as strongly as future instability, and the coefficient is not robust to an Oster-type adjustment for unobservables. We find no threshold in Seshat and a small nonlinearity in the modern panel. Polity duration and discontinuous succession are unrelated to $P$, and higher capacity is associated with shorter, not longer, polity durations. Under the decision rule we wrote down in advance, the universal framing is not supported: scale and capacity each carry signal, their difference carries none that we can identify.
13		13
14	−Fourth, we report the constructive part. Factorial agent-based experiments with five \emph{imposed} institutional regimes (Section~\ref{sec:sim}; 6,048 main runs, 584 ablation runs, all labelled \SIM) measure messages, bits, success rates, latency, overhead, welfare and inequality directly. Shared codes and records lower the operating cost per successful task in essentially every cell and raise success by eliminating decoding errors between heterogeneous agents; the stale-code penalty after a distribution shock equals the divergence to within the rounding of Theorem~\ref{thm:stale}; hierarchies fail abruptly when relayed load exceeds administrative capacity, and federated routing keeps most of the benefit at half the capacity. The same experiments locate where institutions hurt: a learning cost of 200 bits per agent is repaid only with a large and concentrated task space and a long horizon, saturated centralized hierarchies do worse than no institution at all, and a code can be longer than raw description when the task distribution is nearly uniform. These are the cases the framework predicts, and they are the cases historians describe.	14	+Fourth, we report the constructive part. Factorial agent-based experiments with five \emph{imposed} institutional regimes (Section~\ref{sec:sim}; 6,048 main runs, 584 ablation runs, all labelled \SIM) measure messages, bits, success rates, latency, overhead, welfare and inequality directly. Shared codes and records lower the operating cost per successful task in essentially every cell (their effect on success is a parameter of the model, not a finding); the stale-code penalty after a distribution shock equals the divergence to within the rounding of Theorem~\ref{thm:stale}; at equal administrative budgets, centralized hierarchies fail abruptly when relayed load exceeds the budget, and federated routing keeps most of the benefit at a budget on which the centralized design fails. The same experiments locate where institutions hurt: a learning cost of 200 bits per agent is repaid only with a large and concentrated task space and a long horizon, saturated centralized hierarchies do worse than no institution at all, and a code can be longer than raw description when the task distribution is nearly uniform. These are the cases the framework predicts, and they are the cases historians describe.
15		15
16	The contribution, then, is threefold. We give the compression reading of institutions a formal statement that distinguishes what is proved from what is conjectured. We provide the first pre-registered, out-of-sample test of the demand--capacity mismatch conjecture on real historical and modern data, with a negative result that we think is more useful than another positive one would have been, because it shows that the mismatch, as it can be measured today, is a residual of two collinear quantities. And we provide a simulation testbed in which the mechanisms that the historical record cannot reveal---message counts, code lengths, queue saturation---can be measured. Section~\ref{sec:synth} states the scope conditions that survive, Section~\ref{sec:limits} the limitations, and Section~\ref{sec:conclusion} what a credible next test would require.	16	The contribution, then, is threefold. We give the compression reading of institutions a formal statement that distinguishes what is proved from what is conjectured. We provide the first pre-registered, out-of-sample test of the demand--capacity mismatch conjecture on real historical and modern data, with a negative result that we think is more useful than another positive one would have been, because it shows that the mismatch, as it can be measured today, is a residual of two collinear quantities. And we provide a simulation testbed in which the mechanisms that the historical record cannot reveal---message counts, code lengths, queue saturation---can be measured. Section~\ref{sec:synth} states the scope conditions that survive, Section~\ref{sec:limits} the limitations, and Section~\ref{sec:conclusion} what a credible next test would require.

modified paper/sections/limitations.tex +3 −3

				@@ -3,12 +3,12 @@
3		3
4	The limitations were written down during the analysis and before this section; the full list is in the replication package. The ones that bear on how the results should be read are these.	4	The limitations were written down during the analysis and before this section; the full list is in the replication package. The ones that bear on how the results should be read are these.
5		5
6	−\paragraph{Data.} The CrisisDB outcome is crisis-selected (150 of 626 polities), so the Seshat test concerns the severity of recorded crises, not their occurrence. Only 6\% of Polaris facts are dated, so pre-crisis capacity is in practice whole-polity capacity and temporal precedence is weak; a dated-only test was not estimable. Seshat capacity items record the existence of institutions, not their reach, quality or cost, and the demand side is scale only because the databank has no usable indicator of division of labour or dispersion. Institutional codes and crisis codes come from the same project and overlapping historiography, which permits circularity that the inferred-code and late-crisis sensitivities can only partly address. Seshat polity boundaries are periodization decisions, so polity duration is not an instability outcome. In the modern panel, the six capacity items correlate 0.75 with electoral democracy and are rated by experts who know what came later; population begins in 1820 for most countries and there is no dispersion measure; 39 V-Dem entities without Maddison population drop out. The Ethnographic Atlas is a cross-section with coarse ordinal community sizes and no outcome.	6	+\paragraph{Data.} The CrisisDB outcome is crisis-selected (150 of 626 polities), so the Seshat test concerns the severity of recorded crises, not their occurrence. Only 6\% of Polaris facts are dated, so pre-crisis capacity is in practice whole-polity capacity and temporal precedence is weak; a dated-only test was not estimable. Seshat capacity items record the existence of institutions, not their reach, quality or cost, and the demand side is scale only because the databank has no usable indicator of division of labour or dispersion. Institutional codes and crisis codes come from the same project and overlapping historiography, which permits circularity that the inferred-code and late-crisis sensitivities can only partly address. Seshat polity boundaries are periodization decisions, so polity duration is not an instability outcome. In the modern panel, the six capacity items correlate 0.75 with electoral democracy and are rated by experts who know what came later; population begins in 1820 for most countries and there is no dispersion measure; 39 V-Dem entities without Maddison population drop out. The Ethnographic Atlas is a cross-section with coarse ordinal community sizes (the top category is bounded at 50,000) and no outcome; jurisdictional levels are themselves a response to scale in the scalar-stress tradition \citep{johnson1982,carneiro1967}, so the H1 association there replicates a known size--hierarchy regularity rather than testing compression. The severity share aggregates fourteen weakly correlated consequences (Section~\ref{sec:hist-h2}).
7		7
8	−\paragraph{Design.} Nothing is identified causally. The negative control shows that the modern mismatch is associated with past instability as strongly as with future instability; the Oster adjustment crosses zero and the robustness value is 0.07. The Seshat binary outcome was underpowered in advance. There are 42 regions and ten macro-regions, so cluster-robust inference is anti-conservative and alternative clusterings are reported. The verdict on H2 rests on a pre-registered out-of-sample rule against baselines, which is the right test of ``beyond conventional baselines'' but is also a demanding one at $n=127$; we report the fold-level results so that readers who prefer a different rule can apply it. The Equinox-2020 replication listed in the pre-registration was not executed and is recorded as a blocked task in the audit.	8	+\paragraph{Design.} Nothing is identified causally. The modern negative control passes the pre-registered letter (past 0.44 against future 0.48 log-odds per SD) by a margin within one standard error; the Oster adjustment under proportional selection crosses zero, with the caveat that proportional selection is a strong assumption when one control (electoral democracy) correlates 0.75 with a component of the regressor, and the robustness value is 0.07 against a partial $R^2$ of 0.006. The Seshat binary outcome was underpowered in advance. There are 42 regions and ten macro-regions, so cluster-robust inference is anti-conservative and alternative clusterings are reported. The verdict on H2 rests on a pre-registered out-of-sample rule against baselines, which is the right test of ``beyond conventional baselines'' but is also a demanding one at $n=93$--127, and one of the baselines (scale and capacity entered separately) nests the mismatch model, so that $P$ cannot do better than it in expectation; we report the fold-level results and the Wald test of the restriction so that readers who prefer a different rule can apply it. Several specification errors found by the adversarial reviews (a placebo that reparametrized the scale-only baseline, a consequence item used as a covariate, silently failed cross-validation folds, mislabelled rows) were corrected and are listed as amendments A-004 to A-007. The Equinox-2020 replication listed in the pre-registration was not executed (not blocked: the raw file is in the package, the parser was not written) and is recorded as such in the audit.
9		9
10	\paragraph{Theory.} The theorems describe an idealized communication system in which capacity is exogenous; historically it is built in response to demand. The conjectures that link the framework to the proxies are exactly what the measurement results call into question: with scale and capacity correlated 0.84, the proxy $P$ retains 17\% of their joint variance, and a residual of that kind cannot be assumed to track utilization.	10	\paragraph{Theory.} The theorems describe an idealized communication system in which capacity is exogenous; historically it is built in response to demand. The conjectures that link the framework to the proxies are exactly what the measurement results call into question: with scale and capacity correlated 0.84, the proxy $P$ retains 17\% of their joint variance, and a residual of that kind cannot be assumed to track utilization.
11		11
12	−\paragraph{Simulation.} Regimes are imposed; the model says nothing about emergence. Bit and message accounting is stylized, and only within-simulation comparisons are meaningful. Decoding success does not depend on the plan drawn, so distribution shocks affect cost but not success by construction. The saturation of hierarchies follows from a free parameter swept across its range; it is confirmed, not discovered. Shannon rather than Huffman codes are used so that the stale-code penalty is comparable to the theorem.	12	+\paragraph{Simulation.} Regimes are imposed; the model says nothing about emergence. The success ranking of regimes is the ranking of their decoding-error parameters (0.25 per unit of dialect distance without a code, 0.02 with a code, zero with records) and reverses when heterogeneity is low; only the cost side is measured rather than assumed. Bit and message accounting is stylized (one-bit acknowledgements, four-bit records, codewords repeated on every relay hop), and only within-simulation comparisons are meaningful. Decoding success does not depend on the plan drawn, so distribution shocks affect cost but not success by construction; link removal does not touch the administrative tree. The saturation of hierarchies follows from the budget multiple, a free parameter swept across its range; it is confirmed, not discovered, and its position depends on the ``capacity follows load'' allocation rule. Shannon rather than Huffman codes are used so that the stale-code penalty is comparable to the theorem; an optimal code would never be longer than fixed-length coding. Several of these choices were corrected after the computational review (amendment A-005).
13		13
14	\paragraph{Process.} The study was executed autonomously by a language-model agent under a human mandate in a single session: the pre-registration, code, analyses and text were produced by the agent, with the mandate's prohibitions on fabrication, imputation of missing data as zero and unapproved spending enforced by the execution log and the replication package. The principal investigator has not yet reviewed the code or the text at the time of writing; three adversarial reviews commissioned from independent reviewer personas and the responses to them are included in the package. Reference verification relied on Crossref metadata and primary-source abstracts; the chapter contents of \citet{johnson1982} and the published tables of \citet{sng2014} were not read.	14	\paragraph{Process.} The study was executed autonomously by a language-model agent under a human mandate in a single session: the pre-registration, code, analyses and text were produced by the agent, with the mandate's prohibitions on fabrication, imputation of missing data as zero and unapproved spending enforced by the execution log and the replication package. The principal investigator has not yet reviewed the code or the text at the time of writing; three adversarial reviews commissioned from independent reviewer personas and the responses to them are included in the package. Reference verification relied on Crossref metadata and primary-source abstracts; the chapter contents of \citet{johnson1982} and the published tables of \citet{sng2014} were not read.

modified paper/sections/methods.tex +1 −1

				@@ -16,7 +16,7 @@ For H2 the primary outcome is crisis severity $Y_1$, the share of the fourteen i
16	\mathbb{E}[Y_{1,c}] = \Lambda\!\left(\alpha + \beta\, P_{i(c)} + \gamma' X_{i(c)} + \mu_{r(c)} + \tau_{e(c)}\right),	16	\mathbb{E}[Y_{1,c}] = \Lambda\!\left(\alpha + \beta\, P_{i(c)} + \gamma' X_{i(c)} + \mu_{r(c)} + \tau_{e(c)}\right),
17	\label{eq:h2a}	17	\label{eq:h2a}
18	\end{equation}	18	\end{equation}
19	−where $P_{i(c)}$ is the pre-crisis mismatch of the polity of crisis $c$, $X$ contains the warfare-technology and production-infrastructure indices and an indicator that an epidemic accompanied the crisis, and $\mu$ and $\tau$ are macro-region and era effects; standard errors are clustered by Seshat region (alternatively by natural geographic area and by polity). The binary secondary outcome $Y_{1b}$---any of collapse, fragmentation, century-long conflict, conquest or civil war coded present, defined only when all five are coded---is fitted by logit; several region--era cells are all-severe, so era effects are dropped for that outcome and heteroskedasticity-robust errors are used. Baselines are fitted on the same observations: fixed effects only, scale only, capacity only, a Turchin-style complexity component, a persistence indicator (an earlier CrisisDB crisis in the same natural geographic area), and scale and capacity entered separately. A placebo index replaces $K$ with the production-infrastructure share that was excluded from $K$ by design. Out-of-sample comparison uses leave-one-macro-region-out folds (region effects removed) and ten repetitions of five-fold cross-validation; the pre-registered rule is that $P$ ``beats'' a baseline if its mean out-of-sample log-likelihood is higher in at least 80\% of folds. For H4, a hinge model whose knot is chosen by profile likelihood on the training fold only and a natural cubic spline with three degrees of freedom are compared with the linear form on the same folds. For H5, $\beta$ is re-estimated with each macro-region and each era held out, and, where the held-out block has at least twelve crisis records, within the block.	19	+where $P_{i(c)}$ is the pre-crisis mismatch of the polity of crisis $c$, $X$ contains the warfare-technology and production-infrastructure indices (an epidemic indicator was pre-registered as a covariate but dropped after review because it is itself a CrisisDB consequence item, amendment A-006), and $\mu$ and $\tau$ are macro-region and era effects; standard errors are clustered by Seshat region (alternatively by natural geographic area and by polity). The binary secondary outcome $Y_{1b}$---any of collapse, fragmentation, century-long conflict, conquest or civil war coded present, defined only when all five are coded---is fitted by logit; several region--era cells are all-severe, so era effects are dropped for that outcome and heteroskedasticity-robust errors are used. Baselines are fitted on a common sample on which every variable is available: fixed effects only, scale only, capacity only, a Turchin-style complexity component, a persistence indicator (an earlier CrisisDB crisis in the same natural geographic area), and scale and capacity entered separately, with a Wald test of the restriction $\beta_D+\beta_K=0$ that the mismatch index imposes. A placebo index replaces $K$ with the production-infrastructure share that was excluded from $K$ by design, fitted without that share as a control (with it, the placebo would be an exact reparametrization of the scale-only baseline). Out-of-sample comparison uses leave-one-macro-region-out folds (region effects removed) and ten repetitions of five-fold cross-validation with folds blocked by polity, test rows whose fixed-effect level is absent from the training fold being assigned the training mode; the pre-registered rule is that $P$ ``beats'' a baseline if its mean out-of-sample log-likelihood is higher in at least 80\% of folds. For H4, a hinge model whose knot is chosen by profile likelihood on the training fold only and a natural cubic spline with three degrees of freedom are compared with the linear form on the same folds. For H5, $\beta$ is re-estimated with each macro-region and each era held out, and, where the held-out block has at least twelve crisis records, within the block.
20		20
21	Two secondary historical outcomes use all polities. Polity duration (end year minus start year) is modelled by a Cox proportional-hazards regression stratified by macro-region, with the polity's end as the event and right-censoring for polities that reach 1900, robust errors clustered by region and a Schoenfeld test \citep{cox1972,boxsteffensmeier2004}; discontinuous succession---the successor polity's relationship to its predecessor coded as anything other than continuity---is modelled by logit. Both are reported with the caveat that Seshat polity boundaries are periodization decisions.	21	Two secondary historical outcomes use all polities. Polity duration (end year minus start year) is modelled by a Cox proportional-hazards regression stratified by macro-region, with the polity's end as the event and right-censoring for polities that reach 1900, robust errors clustered by region and a Schoenfeld test \citep{cox1972,boxsteffensmeier2004}; discontinuous succession---the successor polity's relationship to its predecessor coded as anything other than continuity---is modelled by logit. Both are reported with the caveat that Seshat polity boundaries are periodization decisions.
22		22

modified paper/sections/results_historical.tex +22 −7

				@@ -39,11 +39,11 @@ Specification & Term & Coef. & SE & $n$ & $R^2$ \\
39	\subsection{H2: crisis severity}	39	\subsection{H2: crisis severity}
40	\label{sec:hist-h2}	40	\label{sec:hist-h2}
41		41
42	−Table~\ref{tab:h2-seshat} and Figure~\ref{fig:coefplot} report the pre-registered primary test. In the primary specification, a one-standard-deviation higher pre-crisis mismatch is associated with $0.20$ higher log-odds that a given adverse consequence is recorded for the crisis (SE 0.06, $n=127$ crisis records in 117 polities and 31 Seshat regions with a defined pre-crisis index); with the rival covariates the estimate is $0.20$ (SE 0.09, $n=87$), and it is unchanged when the overall complexity component is added. The coefficient is positive and precise, survives the Holm correction over the three primary tests, and is stable under every pre-registered perturbation of the measurement model (Table~\ref{tab:h2-seshat-robust}): latent capacity ($0.15$, SE 0.09), population only ($0.27$, SE 0.11), lower and upper range bounds, inferred codes dropped, within-era and within-region standardization, ranks, quasi-polities dropped ($0.15$, SE 0.11), crises starting at least 25 years after the polity's start ($0.25$, SE 0.09), records with at least twelve coded items, no era effects, no region effects, no effects at all, and clustering by natural geographic area or by polity. Held-out macro-regions and eras (Table~\ref{tab:h5-seshat}, Figure~\ref{fig:forest}) give pooled coefficients between $0.18$ and $0.33$, every one with a confidence interval excluding zero except the block that drops the first millennium BCE ($0.20$, SE 0.17), and the within-block estimates are positive wherever they can be computed, if imprecise. By the standards of a conventional regression table, the mismatch hypothesis would be reported as confirmed.	42	+Table~\ref{tab:h2-seshat} and Figure~\ref{fig:coefplot} report the pre-registered primary test. In the primary specification, a one-standard-deviation higher mismatch is associated with $0.20$ higher log-odds that a given adverse consequence is recorded for the crisis (SE 0.06, $n=127$ crisis records in 117 polities and 31 Seshat regions with a defined index); on the common sample used for every specification with covariates and every baseline ($n=93$), and with the warfare and production-infrastructure covariates, the estimate is $0.24$ (SE 0.09), unchanged when the overall complexity component is added. The coefficient is positive, survives the Holm correction over the three primary tests (adjusted $p<0.001$), and is stable under every pre-registered perturbation of the measurement model (Table~\ref{tab:h2-seshat-robust}): latent capacity ($0.18$, SE 0.08), population only ($0.28$, SE 0.11), capacity as a principal component, lower and upper range bounds ($0.24$ either way), inferred codes dropped ($0.13$, SE 0.06), within-era and within-region standardization, ranks ($0.19$, SE 0.08), quasi-polities dropped ($0.21$, SE 0.10), crises starting at least 25 years after the polity's start ($0.31$, SE 0.10), records with at least twelve coded items, no era effects, no region effects, no effects at all, and clustering by natural geographic area or by polity. Removing settlement hierarchy from $D$, administrative levels from $K$, or both---the two indicators that measure hierarchy depth on either side of the index---leaves the estimate at $0.25$. Held-out macro-regions, eras and---in a scheme added after review, grouping Seshat regions by cultural sphere rather than geography---held-out spheres (Table~\ref{tab:h5-seshat}, Figure~\ref{fig:forest}) give pooled coefficients between $0.24$ and $0.37$, every one with a confidence interval excluding zero except the block that drops the first millennium BCE ($0.26$, SE 0.15), and the within-block estimates are positive wherever they can be computed, if imprecise. By the standards of a conventional regression table, the mismatch hypothesis would be reported as confirmed.
43		43
44	\begin{table}[H]	44	\begin{table}[H]
45	\centering\footnotesize	45	\centering\footnotesize
46	−\caption{H2 in Seshat: crisis severity $Y_1$ (fractional logit; share of fourteen instability consequences coded present) with macro-region and era effects; standard errors clustered by Seshat region. The binary outcome $Y_{1b}$ uses region effects only (era cells are all-severe) and robust errors.}	46	+\caption{H2 in Seshat: crisis severity $Y_1$ (fractional logit; share of fourteen instability consequences coded present) with macro-region and era effects; standard errors clustered by Seshat region. A1 uses every record with a defined index; all other rows use the common sample ($n=93$) on which every covariate and baseline is available. The binary outcome $Y_{1b}$ uses region effects only (era cells are all-severe) and robust errors.}
47	\label{tab:h2-seshat}	47	\label{tab:h2-seshat}
48	\begin{tabular}{L{8.0cm} l r r r}	48	\begin{tabular}{L{8.0cm} l r r r}
49	\toprule	49	\toprule
				@@ -54,11 +54,13 @@ Specification & Term & Coef. & SE & $n$ \\
54	\end{tabular}	54	\end{tabular}
55	\end{table}	55	\end{table}
56		56
57	−The pre-registration asked a different question, and the rest of Table~\ref{tab:h2-seshat} answers it. Scale alone is associated with severity at $0.26$ per standard deviation (SE 0.14); capacity alone at $-0.03$ (SE 0.20); the Turchin-style complexity component at $-0.01$ (SE 0.24); the persistence indicator at $0.35$ (SE 0.24). When scale and capacity are entered separately, scale carries $0.34$ (SE 0.16) and capacity $-0.21$ (SE 0.19): capacity has the sign the hypothesis predicts, but it is not distinguishable from zero. The placebo index, which replaces capacity by the share of production-infrastructure indicators that were excluded from $K$ precisely because they are not coordination capacity, is associated with severity at $0.26$ (SE 0.14)---the same as scale alone, and within sampling error of $P$. Out of sample (Table~\ref{tab:h2-seshat-cv}), the model with $P$ has a higher log-likelihood than the fixed-effects-only, capacity-only and complexity-only models in 79--85\% of the fifty cross-validation folds, but beats the scale-only model in 75\%, the persistence model in 69\% and the scale-plus-capacity model in 75\%, below the 80\% rule; with macro-regions held out it loses to scale alone in seven of ten folds and to scale plus capacity in eight. Because the principal-component loadings of $D$ and the standardization of $P$ were estimated on the full polity sample (without any outcome) before cross-validation, we repeated the leave-one-region-out comparison with loadings and standardization re-estimated inside each training fold: $P$ then beats scale alone in two of ten folds (\texttt{h2\_seshat\_cv\_noleakage.csv}), so the verdict does not depend on that pre-processing. For the binary outcome, which was declared underpowered in advance, the coefficient is negative and imprecise ($-0.18$, SE 0.20 with region effects; $-0.07$, SE 0.18 without), and no model discriminates severe from non-severe crises out of sample (areas under the curve 0.62--0.64 for every model, including the baselines). Reform consequences are unrelated to $P$. The conclusion we are obliged to draw is that what the mismatch index predicts about crisis severity is what polity scale predicts, and that nothing in the data distinguishes a capacity shortfall from a large population.	57	+The pre-registration asked a different question, and the rest of Table~\ref{tab:h2-seshat} answers it. On the same 93 records, scale alone is associated with severity at $0.42$ per standard deviation (SE 0.17); capacity alone at $0.04$ (SE 0.25); the Turchin-style complexity component at $0.08$ (SE 0.31); the persistence indicator at $0.37$ (SE 0.20). When scale and capacity are entered separately, scale carries $0.44$ (SE 0.17) and capacity $-0.13$ (SE 0.19); the restriction that the mismatch index imposes, $\beta_D + \beta_K = 0$, is not rejected (Wald $p=0.22$), but neither is $\beta_K = 0$: capacity has the sign the hypothesis predicts and is not distinguishable from zero. The placebo index, which replaces capacity by the share of production-infrastructure indicators that were excluded from $K$ precisely because they are not coordination capacity, is associated with severity at $0.19$ (SE 0.17) against $0.29$ (SE 0.08) for $P$ with the same controls---weaker, and not distinguishable from zero, but not distinguishable from $P$ either. Out of sample (Table~\ref{tab:h2-seshat-cv}; fifty polity-blocked folds), the model with $P$ has a higher log-likelihood than the fixed-effects-only, capacity-only and complexity-only models in 84--86\% of folds, but beats the scale-only model in 42\%, the persistence model in 78\% and the scale-plus-capacity model in 44\%, below the 80\% rule; with macro-regions held out it loses to scale alone and to scale plus capacity in eight of ten folds. For the binary outcome, which was declared underpowered in advance, the coefficient is negative and imprecise ($-0.18$, SE 0.20 with region effects; $-0.07$, SE 0.18 without), and no model discriminates severe from non-severe crises out of sample much better than the fixed-effects baseline (areas under the curve 0.69--0.72 for every model). Reform consequences are unrelated to $P$. The conclusion we are obliged to draw is that what the mismatch index predicts about crisis severity is what polity scale predicts, and that nothing in the data distinguishes a capacity shortfall from a large population.
		58	+
		59	+The severity share also hides heterogeneity that \citet{hoyer2024} emphasize. The fourteen consequences are almost uncorrelated with each other (mean inter-item correlation 0.08; the first eigenvalue of their correlation matrix carries 19\% of the variance), so the share is a count of weakly related events rather than a measurement of one latent severity. Item by item (Table~\ref{tab:items}), $P$ and $D$ are associated with \emph{decline}, \emph{assassination}, \emph{deposition}, \emph{successful revolution} and \emph{civil war}---the elite-political consequences that larger polities record more often---and negatively with \emph{century-long conflict}; \emph{collapse} is present in only two of 126 coded records and its estimate is meaningless. Capacity $K$ is, if anything, positively associated with the same elite-political items. Larger and more documented polities have more recorded elite turmoil; whether that is severity or visibility, the data cannot say.
58		60
59	\begin{table}[H]	61	\begin{table}[H]
60	\centering\footnotesize	62	\centering\footnotesize
61	−\caption{Pre-registered robustness set for the Seshat primary coefficient (fractional logit of $Y_1$ on the alternative index, rival covariates, macro-region and era effects; region-clustered standard errors unless stated).}	63	+\caption{Pre-registered robustness set for the Seshat primary coefficient (fractional logit of $Y_1$ on the alternative index, warfare and production-infrastructure covariates, macro-region and era effects; region-clustered standard errors unless stated).}
62	\label{tab:h2-seshat-robust}	64	\label{tab:h2-seshat-robust}
63	\begin{tabular}{L{8.0cm} l r r r}	65	\begin{tabular}{L{8.0cm} l r r r}
64	\toprule	66	\toprule
				@@ -71,7 +73,7 @@ Variant & Term & Coef. & SE & $n$ \\
71		73
72	\begin{table}[H]	74	\begin{table}[H]
73	\centering\footnotesize	75	\centering\footnotesize
74	−\caption{Out-of-sample comparison in Seshat. Top: share of folds in which the model with $P$ (rival covariates included) has a higher out-of-sample log-likelihood than the baseline, and the mean difference per observation; the pre-registered rule requires 0.80. Bottom: out-of-sample metrics for the binary outcome $Y_{1b}$ (ten repetitions of five-fold cross-validation).}	76	+\caption{Out-of-sample comparison in Seshat. Top: share of folds in which the model with $P$ (rival covariates included) has a higher out-of-sample log-likelihood than the baseline, and the mean difference per observation; the pre-registered rule requires 0.80. Bottom: out-of-sample metrics for the binary outcome $Y_{1b}$ (ten repetitions of five-fold cross-validation, folds blocked by polity, unseen fixed-effect levels mapped to the training mode).}
75	\label{tab:h2-seshat-cv}	77	\label{tab:h2-seshat-cv}
76	\begin{tabular}{l l r r r}	78	\begin{tabular}{l l r r r}
77	\toprule	79	\toprule
				@@ -109,15 +111,28 @@ Held-out block & Pooled $\beta_P$ & SE & $n$ & Held-out $n$ & Within-block (SE)
109	\end{tabular}	111	\end{tabular}
110	\end{table}	112	\end{table}
111		113
		114	+\begin{table}[H]
		115	+\centering\footnotesize
		116	+\caption{Item-level associations in CrisisDB: logit of each consequence (present vs absent) on $P$, on $D$ and on $K$ separately, each with era effects and robust errors; coefficients per standard deviation (SE).}
		117	+\label{tab:items}
		118	+\begin{tabular}{l r r r r r}
		119	+\toprule
		120	+Consequence & $n$ & Share present & $\beta_P$ (SE) & $\beta_D$ (SE) & $\beta_K$ (SE) \\
		121	+\midrule
		122	+\input tables/tab_items
		123	+\bottomrule
		124	+\end{tabular}
		125	+\end{table}
		126	+
112	\subsection{H4: no threshold}	127	\subsection{H4: no threshold}
113	\label{sec:hist-h4}	128	\label{sec:hist-h4}
114		129
115	−A hinge in $P$ with its knot chosen on the training fold, and a three-degree-of-freedom spline, improve on the linear model out of sample in only 10\% and 8\% of the fifty folds (Table~\ref{tab:h4}); the in-sample hinge places its knot at $0.92$ standard deviations with a negative post-knot slope, the opposite of a tipping point. The smooth form is retained for Seshat.	130	+A hinge in $P$ with its knot chosen on the training fold, and a three-degree-of-freedom spline, improve on the linear model out of sample in only 10\% and 8\% of the fifty polity-blocked folds (Table~\ref{tab:h4}); the in-sample hinge places its knot at $0.92$ standard deviations with a negative post-knot slope, the opposite of a tipping point. The smooth form is retained for Seshat.
116		131
117	\subsection{Polity duration and succession}	132	\subsection{Polity duration and succession}
118	\label{sec:hist-y2}	133	\label{sec:hist-y2}
119		134
120	−The mismatch index is unrelated to the hazard of a polity's end (Table~\ref{tab:y2y3}): hazard ratios of 1.03 (SE 0.06) and 1.00 (SE 0.07, Schoenfeld test $p=0.98$) with 302 and 201 events. Capacity, entered with scale, is associated with a \emph{higher} hazard (ratio 1.75, SE 0.20 on the log scale), which we read as periodization rather than fragility: well-documented complex polities are divided into more, shorter Seshat polities than poorly documented simple ones. Discontinuous succession, coded for 207 polities with 37 discontinuities, is unrelated to $P$ ($0.02$ and $0.24$ log-odds, SE 0.39 and 0.33).	135	+The mismatch index is unrelated to the hazard of a polity's end (Table~\ref{tab:y2y3}): hazard ratios of 1.03 (SE 0.06) and 1.00 (SE 0.07, Schoenfeld test $p=0.98$) with 302 and 201 events. Capacity, entered with scale, is associated with a \emph{higher} hazard of a polity's end (ratio 1.75, SE 0.20 on the log scale). Our first reading was periodization: well-documented complex polities are divided into more, shorter Seshat polities than poorly documented simple ones, and the number of polities coded in a natural geographic area does correlate 0.29 with capacity and does raise the hazard (ratio 1.37, SE 0.14). But controlling for it leaves the capacity coefficient almost unchanged (ratio 1.71, SE 0.20), so periodization is at most part of the story. The pre-registered secondary outcome therefore yields a result that runs against the hypothesis: in Seshat, higher-capacity polities end sooner, not later, and the paper reports it as such rather than explaining it away. Candidate explanations---more frequent dynastic turnover being coded as polity change in complex states, or genuine fragility of elaborate administrations \citep{tainter1988}---are not distinguishable here. Discontinuous succession, coded for 207 polities with 37 discontinuities, is unrelated to $P$ ($0.02$ and $0.24$ log-odds, SE 0.39 and 0.33).
121		136
122	\begin{table}[H]	137	\begin{table}[H]
123	\centering\footnotesize	138	\centering\footnotesize

modified paper/sections/results_modern.tex +5 −5

				@@ -6,7 +6,7 @@ The modern panel is the form of the test that the mandate's event-risk model has
6	\subsection{H2: instability events in the next five years}	6	\subsection{H2: instability events in the next five years}
7	\label{sec:modern-h2}	7	\label{sec:modern-h2}
8		8
9	−In the primary specification (Table~\ref{tab:h2-modern}), a one-standard-deviation higher mismatch is associated with $0.40$ higher log-odds of at least one civil-war onset, coup or irregular regime end in the following five years (SE 0.09; 14,637 country-years, 2,692 event windows), conditional on development, electoral democracy, time since the last event, region and year. The coefficient is $0.72$ without covariates, $1.31$ in a conditional logit with country and decade effects (which uses only countries that experience at least one event window), and $0.11$ in probability units in a linear model with country and year effects. It is positive for every horizon (0.33 at one year, 0.39 at three, 0.45 at ten), largest for civil-war onsets (1.01, SE 0.20), small and imprecise for coups (0.20, SE 0.14) and intermediate for irregular regime ends (0.25, SE 0.09); it does not depend on the capacity aggregation, on standardizing within years, on adding land area to demand, on dropping the nineteenth century, on removing the democracy control or on adding the persistence control (Table~\ref{tab:h2-modern-robust}). Every held-out region and period gives a pooled coefficient between $0.29$ and $0.47$, and every within-block estimate is positive (Table~\ref{tab:h5-modern}, Figure~\ref{fig:forest}). The second H2 primary test also passes the conventional bar.	9	+In the primary specification (Table~\ref{tab:h2-modern}), a one-standard-deviation higher mismatch is associated with $0.39$ higher log-odds of at least one civil-war onset, coup or irregular regime end in the following five years (SE 0.09; 14,637 country-years, of which 2,692 have an event in their five-year window; the windows overlap, and the sample contains 901 distinct event-years out of 1,676 in the full panel), conditional on development, electoral democracy, time since the last event (with an indicator for countries whose spell is left-censored at panel entry), region and year. The coefficient is $0.72$ without covariates, $1.33$ in a conditional logit with country and decade effects (which uses only countries that experience at least one event window), and $0.11$ in probability units in a linear model with country and year effects. It is positive for every horizon (0.32 at one year, 0.38 at three, 0.45 at ten), largest for civil-war onsets (1.02, SE 0.19), small and imprecise for coups (0.19, SE 0.14) and intermediate for irregular regime ends (0.24, SE 0.09); it does not depend on the capacity aggregation, on standardizing within years, on adding land area to demand, on dropping the nineteenth century, on removing the democracy control or on adding the persistence control (Table~\ref{tab:h2-modern-robust}). Every held-out region and period gives a pooled coefficient of similar size, and every within-block estimate is positive (Table~\ref{tab:h5-modern}, Figure~\ref{fig:forest}). The second H2 primary test also passes the conventional bar.
10		10
11	\begin{table}[H]	11	\begin{table}[H]
12	\centering\footnotesize	12	\centering\footnotesize
				@@ -21,7 +21,7 @@ Specification & Term & Coef. & SE & $n$ & Events \\
21	\end{tabular}	21	\end{tabular}
22	\end{table}	22	\end{table}
23		23
24	−The baselines, placebo and negative control tell the rest (Table~\ref{tab:h2-modern}, Figure~\ref{fig:coefplot}). Population alone is weakly associated with instability ($0.13$, SE 0.07); capacity alone is strongly and negatively associated ($-0.63$, SE 0.13), as is development ($-0.56$ per log unit of GDP per capita). With population and capacity entered separately, population carries $0.17$ (SE 0.07) and capacity $-0.71$ (SE 0.14); conditional on capacity, the mismatch adds $0.23$ (SE 0.09). The signal in $P$ is, here, overwhelmingly the capacity component with the sign reversed. The placebo that replaces capacity with electoral democracy is associated at $0.20$ (SE 0.06) against $0.45$ (SE 0.08) for $P$ with the same controls, so the capacity items do carry information beyond regime type, which is reassuring for the measurement model but not for the hypothesis. The negative control is not reassuring: past events, in the five years before $t$, are associated with $P_t$ at $0.44$ (SE 0.10), against $0.48$ (SE 0.10) for future events with the same controls. A predictor that is as strongly related to what has already happened as to what will happen is a marker of chronically unstable countries, not a leading indicator, and the pre-registration said in advance that a negative control of this kind would be read that way.	24	+The baselines, placebo and negative control tell the rest (Table~\ref{tab:h2-modern}, Figure~\ref{fig:coefplot}). Population alone is weakly associated with instability ($0.12$, SE 0.07); capacity alone is strongly and negatively associated ($-0.63$, SE 0.13), as is development ($-0.58$ per log unit of GDP per capita). With population and capacity entered separately, population carries $0.17$ (SE 0.07) and capacity $-0.70$ (SE 0.14), and the restriction $\beta_D + \beta_K = 0$ that the mismatch index imposes is rejected (sum $-0.54$, SE 0.15, Wald $p<0.001$): in the modern panel $P$ is a misspecified summary of two components of unequal weight, and the row that adds $K$ to $P$ (which is algebraically the same model) shows the mismatch adding $0.23$ (SE 0.09) once capacity is held fixed---that is, the population component. The signal in $P$ is, here, overwhelmingly the capacity component with the sign reversed. The placebo that replaces capacity with electoral democracy is associated at $0.20$ (SE 0.06) against $0.45$ (SE 0.08) for $P$ with the same controls, so the capacity items do carry information beyond regime type, which is reassuring for the measurement model but not for the hypothesis. The negative control, read by the letter of the pre-registration, passes: past events in the five years before $t$ are associated with $P_t$ at $0.44$ (SE 0.10), against $0.48$ (SE 0.10) for future events with the same controls, so the forward association is not weaker than the backward one. But the margin is within one standard error, and a predictor that is nearly as strongly related to what has already happened as to what will happen behaves like a marker of chronically unstable countries rather than a leading indicator; we report both the literal verdict and this reading.
25		25
26	\begin{table}[H]	26	\begin{table}[H]
27	\centering\footnotesize	27	\centering\footnotesize
				@@ -36,7 +36,7 @@ Variant & Term & Coef. & SE & $n$ & Events \\
36	\end{tabular}	36	\end{tabular}
37	\end{table}	37	\end{table}
38		38
39	−Out of sample (Table~\ref{tab:h2-modern-cv}, Figure~\ref{fig:calibration}) the verdict is the same as in Seshat with the roles of the components exchanged. Under forward chaining, the model with $P$ has a slightly higher area under the curve than the fixed-effects model (0.773 against 0.768) and than population alone, but a lower one than capacity alone (0.777) and than population and capacity together (0.779), and it never beats the capacity-only model on log-likelihood or discrimination in any of the three temporal splits; with regions held out it beats capacity alone in one of six folds on log-likelihood and three of six on discrimination. All models are well calibrated under forward chaining (slopes 0.95--0.99) and all are badly calibrated when a whole region is held out (slopes about 0.43), which is itself a finding: the level of instability risk is regional, and no index built from scale and capacity transports it. Under the pre-registered 80\% rule, $P$ fails against the capacity-only and the scale-plus-capacity baselines in both schemes, and the second H2 primary test is therefore not passed.	39	+Out of sample (Table~\ref{tab:h2-modern-cv}, Figure~\ref{fig:calibration}) the verdict is the same as in Seshat with the roles of the components exchanged. Under forward chaining (three temporal splits, the first of which trains on 1820--1945 and tests on 1946--1975), the model with $P$ has the highest mean area under the curve (0.732 against 0.722 for the fixed-effects model, 0.724 for population or capacity alone and 0.726 for both), but it beats the capacity-only and the scale-plus-capacity baselines in only one of the three splits on either metric; with regions held out it beats capacity alone in one of six folds on log-likelihood and three of six on discrimination. All models are reasonably calibrated under forward chaining (slopes 0.77--0.79) and all are badly calibrated when a whole region is held out (slopes about 0.40), which is itself a finding: the level of instability risk is regional, and no index built from scale and capacity transports it. Under the pre-registered 80\% rule, $P$ fails against the capacity-only and the scale-plus-capacity baselines in both schemes (the latter nests the former, so this is the expected outcome whenever the restriction is wrong), and the second H2 primary test is therefore not passed.
40		40
41	\begin{table}[H]	41	\begin{table}[H]
42	\centering\footnotesize	42	\centering\footnotesize
				@@ -88,7 +88,7 @@ Held-out block & Pooled $\beta_P$ & SE & $n$ & Within $n$ & Within-block (SE) \\
88	\subsection{Sensitivity to unobservables}	88	\subsection{Sensitivity to unobservables}
89	\label{sec:modern-sens}	89	\label{sec:modern-sens}
90		90
91	−Table~\ref{tab:sensitivity} applies Oster's and Cinelli--Hazlett's diagnostics to the linear-probability version of the primary model. Adding the controls moves the coefficient from $0.082$ to $0.038$ while raising $R^2$ from 0.127 to 0.161; the bias-adjusted coefficient at $R_{\max}=1.3R^2$ and $\delta=1$ is $-0.024$, on the other side of zero. The partial $R^2$ of $P$ is 0.006 and the robustness value is 0.072: an unobserved confounder that explained seven percent of the residual variance of both the mismatch and the outcome would suffice to remove the association. Under the conventions of the sensitivity literature this is a fragile coefficient.	91	+Table~\ref{tab:sensitivity} applies Oster's and Cinelli--Hazlett's diagnostics to the linear-probability version of the primary model. Adding the controls moves the coefficient from $0.082$ to $0.037$ while raising $R^2$ from 0.127 to 0.161; the bias-adjusted coefficient at $R_{\max}=1.3R^2$ and $\delta=1$ is $-0.030$, on the other side of zero. The partial $R^2$ of $P$ is 0.005 and the robustness value is 0.07: an unobserved confounder that explained seven percent of the residual variance of both the mismatch and the outcome would suffice to remove the association. Two caveats apply. Proportional selection ($\delta=1$) is a strong assumption when one of the controls, electoral democracy, correlates 0.75 with a component of the regressor, so the Oster adjustment overstates the plausible bias; and the robustness value, while twelve times the partial $R^2$ of $P$, has no benchmark covariate against which to judge it. The coefficient is fragile under these conventions, not shown to be spurious.
92		92
93	\begin{table}[H]	93	\begin{table}[H]
94	\centering\footnotesize	94	\centering\footnotesize
				@@ -106,7 +106,7 @@ Quantity & Value \\
106	\subsection{H4: a nonlinearity of negligible size}	106	\subsection{H4: a nonlinearity of negligible size}
107	\label{sec:modern-h4}	107	\label{sec:modern-h4}
108		108
109	−With country-blocked folds, the hinge improves on the linear form in 12 of 15 folds and the spline in 13 (Table~\ref{tab:h4}), which meets the pre-registered 80\% rule by one fold. The improvement is 0.001 nats per observation; the in-sample curve (Figure~\ref{fig:h4curve}) is a mild convexity around the median rather than a step, and the hinge knot is at $-0.08$ standard deviations, i.e.\ at the centre of the distribution. We report this as a marginal nonlinearity consistent with the smooth convexity of Theorem~\ref{thm:backlog} and not as a threshold; the pre-registration's falsifier for H4 was a hinge or step model that \emph{outperforms} the smooth one, and a spline is a smooth model.	109	+With country-blocked folds, the hinge improves on the linear form in 11 of 15 folds and the spline in 12 (Table~\ref{tab:h4}); the spline meets the pre-registered 80\% rule exactly and the hinge does not. By the letter of the pre-registration, H4 is therefore not rejected in the modern panel. The improvement is 0.003 nats per observation; the in-sample curve (Figure~\ref{fig:h4curve}) is a mild convexity around the median rather than a step, and the hinge knot is at $-0.08$ standard deviations, i.e.\ at the centre of the distribution. We report this as a nonlinearity that survives the rule but is small, consistent with the smooth convexity of Theorem~\ref{thm:backlog} rather than with a tipping point; the pre-registration's falsifier for H4 was a hinge or step model that \emph{outperforms} the smooth one, and the form that passes is the smooth spline.
110		110
111	\begin{table}[H]	111	\begin{table}[H]
112	\centering\footnotesize	112	\centering\footnotesize

modified paper/sections/simulation.tex +20 −20

				@@ -1,27 +1,27 @@
1	\section{Agent-based experiments}	1	\section{Agent-based experiments}
2	\label{sec:sim}	2	\label{sec:sim}
3		3
4	−Everything in this section is \SIM. The simulation exists to measure what the historical record cannot: messages, bits, queues, overhead and failures under institutional regimes that are \emph{imposed} by the experimenter. Nothing emerges in these experiments, and nothing in them is evidence about history; they test the theorems of Section~\ref{sec:theory} and search for the conditions under which institutions reduce efficiency or add fragility, as the pre-registration requires.	4	+Everything in this section is \SIM. The simulation exists to measure what the historical record cannot: messages, bits, queues, overhead and failures under institutional regimes that are \emph{imposed} by the experimenter. Nothing emerges in these experiments, and nothing in them is evidence about history; they instantiate the theorems of Section~\ref{sec:theory} in a system where the quantities they speak of are defined, and they search for the conditions under which institutions reduce efficiency or add fragility, as the pre-registration requires. Two things should be said before any number. First, the error structure is a parameter, not a finding: agents without a shared code misdecode with a probability proportional to their dialect distance (0.25 per unit), agents with a code with probability 0.02, and agents who can verify against a record not at all. Any statement that institutions ``raise success'' in this model is therefore a statement about those parameters, and the ablation that varies them is the one to read. What the model measures that is not assumed is the \emph{cost} side: bits, messages, queueing delay, overhead, and how they scale and fail. Second, the regimes are compared at an equal total administrative budget, so that federation can gain only by relaying less.
5		5
6	\subsection{Design}	6	\subsection{Design}
7	\label{sec:sim-design}	7	\label{sec:sim-design}
8		8
9	−$N$ agents are placed at random in the unit square and linked on a lattice-like nearest-neighbour graph, a small-world rewiring of it, or a random graph of the same degree. Each period, tasks arrive at rate $\lambda = 0.5$ per producing agent; a task is initiated by one agent and requires $k=3$ participants---the initiator and two network neighbours---to hold the same plan, drawn from a set of $s=64$ plans with a Zipf distribution of exponent 0 (uniform, entropy 6 bits) or 1 (entropy 4.86 bits). The initiator must communicate the plan. Each agent can process a bounded number of messages per period (2 or 8); excess messages queue first-in-first-out, and a task whose last message is served more than three periods after arrival fails. Agents differ in a continuous ``dialect'' that is partly spatial; without a shared code, a message is misdecoded with probability proportional to the dialect distance (0.25 per unit), and misdecoded tasks fail. Five regimes are compared. \emph{None}: raw messages of $\lceil\log_2 s\rceil$ bits per recipient, dialect errors, one acknowledgement round. \emph{Norms}: a shared Shannon code optimal for the plan distribution, lower decoding error (0.02), a one-time learning cost of 200 bits per agent, and, after a shift in the plan distribution, a stale code until the institution re-learns it ten periods later. \emph{Records}: norms plus a written record per task (four bits of administrative overhead) against which recipients verify, eliminating decoding errors and the acknowledgement round. \emph{Central}: records plus an eight-ary administrative tree through whose root every task is relayed; administrators have their own bandwidth and are withdrawn from production. \emph{Federated}: the same tree, but a task is relayed only up to the lowest common ancestor of its participants, so that local tasks never reach the root. Administrative bandwidth is set as a ratio (0.5 or 2) of the expected relayed load. Shocks at period 20 of 40 either shift the plan distribution (a cyclic permutation chosen to reach a target Kullback--Leibler divergence; the achieved divergence, 0.52 bits, is recorded) or remove half of the links. The main design crosses $N\in\{50,200,800\}$, three networks, two bandwidths, two entropies, three shock conditions and five regimes with eight seeds (6,048 runs); the ablations (584 runs) vary verification, adaptation speed, horizon, learning cost, heterogeneity, administrative capacity, branching and the plan space. Measured outcomes are task success, messages and bits per task, bits per successful task with and without set-up, latency, failure shares by cause, administrative overhead share, welfare (task value minus a cost per bit), the Gini coefficient of benefits among producers, and root load. Entropies, code lengths and divergences are computed because the plan distribution and the code are defined by the experimenter.	9	+$N$ agents are placed at random in the unit square and linked on a lattice-like nearest-neighbour graph, a small-world rewiring of it, or a random graph of the same degree. Each period, tasks arrive at rate $\lambda = 0.5$ per producing agent; a task is initiated by one agent and requires $k=3$ participants---the initiator and two network neighbours---to hold the same plan, drawn from a set of $s=64$ plans with a Zipf distribution of exponent 0 (uniform, entropy 6 bits) or 1 (entropy 4.86 bits). The initiator must communicate the plan to its two partners (there is no broadcast). Each agent can process a bounded number of messages per period (2 or 8); excess messages queue first-in-first-out, and a task whose last message is served more than three periods after arrival fails. Five regimes are compared. \emph{None}: raw messages of $\lceil\log_2 s\rceil$ bits per recipient, dialect errors, and a one-bit acknowledgement round that doubles the messages each agent must process. \emph{Norms}: a shared Shannon code optimal for the plan distribution (Shannon rather than Huffman lengths, so that the stale-code penalty of Theorem~\ref{thm:stale} applies verbatim), lower decoding error, a one-time learning cost of 200 bits per agent, and, after a shift in the plan distribution, a stale code until the institution re-learns it ten periods later. \emph{Records}: norms plus a written record per task (four bits of administrative overhead) against which recipients verify, which removes decoding errors and replaces the acknowledgement round. \emph{Central}: records plus an eight-ary administrative tree; every task is relayed from the initiator up to the root and down to each partner, the codeword is transmitted on every hop, and every administrator on the path processes one message per hop. \emph{Federated}: the same tree, but a task is relayed only up to the lowest common ancestor of its participants, so that local tasks never reach the root. Administrators are withdrawn from production. The total administrative budget is a multiple (0.5 or 2 in the main design; 0.25 to 4 in the ablation) of the expected relayed load of the \emph{central} design, and it is allocated to administrators in proportion to the load each one carries in a five-period warm-up with unconstrained capacity (``capacity follows load''); central and federated designs therefore face the same budget, and the budget multiple is the inverse utilization of the central design in the sense of Theorem~\ref{thm:backlog}. Shocks at period 20 of 40 either shift the plan distribution (a cyclic permutation reaching a Kullback--Leibler divergence of 1.03 bits in the non-uniform cells; in uniform cells the shift is a no-op and those cells are excluded from the shock statistics) or remove half of the links among agents (the administrative tree is not touched). The main design crosses $N\in\{50,200,800\}$, three networks, two bandwidths, two entropies, three shock conditions and five regimes with eight seeds (6,048 runs); the ablations (584 runs) vary verification, adaptation speed, horizon, learning cost, heterogeneity, administrative budget, branching and the plan space. Measured outcomes are task success, messages and bits per task, bits per successful task with and without set-up, latency, failure shares by cause, administrative overhead share, welfare (task value minus a cost per bit), the Gini coefficient of benefits among producers, and root load. Shock effects are difference-in-differences against the unshocked run of the same cell and seed. Entropies, code lengths and divergences are computed because the plan distribution and the code are defined by the experimenter.
10		10
11	−\subsection{H3: institutions lower the cost of coordination---with exceptions}	11	+\subsection{H3: the cost side}
12	\label{sec:sim-h3}	12	\label{sec:sim-h3}
13		13
14	−Table~\ref{tab:sim-paired} pairs each institutional run with the no-institution run of the same cell and seed. Shared norms lower the operating bits per successful task in 99.7\% of pairs and raise success in 99.3\%, by eliminating most decoding failures between heterogeneous agents; records do so in 71\% and 100\% of pairs, and raise welfare in every pair. Once set-up costs are included, however, norms are never cheaper than nothing within the forty-period horizon: the coding gain of about one bit per recipient on a six-bit plan space does not repay 200 bits of learning per agent, exactly as Theorem~\ref{thm:breakeven} says it should not, and the ablation confirms that the code pays for itself only with a 256-plan space, a Zipf exponent of 1.5 and a 160-period horizon (Table~\ref{tab:sim-ablation}, Figure~\ref{fig:sim-phase}). Centralized administration with capacity twice the expected load is indistinguishable from records in success and bits, adds messages (relay), and lowers welfare in half the cells because administrators are withdrawn from production; with capacity at half the expected load it is worse than no institution in 99\% of pairs, success falls by 0.44 on average, and welfare by 28 units per agent (Table~\ref{tab:sim-loss}). Federated routing at the same insufficient capacity keeps success higher than no institution in 84\% of pairs, because most tasks never reach the root: the root-load bound of Theorem~\ref{thm:routing} is what separates the two hierarchies (Table~\ref{tab:sim-capacity}, Figure~\ref{fig:sim-phase}). Figure~\ref{fig:sim-scaling} shows the scaling with $N$: messages per task rise with the depth of the tree for the hierarchies and are constant for the flat regimes, bits per success are flat in $N$ for all regimes, and inequality of benefits is slightly higher under the hierarchies.	14	+Table~\ref{tab:sim-paired} pairs each institutional run with the no-institution run of the same cell and seed, and Table~\ref{tab:sim-loss} counts the design cells in which an institution does worse than nothing. Shared norms lower the operating bits per successful task in 99.7\% of pairs; once the 200-bit learning cost is included they are never cheaper within the forty-period horizon, because the coding gain of a six-bit plan space is about one bit per recipient (Table~\ref{tab:sim-ablation}: the Shannon code averages 5.44 bits at Zipf exponent 1 against 6 raw bits), exactly the break-even arithmetic of Theorem~\ref{thm:breakeven}; the ablation finds the code repaying its learning cost only with a 256-plan space, a Zipf exponent of 1.5 and a 160-period horizon (Figure~\ref{fig:sim-phase}). Records lower operating cost in 71\% of pairs and raise welfare in every pair, the acknowledgement round they replace being what saturates agents' queues at low bandwidth in the flat regimes (at bandwidth 2, flat regimes complete about half of their tasks and records 96\%; at bandwidth 8 all complete more than 90\%). The hierarchies are expensive in bits because the codeword travels on every hop: at the reference budget, central administration costs 83 bits per successful task against 25 for records and 15 for nothing, federated administration 53, and both lower welfare below the flat institutional regimes in half the cells because administrators are withdrawn from production. With a budget at half the central design's load, central administration fails almost every task (success down by 0.49 relative to nothing; welfare loss in all 108 cells), and federation, which relays fewer hops, does only somewhat better (success down by 0.29; welfare loss in 80\% of cells). Figure~\ref{fig:sim-scaling} shows the scaling with $N$: messages and bits per task grow with the depth of the tree for the hierarchies and are flat for the flat regimes; inequality of benefits is slightly higher under the hierarchies.
15		15
16	\begin{table}[H]	16	\begin{table}[H]
17	\centering\footnotesize	17	\centering\footnotesize
18	−\caption{\SIM\ Paired comparison of each institutional regime with the no-institution run of the same cell and seed (main design, 864 pairs per row). Shares of pairs in which the regime has lower bits per successful task (operating; including set-up), higher success and higher welfare, and mean differences.}	18	+\caption{\SIM\ Paired comparison of each institutional regime with the no-institution run of the same cell and seed (main design, 864 pairs per row). Shares of pairs in which the regime has lower bits per successful task (operating; including set-up), higher success and higher welfare, and mean differences. The budget multiple is relative to the central design's expected relayed load.}
19	\label{tab:sim-paired}	19	\label{tab:sim-paired}
20	\resizebox{\textwidth}{!}{\begin{tabular}{l r r r r r r r r r}	20	\resizebox{\textwidth}{!}{\begin{tabular}{l r r r r r r r r r}
21	\toprule	21	\toprule
22	−Regime & Cap.\ ratio & Pairs & Lower bits & Lower incl.\ set-up & Higher success & Higher welfare & $\Delta$ bits/success & $\Delta$ success & $\Delta$ welfare \\	22	+Regime & Budget & Pairs & Lower bits & Lower incl.\ set-up & Higher success & Higher welfare & $\Delta$ bits/success & $\Delta$ success & $\Delta$ welfare \\
23	\midrule	23	\midrule
24	−\input tables/tab_sim_paired	24	+\input tables/tab_sim_paired
25	\bottomrule	25	\bottomrule
26	\end{tabular}}	26	\end{tabular}}
27	\end{table}	27	\end{table}
				@@ -32,9 +32,9 @@ Regime & Cap.\ ratio & Pairs & Lower bits & Lower incl.\ set-up & Higher success
32	\label{tab:sim-loss}	32	\label{tab:sim-loss}
33	\begin{tabular}{l r r r r r}	33	\begin{tabular}{l r r r r r}
34	\toprule	34	\toprule
35	−Regime & Cap.\ ratio & Cells & Welfare loss & Bits loss & Success loss \\	35	+Regime & Budget & Cells & Welfare loss & Bits loss & Success loss \\
36	\midrule	36	\midrule
37	−\input tables/tab_sim_loss	37	+\input tables/tab_sim_loss
38	\bottomrule	38	\bottomrule
39	\end{tabular}	39	\end{tabular}
40	\end{table}	40	\end{table}
				@@ -42,37 +42,37 @@ Regime & Cap.\ ratio & Cells & Welfare loss & Bits loss & Success loss \\
42	\begin{figure}[H]	42	\begin{figure}[H]
43	\centering	43	\centering
44	\includegraphics[width=\textwidth]{figures/fig_sim_scaling.pdf}	44	\includegraphics[width=\textwidth]{figures/fig_sim_scaling.pdf}
45	−\caption{\SIM\ Scaling by regime without shocks (administrative capacity ratio 2): bits per successful task including set-up (log scale), success rate and messages per task against $N$; means and 95\% confidence intervals over cells and seeds.}	45	+\caption{\SIM\ Scaling by regime without shocks (budget multiple 2): bits per successful task including set-up (log scale), success rate and messages per task against $N$; means and 95\% confidence intervals over cells and seeds.}
46	\label{fig:sim-scaling}	46	\label{fig:sim-scaling}
47	\end{figure}	47	\end{figure}
48		48
49	\subsection{Theorems in silico}	49	\subsection{Theorems in silico}
50	\label{sec:sim-theorems}	50	\label{sec:sim-theorems}
51		51
52	−The coding-gain sweep reproduces Theorem~\ref{thm:coding} cell by cell: the expected code length lies in $[H(p), H(p)+1)$ for every plan space and exponent, and the code is shorter than raw description whenever $H(p) \le \log_2 s - 1$; in the one cell where the distribution is nearly uniform (exponent 0.5, entropy 5.78 bits) the Shannon code is \emph{longer} than the six raw bits (6.24), which is the exception the theorem allows and a reminder that standardization is not free when there is little regularity to exploit. After a distribution shock, a non-adapting code costs 1.90 extra bits per recipient against a divergence of 1.98 bits, within the one-bit rounding of Theorem~\ref{thm:stale}; a code that re-learns after ten periods pays half of that, and an instantly adapting code almost nothing (Table~\ref{tab:sim-ablation}). Because decoding success does not depend on which plan was drawn, distribution shocks raise cost without lowering success in this model (Table~\ref{tab:sim-shocks}); link removal, by contrast, concentrates load on surviving neighbours and lowers success by about 0.08 under the hierarchies and records and by almost nothing under flat regimes (difference-in-differences against the unshocked run of the same cell). The capacity sweep traces the saturation of Theorem~\ref{thm:backlog}: central success collapses as the capacity ratio falls below one, while federated routing degrades gracefully (Figure~\ref{fig:sim-phase}).	52	+The coding-gain sweep reproduces Theorem~\ref{thm:coding}: the expected code length lies in $[H(p), H(p)+1)$ for every plan space and exponent, and it is below the raw length whenever $H(p) \le \log_2 s - 1$. In the one cell where the distribution is nearly uniform (exponent 0.5, entropy 5.78 bits) the Shannon code is longer than the six raw bits (6.24). As the remark after Theorem~\ref{thm:coding} notes, this is a property of the suboptimal Shannon code, not of coding: a Huffman code is never longer than the fixed-length code. We keep the Shannon code because it is the one Theorem~\ref{thm:stale} is stated for, and the sweep then reproduces that theorem too: after a shift in the plan distribution, a non-adapting code costs 1.90 extra bits per recipient against a divergence of 1.98 bits, within the one-bit rounding; a code that re-learns after ten periods pays half, an instantly adapting code almost nothing. Because decoding success does not depend on which plan was drawn, distribution shocks raise cost without lowering success in this model (Table~\ref{tab:sim-shocks}), which is a modelling choice and not a finding. Link removal lowers success by 0.07--0.08 under records and the hierarchies at the reference budget and by almost nothing under the flat regimes; the latter is partly a floor effect, since at bandwidth 2 the flat regimes are already failing half of their tasks before the shock (the replication package reports the decomposition by bandwidth). The budget sweep traces the saturation of Theorem~\ref{thm:backlog} and the routing bound of Theorem~\ref{thm:routing} together (Table~\ref{tab:sim-capacity}, Figure~\ref{fig:sim-phase}): central success is 0.03 at a budget of half the load, 0.48 at a budget equal to the load, and 0.94 at one and a half times; federated success, with the same budgets, is 0.29, 0.99 and 1.00, because its root carries a tenth of the central root's load.
53		53
54	\begin{table}[H]	54	\begin{table}[H]
55	\centering\footnotesize	55	\centering\footnotesize
56	−\caption{\SIM\ Shock responses by regime: difference-in-differences of success and of bits per task (post minus pre, shocked minus unshocked run of the same cell and seed); standard error of the mean in parentheses; achieved divergence for distribution shocks.}	56	+\caption{\SIM\ Shock responses by regime: difference-in-differences of success and of bits per task (post minus pre, shocked minus unshocked run of the same cell and seed); standard error of the mean in parentheses; achieved divergence for distribution shocks (non-uniform cells only).}
57	\label{tab:sim-shocks}	57	\label{tab:sim-shocks}
58	\begin{tabular}{l l r r r r}	58	\begin{tabular}{l l r r r r}
59	\toprule	59	\toprule
60	−Shock & Regime & Cap.\ ratio & $\Delta$ success (SE) & $\Delta$ bits/task & $D_{KL}(q\|p)$ \\	60	+Shock & Regime & Budget & $\Delta$ success (SE) & $\Delta$ bits/task & $D_{KL}(q\|p)$ \\
61	\midrule	61	\midrule
62	−\input tables/tab_sim_shocks	62	+\input tables/tab_sim_shocks
63	\bottomrule	63	\bottomrule
64	\end{tabular}	64	\end{tabular}
65	\end{table}	65	\end{table}
66		66
67	\begin{table}[H]	67	\begin{table}[H]
68	\centering\footnotesize	68	\centering\footnotesize
69	−\caption{\SIM\ Hierarchy saturation ($N=200$, lattice): success, latency failures, mean latency and root load against the administrative capacity ratio.}	69	+\caption{\SIM\ Hierarchy saturation ($N=200$, lattice): success, latency failures, mean latency and root load against the administrative budget multiple, at equal total budgets for the two designs.}
70	\label{tab:sim-capacity}	70	\label{tab:sim-capacity}
71	\begin{tabular}{l r r r r r}	71	\begin{tabular}{l r r r r r}
72	\toprule	72	\toprule
73	−Regime & Cap.\ ratio & Success & Latency failures & Latency & Root load \\	73	+Regime & Budget & Success & Latency failures & Latency & Root load \\
74	\midrule	74	\midrule
75	−\input tables/tab_sim_capacity	75	+\input tables/tab_sim_capacity
76	\bottomrule	76	\bottomrule
77	\end{tabular}	77	\end{tabular}
78	\end{table}	78	\end{table}
				@@ -82,7 +82,7 @@ Regime & Cap.\ ratio & Success & Latency failures & Latency & Root load \\
82	\begin{subfigure}[t]{0.48\textwidth}\centering\includegraphics[width=\textwidth]{figures/fig_sim_phase.pdf}\caption{Saturation of hierarchies.}\end{subfigure}\hfill	82	\begin{subfigure}[t]{0.48\textwidth}\centering\includegraphics[width=\textwidth]{figures/fig_sim_phase.pdf}\caption{Saturation of hierarchies.}\end{subfigure}\hfill
83	\begin{subfigure}[t]{0.48\textwidth}\centering\includegraphics[width=\textwidth]{figures/fig_sim_breakeven.pdf}\caption{Break-even of a shared code.}\end{subfigure}\\[2mm]	83	\begin{subfigure}[t]{0.48\textwidth}\centering\includegraphics[width=\textwidth]{figures/fig_sim_breakeven.pdf}\caption{Break-even of a shared code.}\end{subfigure}\\[2mm]
84	\includegraphics[width=0.75\textwidth]{figures/fig_sim_shocks.pdf}	84	\includegraphics[width=0.75\textwidth]{figures/fig_sim_shocks.pdf}
85	−\caption{\SIM\ Phase diagram of success against administrative capacity (left), ratio of bits per success with and without a shared code against the horizon (right), and difference-in-differences shock responses (bottom).}	85	+\caption{\SIM\ Success against the administrative budget multiple (left), ratio of bits per success with and without a shared code against the horizon (right), and difference-in-differences shock responses (bottom).}
86	\label{fig:sim-phase}	86	\label{fig:sim-phase}
87	\end{figure}	87	\end{figure}
88		88
				@@ -94,7 +94,7 @@ Regime & Cap.\ ratio & Success & Latency failures & Latency & Root load \\
94	\toprule	94	\toprule
95	Ablation & Result \\	95	Ablation & Result \\
96	\midrule	96	\midrule
97	−\input tables/tab_sim_ablation	97	+\input tables/tab_sim_ablation
98	\bottomrule	98	\bottomrule
99	\end{tabular}	99	\end{tabular}
100	\end{table}	100	\end{table}
				@@ -102,4 +102,4 @@ Ablation & Result \\
102	\subsection{What the experiments say about the hypothesis}	102	\subsection{What the experiments say about the hypothesis}
103	\label{sec:sim-verdict}	103	\label{sec:sim-verdict}
104		104
105	−H3 is supported in the operating sense and refuted in the total-cost sense within short horizons, which is the content of Theorem~\ref{thm:breakeven}; the experiments also show that the benefit of institutions in this model comes at least as much from eliminating misunderstanding between heterogeneous agents as from shortening messages, since the coding gain on a six-bit plan space is small while the decoding gain is large (with heterogeneity at 0.6, success is 0.81 without a code and 0.96 with one; with heterogeneity at 0.05 the ranking reverses, 0.98 against 0.96, because the code's own error rate is then the larger one). The fragility search found what the framework predicts: institutions hurt when their fixed cost is not amortized, when a centralized hierarchy is asked to relay more than it can process, and when there is too little regularity for a code to compress. None of these cases is exotic. All of them are described in the historical literature on over-extended administrations and rigid bureaucracies, and none of them is measurable with the indicators available in Seshat.	105	+On the cost side, which is the side the model actually measures, H3 is supported for operating cost and refuted for total cost within short horizons: a code saves bits per task in proportion to the regularity of the task environment, and it repays its learning cost only when that regularity is large and the horizon long (Theorem~\ref{thm:breakeven}). Records are the regime that wins most often, and they win by replacing a round of acknowledgements with a lookup, not by compressing messages. Hierarchies buy routing at the price of relaying, and they fail abruptly when the budget falls below the load they relay; federation halves that load and is the only hierarchical design that survives a tight budget. On the success side, the ranking of regimes is the ranking of their error parameters: with heterogeneity at 0.6 the no-code regime succeeds in 81\% of tasks against 96\% with a code, with heterogeneity at 0.05 the ranking reverses (98\% against 96\%) because the code's own error rate is then the larger one. The fragility search therefore finds what the framework predicts and nothing else: institutions hurt when their fixed cost is not amortized, when a hierarchy is asked to relay more than it can process, and when there is too little regularity for a code to compress. These are the cases the historical literature on over-extended administrations and rigid bureaucracies describes, and none of them is measurable with the indicators available in Seshat.

modified paper/sections/synthesis.tex +5 −5

				@@ -14,10 +14,10 @@ Table~\ref{tab:observable} sets the framework's mechanisms against the two kinds
14	\toprule	14	\toprule
15	Mechanism & Historical record (\EMP) & Simulation (\SIM) \\	15	Mechanism & Historical record (\EMP) & Simulation (\SIM) \\
16	\midrule	16	\midrule
17	−Coding gain (Thm.~\ref{thm:coding}) & Not observable: presence of codes, not message lengths & Reproduced in every cell; one cell where the code is longer than raw \\	17	+Coding gain (Thm.~\ref{thm:coding}) & Not observable: presence of codes, not message lengths & Reproduced in every cell; Shannon code longer than raw in one near-uniform cell \\
18	Break-even (Thm.~\ref{thm:breakeven}) & Indirect: capacity rises with scale (H1) & Code repaid only with large concentrated plan space and long horizon \\	18	Break-even (Thm.~\ref{thm:breakeven}) & Indirect: capacity rises with scale (H1) & Code repaid only with large concentrated plan space and long horizon \\
19	Stale code (Thm.~\ref{thm:stale}) & Not observable & Extra bits $1.90$ vs divergence $1.98$ \\	19	Stale code (Thm.~\ref{thm:stale}) & Not observable & Extra bits $1.90$ vs divergence $1.98$ \\
20	−Routing and root load (Thm.~\ref{thm:routing}) & Partially: administrative levels coded, loads not & Central collapses below capacity ratio 1; federated degrades gracefully \\	20	+Routing and root load (Thm.~\ref{thm:routing}) & Partially: administrative levels coded, loads not & At equal budgets, central collapses below budget multiple 1; federated keeps most of its success \\
21	Backlog (Thm.~\ref{thm:backlog}) & Not observable; $P$ is a proxy under C1 & By construction \\	21	Backlog (Thm.~\ref{thm:backlog}) & Not observable; $P$ is a proxy under C1 & By construction \\
22	Overload $\to$ breakdown (C2) & Tested through $P$: positive but not beyond components & Not modelled \\	22	Overload $\to$ breakdown (C2) & Tested through $P$: positive but not beyond components & Not modelled \\
23	Smooth vs threshold (C3) & No threshold in Seshat; negligible nonlinearity in modern panel & Convex latency in utilization \\	23	Smooth vs threshold (C3) & No threshold in Seshat; negligible nonlinearity in modern panel & Convex latency in utilization \\
				@@ -28,16 +28,16 @@ Smooth vs threshold (C3) & No threshold in Seshat; negligible nonlinearity in mo
28	\subsection{The model against simpler rivals}	28	\subsection{The model against simpler rivals}
29	\label{sec:synth-rivals}	29	\label{sec:synth-rivals}
30		30
31	−The pre-registration named the rivals and the results rank them. In Seshat, a scale-only model explains crisis severity as well as the mismatch model, in and out of sample; the placebo built from production infrastructure does as well; capacity alone does nothing. The simplest reading is \citeauthor{johnson1982}'s: larger polities face more that can go wrong when a crisis strikes, and whether their administrations were ``adequate'' is not something the presence codes can tell us. In the modern panel, a capacity-only model explains instability onsets as well as or better than the mismatch model; so does development; population adds little. The simplest reading is the state-capacity literature's \citep{besley2009,hanson2021,goldstone2010}: states with impartial administrations, predictable law and fiscal and territorial reach experience fewer civil wars, coups and irregular transitions, and the mismatch index inherits that association with its sign reversed. In neither panel does the \emph{difference} between scale and capacity carry information that its components do not.	31	+The pre-registration named the rivals and the results rank them. In Seshat, a scale-only model explains crisis severity as well as the mismatch model, in and out of sample; the placebo built from production infrastructure is not distinguishable from $P$; capacity alone does nothing, and the equal-and-opposite restriction is not rejected only because $\beta_K$ is imprecise. The simplest reading is \citeauthor{johnson1982}'s: larger polities face more that can go wrong when a crisis strikes, and whether their administrations were ``adequate'' is not something the presence codes can tell us. In the modern panel, a capacity-only model explains instability onsets as well as or better than the mismatch model; so does development; population adds little. The simplest reading is the state-capacity literature's \citep{besley2009,hanson2021,goldstone2010}: states with impartial administrations, predictable law and fiscal and territorial reach experience fewer civil wars, coups and irregular transitions, and the mismatch index inherits that association with its sign reversed. In neither panel does the \emph{difference} between scale and capacity carry information that its components do not.
32		32
33	The rival mechanisms named in the mandate fare as follows. Military competition: the warfare-technology index is included as a covariate in every specification and does not displace the scale association; it is not itself associated with severity once scale is in the model. Environmental shocks: an epidemic accompanying the crisis is a covariate; the climate-mediated pathway of \citet{hoyer2023} is not testable with Polaris alone. Geography: absorbed by region effects, and the leave-one-region-out results show no region driving the estimates. Resource base: the production-infrastructure index is a covariate and, used as a placebo, mimics capacity. Inequality and elite conflict: not measurable at the polity level in Polaris and only through regime-type proxies in V-Dem; the structural-demographic mechanism \citep{turchin2003,turchin2009} remains an open rival that this paper cannot distinguish from scale. Cultural diffusion and selection: addressed by region and family controls for inference and by the crisis-selection caveat, not for identification. Coercion: the military professionalization index is a covariate in H1 and was not associated with severity.	33	The rival mechanisms named in the mandate fare as follows. Military competition: the warfare-technology index is included as a covariate in every specification and does not displace the scale association; it is not itself associated with severity once scale is in the model. Environmental shocks: an epidemic accompanying the crisis is a covariate; the climate-mediated pathway of \citet{hoyer2023} is not testable with Polaris alone. Geography: absorbed by region effects, and the leave-one-region-out results show no region driving the estimates. Resource base: the production-infrastructure index is a covariate and, used as a placebo, mimics capacity. Inequality and elite conflict: not measurable at the polity level in Polaris and only through regime-type proxies in V-Dem; the structural-demographic mechanism \citep{turchin2003,turchin2009} remains an open rival that this paper cannot distinguish from scale. Cultural diffusion and selection: addressed by region and family controls for inference and by the crisis-selection caveat, not for identification. Coercion: the military professionalization index is a covariate in H1 and was not associated with severity.
34		34
35	\subsection{Consistency with simulation-derived predictions}	35	\subsection{Consistency with simulation-derived predictions}
36	\label{sec:synth-consistency}	36	\label{sec:synth-consistency}
37		37
38	−The simulation predicts that institutions raise success and lower operating cost per successful task, which agrees with the positive association of capacity with scale and, in the modern panel, with the negative association of capacity with instability; agreement of this kind is weak evidence because the data cannot distinguish capacity enabling scale from scale demanding capacity. The simulation also predicts a sharp utilization effect---hierarchies fail when relayed load exceeds administrative capacity---whose historical analogue would be a threshold in the mismatch index. The historical tests find no threshold in Seshat and a negligible nonlinearity in the modern panel. Either there is no utilization threshold in history, or the proxy does not measure utilization; the collinearity of the proxy's components makes the second reading at least as likely, and the paper cannot tell them apart. Disagreement is more informative than agreement here: it marks the precise place where better data would be decisive.	38	+The simulation predicts that institutions lower operating cost per successful task (and raise success by the construction of their error parameters), which agrees with the positive association of capacity with scale and, in the modern panel, with the negative association of capacity with instability; agreement of this kind is weak evidence because the data cannot distinguish capacity enabling scale from scale demanding capacity. The simulation also predicts a sharp utilization effect---hierarchies fail when relayed load exceeds administrative capacity---whose historical analogue would be a threshold in the mismatch index. The historical tests find no threshold in Seshat and, in the modern panel, a nonlinearity that meets the pre-registered rule but is negligible in size. Either there is no utilization threshold in history, or the proxy does not measure utilization; the collinearity of the proxy's components makes the second reading at least as likely, and the paper cannot tell them apart. Disagreement is more informative than agreement here: it marks the precise place where better data would be decisive.
39		39
40	\subsection{Scope conditions and failed predictions}	40	\subsection{Scope conditions and failed predictions}
41	\label{sec:synth-scope}	41	\label{sec:synth-scope}
42		42
43	−Three statements survive, each with its scope. First, capacity and scale are positively associated across 317 historical polities, 579 ethnographic societies and 14,647 modern country-years, with the sign stable within regions and eras and over fifty-year differences; the direction is not identified. Second, among the 127 historical crises with a defined pre-crisis index, a larger polity's crisis is recorded with more adverse consequences, at about 0.26--0.34 log-odds per standard deviation of scale; this is a statement about scale, not about mismatch. Third, modern states with higher administrative, legal, fiscal and territorial capacity experience fewer instability onsets in the following five years, at about $-0.63$ log-odds per standard deviation; this replicates a known result and is as strongly related to past as to future instability. Four predictions failed. The mismatch index does not outperform its components out of sample in either panel. The placebo index performs comparably in Seshat. The negative control in the modern panel is as strong as the forward association. There is no threshold. By the rule written before the data were examined, the universal theory of coordination, institutions and civilizational complexity is not supported by the historical and modern evidence available in 2026, and the paper is written as the test that did not confirm it.	43	+Three statements survive, each with its scope. First, capacity and scale are positively associated across 317 historical polities, 579 ethnographic societies and 14,647 modern country-years, with the sign stable within regions and eras and over fifty-year differences; the direction is not identified. Second, among the 127 historical crises with a defined pre-crisis index, a larger polity's crisis is recorded with more adverse consequences, at about 0.42--0.44 log-odds per standard deviation of scale on the common sample; this is a statement about scale, not about mismatch. Third, modern states with higher administrative, legal, fiscal and territorial capacity experience fewer instability onsets in the following five years, at about $-0.63$ log-odds per standard deviation; this replicates a known result and is as strongly related to past as to future instability. Five predictions failed or fell short. The mismatch index does not outperform its components out of sample in either panel. The restriction it imposes is rejected in the modern panel. The placebo index is not distinguishable from it in Seshat. The negative control in the modern panel passes by the letter but by less than one standard error. There is no threshold in Seshat and only a small nonlinearity in the modern panel; and the secondary polity-duration outcome runs against the hypothesis. By the rule written before the data were examined, the universal theory of coordination, institutions and civilizational complexity is not supported by the historical and modern evidence available in 2026, and the paper is written as the test that did not confirm it.

modified paper/sections/theory.tex +3 −0

				@@ -109,6 +109,9 @@ $\sum_x p(x)\ell(x) < \sum_x p(x)(-\log_2 p(x) + 1) = H(p) + 1$. The optimal cod
109	(iii) Subtract (ii) from (i).	109	(iii) Subtract (ii) from (i).
110	\end{proof}	110	\end{proof}
111		111
		112	+\noindent\emph{Remark.} Because the fixed-length code of $\lceil\log_2 s\rceil$ bits is itself prefix-free, the optimal code satisfies $L_p^* \le \lceil\log_2 s\rceil$ and the saving $G(p)$ is never negative; (iii) is only a lower bound. A suboptimal prefix code with Shannon lengths $\lceil -\log_2 p(x)\rceil$ also satisfies $H(p) \le L < H(p)+1$ but can exceed $\lceil\log_2 s\rceil$ when $p$ is nearly uniform; the simulations of Section~\ref{sec:sim} use Shannon lengths so that Theorem~\ref{thm:stale} applies verbatim, and this is why one cell there shows a code longer than raw description.
		113	+
		114	+
112	\paragraph{Remark.}	115	\paragraph{Remark.}
113	Theorem~\ref{thm:coding} is the source-coding theorem of \citet{shannon1948} applied to the plan set. Its content	116	Theorem~\ref{thm:coding} is the source-coding theorem of \citet{shannon1948} applied to the plan set. Its content
114	for the paper is only this: \emph{a shared code converts a worst-case identification cost into an average-case	117	for the paper is only this: \emph{a shared code converts a worst-case identification cost into an average-case

modified paper/tables/tab_h2_modern.tex +13 −12

				@@ -1,15 +1,16 @@
1	−C1 primary: Y456 $\sim$ P + X + region FE + year FE & P\_modern\_z & 0.398$^{***}$ & 0.089 & 14637 & 2692.00 \\	1	+C1 primary: Y456 $\sim$ P + X + region FE + year FE & P\_modern\_z & 0.392$^{***}$ & 0.089 & 14637 & 2692.00 \\
2	C2: Y456 $\sim$ P + FE only & P\_modern\_z & 0.723$^{***}$ & 0.080 & 15687 & 2981.00 \\	2	C2: Y456 $\sim$ P + FE only & P\_modern\_z & 0.723$^{***}$ & 0.080 & 15687 & 2981.00 \\
3	−C3: Y456 $\sim$ P + K + X + FE (P given K) & P\_modern\_z & 0.229$^{**}$ & 0.094 & 14637 & 2692.00 \\	3	+C3: Y456 $\sim$ P + K + X + FE (reparametrization of B5: beta\_P = beta\_D) & P\_modern\_z & 0.225$^{**}$ & 0.094 & 14637 & 2692.00 \\
4	−B1 baseline population only & D\_modern\_z & 0.126$^{*}$ & 0.071 & 14754 & 2710.00 \\	4	+B1 baseline population only & D\_modern\_z & 0.122$^{*}$ & 0.071 & 14754 & 2710.00 \\
5	−B2 baseline capacity only & K\_modern\_z & -0.632$^{***}$ & 0.126 & 15675 & 2957.00 \\	5	+B2 baseline capacity only & K\_modern\_z & -0.631$^{***}$ & 0.131 & 15675 & 2957.00 \\
6	−B3 baseline development (gdppc) only & log\_gdppc & -0.557$^{***}$ & 0.095 & 15862 & 2980.00 \\	6	+B3 baseline development (gdppc) only & log\_gdppc & -0.582$^{***}$ & 0.096 & 15862 & 2980.00 \\
7	−B4 baseline persistence & y456\_b5 & 0.136 & 0.133 & 15806 & 2968.00 \\	7	+B4 baseline persistence & y456\_b5 & 0.246$^{*}$ & 0.138 & 15806 & 2968.00 \\
8	−B5 D and K separately & D\_modern\_z & 0.170$^{**}$ & 0.070 & 14637 & 2692.00 \\	8	+B5 D and K separately & D\_modern\_z & 0.166$^{**}$ & 0.070 & 14637 & 2692.00 \\
9	−B5 D and K separately & K\_modern\_z & -0.707$^{***}$ & 0.137 & 14637 & -- \\	9	+B5 D and K separately & K\_modern\_z & -0.701$^{***}$ & 0.139 & 14637 & -- \\
10	−Placebo: P with polyarchy in place of K (polyarchy not separately controlled) & P\_placebo\_z & 0.197$^{***}$ & 0.059 & 14754 & 2710.00 \\	10	+B5 Wald test of beta\_D + beta\_K = 0 (restriction implied by P) & D+K & -0.535$^{***}$ & 0.150 & 14637 & -- \\
11	−Placebo comparison: P\_main with the same controls as the placebo & P\_modern\_z & 0.446$^{***}$ & 0.083 & 14676 & 2706.00 \\	11	+Placebo: P with polyarchy in place of K (polyarchy not separately controlled) & P\_placebo\_z & 0.202$^{***}$ & 0.058 & 14754 & 2710.00 \\
		12	+Placebo comparison: P\_main with the same controls as the placebo & P\_modern\_z & 0.448$^{***}$ & 0.082 & 14676 & 2706.00 \\
12	Negative control: past events (t-5..t-1) $\sim$ P\_t + gdppc + polyarchy + FE (no duration terms) & P\_modern\_z & 0.436$^{***}$ & 0.098 & 14608 & 2757.00 \\	13	Negative control: past events (t-5..t-1) $\sim$ P\_t + gdppc + polyarchy + FE (no duration terms) & P\_modern\_z & 0.436$^{***}$ & 0.098 & 14608 & 2757.00 \\
13	Forward comparison for the negative control: future events $\sim$ P\_t + gdppc + polyarchy + FE & P\_modern\_z & 0.475$^{***}$ & 0.099 & 14637 & 2692.00 \\	14	Forward comparison for the negative control: future events $\sim$ P\_t + gdppc + polyarchy + FE & P\_modern\_z & 0.475$^{***}$ & 0.099 & 14637 & 2692.00 \\
14	−C4: conditional logit, country FE + decade FE & P\_modern\_z & 1.314$^{***}$ & 0.098 & 14637 & 2692.00 \\	15	+C4: conditional logit, country FE + decade FE & P\_modern\_z & 1.329$^{***}$ & 0.099 & 14637 & 2692.00 \\
15	−C5: linear probability, country + year FE & P\_modern\_z\_dm & 0.111$^{***}$ & 0.031 & 14637 & 2692.00 \\	16	+C5: linear probability, country + year FE & P\_modern\_z\_dm & 0.109$^{***}$ & 0.032 & 14637 & 2692.00 \\

modified paper/tables/tab_h2_modern_cv.tex +20 −20

				@@ -1,20 +1,20 @@
1	−B0 FE+X & forward & oos\_loglik & 2 & 0.50 & -0.0002 \\	1	+B0 FE+X & forward & oos\_loglik & 3 & 0.67 & +0.0031 \\
2	−B0 FE+X & forward & auc & 2 & 1.00 & +0.0047 \\	2	+B0 FE+X & forward & auc & 3 & 1.00 & +0.0093 \\
3	−B1 D & forward & oos\_loglik & 2 & 0.50 & +0.0002 \\	3	+B1 D & forward & oos\_loglik & 3 & 0.67 & +0.0022 \\
4	−B1 D & forward & auc & 2 & 1.00 & +0.0044 \\	4	+B1 D & forward & auc & 3 & 1.00 & +0.0080 \\
5	−B2 K & forward & oos\_loglik & 2 & 0.00 & -0.0029 \\	5	+B2 K & forward & oos\_loglik & 3 & 0.33 & +0.0221 \\
6	−B2 K & forward & auc & 2 & 0.00 & -0.0041 \\	6	+B2 K & forward & auc & 3 & 0.33 & +0.0073 \\
7	−B4 persistence & forward & oos\_loglik & 2 & 1.00 & +0.0016 \\	7	+B4 persistence & forward & oos\_loglik & 3 & 0.67 & +0.0049 \\
8	−B4 persistence & forward & auc & 2 & 1.00 & +0.0096 \\	8	+B4 persistence & forward & auc & 3 & 1.00 & +0.0136 \\
9	−B5 D+K & forward & oos\_loglik & 2 & 0.00 & -0.0019 \\	9	+B5 D+K & forward & oos\_loglik & 3 & 0.33 & +0.0215 \\
10	−B5 D+K & forward & auc & 2 & 0.00 & -0.0059 \\	10	+B5 D+K & forward & auc & 3 & 0.33 & +0.0057 \\
11	−B0 FE+X & loro & oos\_loglik & 6 & 0.83 & -0.0004 \\	11	+B0 FE+X & loro & oos\_loglik & 6 & 0.67 & -0.0028 \\
12	−B0 FE+X & loro & auc & 6 & 0.83 & +0.0077 \\	12	+B0 FE+X & loro & auc & 6 & 0.83 & +0.0071 \\
13	−B1 D & loro & oos\_loglik & 6 & 0.83 & +0.0007 \\	13	+B1 D & loro & oos\_loglik & 6 & 0.67 & -0.0014 \\
14	−B1 D & loro & auc & 6 & 1.00 & +0.0074 \\	14	+B1 D & loro & auc & 6 & 1.00 & +0.0070 \\
15	−B2 K & loro & oos\_loglik & 6 & 0.17 & -0.0093 \\	15	+B2 K & loro & oos\_loglik & 6 & 0.17 & -0.0128 \\
16	−B2 K & loro & auc & 6 & 0.50 & +0.0018 \\	16	+B2 K & loro & auc & 6 & 0.50 & +0.0014 \\
17	−B4 persistence & loro & oos\_loglik & 6 & 0.83 & -0.0008 \\	17	+B4 persistence & loro & oos\_loglik & 6 & 0.50 & -0.0047 \\
18	−B4 persistence & loro & auc & 6 & 0.67 & +0.0075 \\	18	+B4 persistence & loro & auc & 6 & 0.83 & +0.0073 \\
19	−B5 D+K & loro & oos\_loglik & 6 & 0.17 & -0.0084 \\	19	+B5 D+K & loro & oos\_loglik & 6 & 0.17 & -0.0108 \\
20	−B5 D+K & loro & auc & 6 & 0.50 & -0.0012 \\	20	+B5 D+K & loro & auc & 6 & 0.50 & -0.0011 \\

modified paper/tables/tab_h2_modern_cv_summary.tex +12 −12

				@@ -1,12 +1,12 @@
1	−forward & B0 FE+X & -0.334 & 0.768 & 0.102 & 0.97 \\	1	+forward & B0 FE+X & -0.425 & 0.722 & 0.137 & 0.79 \\
2	−forward & B1 D & -0.334 & 0.769 & 0.103 & 0.96 \\	2	+forward & B1 D & -0.424 & 0.724 & 0.137 & 0.79 \\
3	−forward & B2 K & -0.331 & 0.777 & 0.101 & 0.99 \\	3	+forward & B2 K & -0.444 & 0.724 & 0.146 & 0.77 \\
4	−forward & B4 persistence & -0.336 & 0.763 & 0.103 & 0.95 \\	4	+forward & B4 persistence & -0.427 & 0.718 & 0.138 & 0.78 \\
5	−forward & B5 D+K & -0.332 & 0.779 & 0.102 & 0.97 \\	5	+forward & B5 D+K & -0.443 & 0.726 & 0.146 & 0.77 \\
6	−forward & C1 P & -0.334 & 0.773 & 0.103 & 0.95 \\	6	+forward & C1 P & -0.422 & 0.732 & 0.136 & 0.79 \\
7	−loro & B0 FE+X & -0.518 & 0.674 & 0.142 & 0.44 \\	7	+loro & B0 FE+X & -0.527 & 0.671 & 0.142 & 0.40 \\
8	−loro & B1 D & -0.519 & 0.674 & 0.142 & 0.44 \\	8	+loro & B1 D & -0.528 & 0.671 & 0.143 & 0.40 \\
9	−loro & B2 K & -0.509 & 0.680 & 0.139 & 0.43 \\	9	+loro & B2 K & -0.517 & 0.677 & 0.140 & 0.39 \\
10	−loro & B4 persistence & -0.517 & 0.674 & 0.141 & 0.44 \\	10	+loro & B4 persistence & -0.525 & 0.671 & 0.142 & 0.40 \\
11	−loro & B5 D+K & -0.510 & 0.683 & 0.140 & 0.43 \\	11	+loro & B5 D+K & -0.519 & 0.679 & 0.141 & 0.39 \\
12	−loro & C1 P & -0.518 & 0.681 & 0.142 & 0.44 \\	12	+loro & C1 P & -0.530 & 0.678 & 0.143 & 0.39 \\

modified paper/tables/tab_h2_modern_robust.tex +12 −12

				@@ -1,12 +1,12 @@
1	−R: horizon h=1 & P\_modern\_z & 0.326$^{***}$ & 0.091 & 14635 & 902.00 \\	1	+R: horizon h=1 & P\_modern\_z & 0.321$^{***}$ & 0.091 & 14635 & 902.00 \\
2	−R: horizon h=3 & P\_modern\_z & 0.386$^{***}$ & 0.087 & 14636 & 1911.00 \\	2	+R: horizon h=3 & P\_modern\_z & 0.380$^{***}$ & 0.087 & 14636 & 1911.00 \\
3	−R: horizon h=10 & P\_modern\_z & 0.453$^{***}$ & 0.101 & 14639 & 4143.00 \\	3	+R: horizon h=10 & P\_modern\_z & 0.448$^{***}$ & 0.099 & 14639 & 4143.00 \\
4	−R: component y4\_f5 & P\_modern\_z & 1.011$^{***}$ & 0.197 & 10279 & 566.00 \\	4	+R: component y4\_f5 & P\_modern\_z & 1.016$^{***}$ & 0.193 & 10279 & 566.00 \\
5	−R: component y5\_f5 & P\_modern\_z & 0.196 & 0.137 & 10853 & 1460.00 \\	5	+R: component y5\_f5 & P\_modern\_z & 0.193 & 0.137 & 10853 & 1460.00 \\
6	−R: component y6\_f5 & P\_modern\_z & 0.245$^{***}$ & 0.094 & 14636 & 2068.00 \\	6	+R: component y6\_f5 & P\_modern\_z & 0.240$^{**}$ & 0.094 & 14636 & 2068.00 \\
7	−R: K = PC1 & P\_modern\_pc1\_z & 0.397$^{***}$ & 0.090 & 14637 & 2692.00 \\	7	+R: K = PC1 & P\_modern\_pc1\_z & 0.391$^{***}$ & 0.090 & 14637 & 2692.00 \\
8	−R: standardized within year & P\_modern\_within\_year\_z & 0.409$^{***}$ & 0.091 & 14637 & 2692.00 \\	8	+R: standardized within year & P\_modern\_within\_year\_z & 0.404$^{***}$ & 0.091 & 14637 & 2692.00 \\
9	−R: D = (log pop + log area)/2 & P\_modern\_area\_z & 0.352$^{***}$ & 0.098 & 11735 & 2359.00 \\	9	+R: D = (log pop + log area)/2 & P\_modern\_area\_z & 0.346$^{***}$ & 0.098 & 11735 & 2359.00 \\
10	−R: years $\geq$ 1900 & P\_modern\_z & 0.394$^{***}$ & 0.092 & 13083 & 2475.00 \\	10	+R: years $\geq$ 1900 & P\_modern\_z & 0.388$^{***}$ & 0.091 & 13083 & 2475.00 \\
11	−R: polyarchy not controlled & P\_modern\_z & 0.446$^{***}$ & 0.083 & 14676 & 2706.00 \\	11	+R: polyarchy not controlled & P\_modern\_z & 0.448$^{***}$ & 0.082 & 14676 & 2706.00 \\
12	−R: + persistence control & P\_modern\_z & 0.390$^{***}$ & 0.089 & 14598 & 2682.00 \\	12	+R: + persistence control & P\_modern\_z & 0.389$^{***}$ & 0.088 & 14598 & 2682.00 \\

modified paper/tables/tab_h2_seshat.tex +13 −11

				@@ -1,14 +1,16 @@
1	A1 primary: Y1 $\sim$ P + FE & P\_main\_z & 0.196$^{***}$ & 0.056 & 127 \\	1	A1 primary: Y1 $\sim$ P + FE & P\_main\_z & 0.196$^{***}$ & 0.056 & 127 \\
2	−A2: Y1 $\sim$ P + X + FE & P\_main\_z & 0.204$^{**}$ & 0.085 & 87 \\	2	+A2: Y1 $\sim$ P + X + FE & P\_main\_z & 0.243$^{***}$ & 0.086 & 93 \\
3	−A3: Y1 $\sim$ P + D + K + X + FE (P given components) & P\_main\_z & 0.204$^{**}$ & 0.083 & 87 \\	3	+A3: Y1 $\sim$ P + complexity PC1 + X + FE & P\_main\_z & 0.243$^{***}$ & 0.087 & 93 \\
4	−B1 baseline D only & D\_pc1\_z & 0.257$^{*}$ & 0.138 & 94 \\	4	+B1 baseline D only & D\_pc1\_z & 0.416$^{**}$ & 0.173 & 93 \\
5	−B2 baseline K only & K\_mean\_z & -0.034 & 0.195 & 93 \\	5	+B2 baseline K only & K\_mean\_z & 0.041 & 0.248 & 93 \\
6	−B3 baseline complexity PC1 & complexity\_pc1\_z & -0.010 & 0.240 & 100 \\	6	+B3 baseline complexity PC1 & complexity\_pc1\_z & 0.078 & 0.313 & 93 \\
7	−B4 baseline persistence & prior\_crisis\_nga & 0.345 & 0.242 & 100 \\	7	+B4 baseline persistence & prior\_crisis\_nga & 0.373$^{*}$ & 0.202 & 93 \\
8	−B5 D and K separately & D\_pc1\_z & 0.341$^{**}$ & 0.164 & 87 \\	8	+B5 D and K separately & D\_pc1\_z & 0.440$^{***}$ & 0.170 & 93 \\
9	−B5 D and K separately & K\_mean\_z & -0.213 & 0.193 & 87 \\	9	+B5 D and K separately & K\_mean\_z & -0.126 & 0.188 & 93 \\
10	−Placebo: P built with production infrastructure instead of K & P\_placebo & 0.257$^{*}$ & 0.138 & 94 \\	10	+B5 Wald test of beta\_D + beta\_K = 0 (restriction implied by P) & D+K & 0.314 & 0.257 & 93 \\
		11	+Placebo: P built with production infrastructure instead of K (X = warfare only) & P\_placebo & 0.192 & 0.166 & 93 \\
		12	+Placebo comparison: P with the same controls (X = warfare only) & P\_main\_z & 0.290$^{***}$ & 0.079 & 93 \\
11	A1b: Y1b $\sim$ P + region FE (logit, HC1; era FE dropped: separation) & P\_main\_z & -0.178 & 0.203 & 123 \\	13	A1b: Y1b $\sim$ P + region FE (logit, HC1; era FE dropped: separation) & P\_main\_z & -0.178 & 0.203 & 123 \\
12	−A2b: Y1b $\sim$ P + X + region FE (logit, HC1) & P\_main\_z & 0.184 & 0.324 & 86 \\	14	+A2b: Y1b $\sim$ P + X + region FE (logit, HC1) & P\_main\_z & 0.254 & 0.316 & 91 \\
13	A3b: Y1b $\sim$ P (logit, HC1, no FE) & P\_main\_z & -0.068 & 0.180 & 123 \\	15	A3b: Y1b $\sim$ P (logit, HC1, no FE) & P\_main\_z & -0.068 & 0.180 & 123 \\
14	−Exploratory: reform consequences $\sim$ P + X + FE & P\_main\_z & -0.015 & 0.181 & 86 \\	16	+Exploratory: reform consequences $\sim$ P + X + FE & P\_main\_z & -0.013 & 0.164 & 91 \\

modified paper/tables/tab_h2_seshat_cv.tex +12 −12

				@@ -1,12 +1,12 @@
1	−B0 FE only & loro & 10 & 0.80 & +0.0104 \\	1	+B0 FE only & loro & 10 & 1.00 & +0.0161 \\
2	−B1 D only & loro & 10 & 0.30 & -0.0027 \\	2	+B1 D only & loro & 10 & 0.20 & -0.0038 \\
3	−B2 K only & loro & 10 & 0.70 & +0.0104 \\	3	+B2 K only & loro & 10 & 1.00 & +0.0167 \\
4	−B3 complexity & loro & 10 & 0.80 & +0.0109 \\	4	+B3 complexity & loro & 10 & 1.00 & +0.0166 \\
5	−B4 persistence & loro & 10 & 0.70 & +0.0030 \\	5	+B4 persistence & loro & 10 & 0.70 & +0.0110 \\
6	−B5 D+K & loro & 10 & 0.20 & -0.0028 \\	6	+B5 D+K & loro & 10 & 0.20 & -0.0039 \\
7	−B0 FE only & kfold & 48 & 0.79 & +0.0036 \\	7	+B0 FE only & kfold & 50 & 0.86 & +0.0081 \\
8	−B1 D only & kfold & 48 & 0.75 & +0.0018 \\	8	+B1 D only & kfold & 50 & 0.42 & -0.0005 \\
9	−B2 K only & kfold & 48 & 0.81 & +0.0050 \\	9	+B2 K only & kfold & 50 & 0.84 & +0.0106 \\
10	−B3 complexity & kfold & 48 & 0.85 & +0.0051 \\	10	+B3 complexity & kfold & 50 & 0.84 & +0.0105 \\
11	−B4 persistence & kfold & 48 & 0.69 & +0.0019 \\	11	+B4 persistence & kfold & 50 & 0.78 & +0.0051 \\
12	−B5 D+K & kfold & 48 & 0.75 & +0.0018 \\	12	+B5 D+K & kfold & 50 & 0.44 & +0.0008 \\

modified paper/tables/tab_h2_seshat_cv_binary.tex +7 −7

				@@ -1,7 +1,7 @@
1	−A2 P & -1.350 & 0.633 & 0.258 \\	1	+A2 P & -1.192 & 0.702 & 0.219 \\
2	−B0 FE only & -1.278 & 0.641 & 0.249 \\	2	+B0 FE only & -1.172 & 0.716 & 0.214 \\
3	−B1 D only & -1.339 & 0.634 & 0.257 \\	3	+B1 D only & -1.196 & 0.703 & 0.218 \\
4	−B2 K only & -1.318 & 0.630 & 0.259 \\	4	+B2 K only & -1.191 & 0.708 & 0.218 \\
5	−B3 complexity & -1.322 & 0.629 & 0.261 \\	5	+B3 complexity & -1.194 & 0.703 & 0.220 \\
6	−B4 persistence & -1.341 & 0.624 & 0.263 \\	6	+B4 persistence & -1.206 & 0.702 & 0.224 \\
7	−B5 D+K & -1.396 & 0.621 & 0.268 \\	7	+B5 D+K & -1.216 & 0.693 & 0.223 \\

modified paper/tables/tab_h2_seshat_robust.tex +20 −11

				@@ -1,11 +1,20 @@
1	−R: K = IRT latent & \_P & 0.146$^{*}$ & 0.088 & 94 \\	1	+R: K = IRT latent & \_P & 0.175$^{**}$ & 0.082 & 100 \\
2	−R: D = log population only & \_P & 0.265$^{**}$ & 0.105 & 70 \\	2	+R: D = log population only & \_P & 0.279$^{**}$ & 0.109 & 76 \\
3	−R: K = PC1 of blocks & \_P & 0.206$^{**}$ & 0.084 & 87 \\	3	+R: K = PC1 of blocks & \_P & 0.247$^{***}$ & 0.084 & 93 \\
4	−R: quasi-polities dropped & P\_main\_z & 0.153 & 0.107 & 83 \\	4	+R: D at lower bounds & \_P & 0.237$^{***}$ & 0.087 & 93 \\
5	−R: crises starting $\geq$25 years after polity start & P\_main\_z & 0.250$^{***}$ & 0.091 & 76 \\	5	+R: D at upper bounds & \_P & 0.244$^{***}$ & 0.085 & 93 \\
6	−R: $\geq$12 of 14 items coded & P\_main\_z & 0.184$^{**}$ & 0.091 & 84 \\	6	+R: inferred codes dropped & \_P & 0.131$^{**}$ & 0.060 & 77 \\
7	−R: no era FE & P\_main\_z & 0.252$^{**}$ & 0.105 & 87 \\	7	+R: standardized within era & \_P & 0.265$^{***}$ & 0.091 & 93 \\
8	−R: no region FE & P\_main\_z & 0.232$^{***}$ & 0.084 & 87 \\	8	+R: standardized within macro-region & \_P & 0.224$^{***}$ & 0.085 & 93 \\
9	−R: no FE & P\_main\_z & 0.240$^{**}$ & 0.097 & 87 \\	9	+R: rank-based P & \_P & 0.185$^{**}$ & 0.076 & 93 \\
10	−R: SE clustered by NGA & P\_main\_z & 0.204$^{**}$ & 0.085 & 87 \\	10	+R: D without settlement hierarchy & \_P & 0.249$^{***}$ & 0.074 & 84 \\
11	−R: SE clustered by polity & P\_main\_z & 0.204$^{**}$ & 0.096 & 87 \\	11	+R: K without administrative levels & \_P & 0.250$^{***}$ & 0.088 & 94 \\
		12	+R: both hierarchy indicators removed & \_P & 0.247$^{***}$ & 0.068 & 85 \\
		13	+R: quasi-polities dropped & P\_main\_z & 0.205$^{**}$ & 0.101 & 87 \\
		14	+R: crises starting $\geq$25 years after polity start & P\_main\_z & 0.305$^{***}$ & 0.095 & 79 \\
		15	+R: $\geq$12 of 14 items coded & P\_main\_z & 0.250$^{***}$ & 0.091 & 88 \\
		16	+R: no era FE & P\_main\_z & 0.296$^{***}$ & 0.111 & 93 \\
		17	+R: no region FE & P\_main\_z & 0.277$^{***}$ & 0.079 & 93 \\
		18	+R: no FE & P\_main\_z & 0.288$^{***}$ & 0.095 & 93 \\
		19	+R: SE clustered by NGA & P\_main\_z & 0.243$^{***}$ & 0.074 & 93 \\
		20	+R: SE clustered by polity & P\_main\_z & 0.243$^{***}$ & 0.088 & 93 \\

modified paper/tables/tab_h2_seshat_y2y3.tex +3 −0

				@@ -3,5 +3,8 @@ Y2-2 Cox: P + X + midpoint + strata & P\_z & 0.000 & 0.068 & 208 & 1.00 & 201 \\
3	Y2-3 Cox: D + K + X + midpoint + strata & D\_pc1\_z & 0.128 & 0.133 & 208 & 1.14 & 201 \\	3	Y2-3 Cox: D + K + X + midpoint + strata & D\_pc1\_z & 0.128 & 0.133 & 208 & 1.14 & 201 \\
4	Y2-3 Cox: D + K + X + midpoint + strata & K\_mean\_z & 0.559$^{***}$ & 0.200 & 208 & 1.75 & 201 \\	4	Y2-3 Cox: D + K + X + midpoint + strata & K\_mean\_z & 0.559$^{***}$ & 0.200 & 208 & 1.75 & 201 \\
5	Y2-4 Cox: complexity PC1 + X + strata & complexity\_pc1\_z & 0.399 & 0.291 & 208 & 1.49 & 201 \\	5	Y2-4 Cox: complexity PC1 + X + strata & complexity\_pc1\_z & 0.399 & 0.291 & 208 & 1.49 & 201 \\
		6	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata & D\_pc1\_z & 0.082 & 0.135 & 206 & 1.09 & 200 \\
		7	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata & K\_mean\_z & 0.535$^{***}$ & 0.203 & 206 & 1.71 & 200 \\
		8	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata & n\_polities\_in\_nga\_z & 0.317$^{**}$ & 0.140 & 206 & 1.37 & 200 \\
6	Y3-1 logit: discontinuous succession $\sim$ P + FE & P\_z & 0.018 & 0.393 & 145 & -- & 24 \\	9	Y3-1 logit: discontinuous succession $\sim$ P + FE & P\_z & 0.018 & 0.393 & 145 & -- & 24 \\
7	Y3-2 logit: + X & P\_z & 0.239 & 0.325 & 117 & -- & 18 \\	10	Y3-2 logit: + X & P\_z & 0.239 & 0.325 & 117 & -- & 18 \\

modified paper/tables/tab_h4.tex +2 −2

				@@ -1,2 +1,2 @@
1	−Seshat Y1 (10$\times$5-fold) & 48 & 0.10 & 0.08 & -0.6036 & -0.6092 & -0.6058 \\	1	+Seshat Y1 (10$\times$5-fold) & 50 & 0.10 & 0.08 & -0.5998 & -0.6046 & -0.6015 \\
2	−Modern Y456 (3$\times$5 country-blocked folds) & 15 & 0.80 & 0.87 & -0.4096 & -0.4087 & -0.4064 \\	2	+Modern Y456 (3$\times$5 country-blocked folds) & 15 & 0.73 & 0.80 & -0.4114 & -0.4108 & -0.4088 \\

modified paper/tables/tab_h5_modern_blocks.tex +10 −10

				@@ -1,10 +1,10 @@
1	−leave-region-out: 1.0 & 0.293$^{***}$ & 0.094 & 13252 & 1385 & 1.067 (0.432) \\	1	+leave-region-out: 1.0 & 0.284$^{***}$ & 0.094 & 13252 & 1385 & 1.034 (0.436) \\
2	−leave-region-out: 2.0 & 0.328$^{***}$ & 0.099 & 12017 & 2620 & 0.542 (0.292) \\	2	+leave-region-out: 2.0 & 0.318$^{***}$ & 0.100 & 12017 & 2620 & 0.517 (0.001) \\
3	−leave-region-out: 3.0 & 0.303$^{***}$ & 0.097 & 13175 & 1462 & 0.449 (0.350) \\	3	+leave-region-out: 3.0 & 0.311$^{***}$ & 0.097 & 13175 & 1462 & 0.441 (0.354) \\
4	−leave-region-out: 4.0 & 0.312$^{***}$ & 0.117 & 11363 & 3274 & 0.391 (0.167) \\	4	+leave-region-out: 4.0 & 0.310$^{***}$ & 0.117 & 11363 & 3274 & 0.407 (0.163) \\
5	−leave-region-out: 5.0 & 0.294$^{***}$ & 0.097 & 10717 & 3920 & 0.781 (0.285) \\	5	+leave-region-out: 5.0 & 0.279$^{***}$ & 0.096 & 10717 & 3920 & 0.804 (0.314) \\
6	−leave-region-out: 6.0 & 0.470$^{***}$ & 0.093 & 12661 & 1976 & 0.234 (0.206) \\	6	+leave-region-out: 6.0 & 0.462$^{***}$ & 0.096 & 12661 & 1976 & 0.246 (0.201) \\
7	−leave-period-out: 1900-1945 & 0.415$^{***}$ & 0.099 & 12616 & 2021 & 0.298 (0.187) \\	7	+leave-period-out: 1900-1945 & 0.407$^{***}$ & 0.101 & 12616 & 2021 & 0.256 (0.213) \\
8	−leave-period-out: 1946-1989 & 0.361$^{***}$ & 0.113 & 8927 & 5710 & 0.435 (0.122) \\	8	+leave-period-out: 1946-1989 & 0.367$^{***}$ & 0.115 & 8927 & 5710 & 0.436 (0.124) \\
9	−leave-period-out: 1990+ & 0.417$^{***}$ & 0.106 & 9285 & 5352 & 0.348 (0.161) \\	9	+leave-period-out: 1990+ & 0.409$^{***}$ & 0.108 & 9285 & 5352 & 0.346 (0.161) \\
10	−leave-period-out: pre-1900 & 0.394$^{***}$ & 0.092 & 13083 & 1554 & 0.665 (0.277) \\	10	+leave-period-out: pre-1900 & 0.388$^{***}$ & 0.091 & 13083 & 1554 & 0.621 (0.287) \\

modified paper/tables/tab_h5_seshat_blocks.tex +26 −16

				@@ -1,16 +1,26 @@
1	−leave-region-out: Central\_Asia & 0.225$^{***}$ & 0.086 & 84 & 13 & -- \\	1	+leave-region-out: Central\_Asia & 0.275$^{***}$ & 0.080 & 89 & 13 & -- \\
2	−leave-region-out: East\_Asia & 0.229$^{**}$ & 0.107 & 64 & 30 & 0.189 (0.180) \\	2	+leave-region-out: East\_Asia & 0.269$^{***}$ & 0.103 & 70 & 30 & 0.362 (0.083) \\
3	−leave-region-out: Europe & 0.327$^{***}$ & 0.124 & 72 & 39 & 0.196 (0.161) \\	3	+leave-region-out: Europe & 0.366$^{***}$ & 0.096 & 78 & 39 & 0.187 (0.164) \\
4	−leave-region-out: North\_Africa & 0.230$^{***}$ & 0.082 & 78 & 12 & -- \\	4	+leave-region-out: North\_Africa & 0.281$^{***}$ & 0.080 & 83 & 12 & -- \\
5	−leave-region-out: North\_America & 0.210$^{**}$ & 0.090 & 85 & 13 & -- \\	5	+leave-region-out: North\_America & 0.266$^{***}$ & 0.088 & 89 & 13 & -- \\
6	−leave-region-out: South\_America & 0.261$^{***}$ & 0.089 & 84 & 6 & -- \\	6	+leave-region-out: South\_America & 0.285$^{***}$ & 0.085 & 90 & 6 & -- \\
7	−leave-region-out: South\_Asia & 0.225$^{***}$ & 0.084 & 82 & 5 & -- \\	7	+leave-region-out: South\_Asia & 0.269$^{***}$ & 0.078 & 88 & 5 & -- \\
8	−leave-region-out: Southeast\_Asia\_Oceania & 0.214$^{**}$ & 0.093 & 81 & 13 & -- \\	8	+leave-region-out: Southeast\_Asia\_Oceania & 0.255$^{***}$ & 0.090 & 86 & 13 & -- \\
9	−leave-region-out: Southwest\_Asia & 0.235$^{***}$ & 0.090 & 70 & 29 & 0.437 (0.234) \\	9	+leave-region-out: Southwest\_Asia & 0.264$^{***}$ & 0.087 & 75 & 29 & 0.437 (0.234) \\
10	−leave-region-out: Sub\_Saharan\_Africa & 0.177$^{***}$ & 0.061 & 83 & 6 & -- \\	10	+leave-region-out: Sub\_Saharan\_Africa & 0.236$^{***}$ & 0.065 & 89 & 6 & -- \\
11	−leave-era-out: 1-1000 & 0.319$^{**}$ & 0.137 & 66 & 40 & 0.127 (0.177) \\	11	+leave-era-out: 1-1000 & 0.336$^{**}$ & 0.130 & 71 & 40 & 0.193 (0.182) \\
12	−leave-era-out: 1000BCE-0 & 0.204 & 0.174 & 69 & 28 & 0.340 (0.081) \\	12	+leave-era-out: 1000BCE-0 & 0.255$^{*}$ & 0.146 & 73 & 28 & 0.390 (0.145) \\
13	−leave-era-out: 1001-1500 & 0.263$^{***}$ & 0.100 & 65 & 43 & 0.205 (0.091) \\	13	+leave-era-out: 1001-1500 & 0.310$^{***}$ & 0.112 & 70 & 43 & 0.316 (0.152) \\
14	−leave-era-out: 1501-1800 & 0.224$^{***}$ & 0.073 & 73 & 31 & 0.300 (0.524) \\	14	+leave-era-out: 1501-1800 & 0.267$^{***}$ & 0.084 & 79 & 31 & 0.325 (0.483) \\
15	−leave-era-out: post-1800 & 0.224$^{**}$ & 0.108 & 81 & 16 & 0.279 (0.157) \\	15	+leave-era-out: post-1800 & 0.287$^{**}$ & 0.121 & 86 & 16 & 0.208 (0.264) \\
16	−leave-era-out: pre-1000BCE & 0.242$^{**}$ & 0.107 & 81 & 8 & -- \\	16	+leave-era-out: pre-1000BCE & 0.293$^{**}$ & 0.114 & 86 & 8 & -- \\
		17	+leave-sphere-out: Andes\_Amazonia & 0.285$^{***}$ & 0.085 & 90 & 6 & -- \\
		18	+leave-sphere-out: East\_Asia & 0.269$^{***}$ & 0.103 & 70 & 30 & 0.362 (0.083) \\
		19	+leave-sphere-out: Europe & 0.366$^{***}$ & 0.096 & 78 & 38 & 0.187 (0.164) \\
		20	+leave-sphere-out: Mesoamerica\_North\_America & 0.266$^{***}$ & 0.088 & 89 & 13 & -- \\
		21	+leave-sphere-out: Oceania & 0.278$^{***}$ & 0.091 & 91 & 6 & -- \\
		22	+leave-sphere-out: South\_Asia & 0.269$^{***}$ & 0.078 & 88 & 5 & -- \\
		23	+leave-sphere-out: Southeast\_Asia & 0.272$^{***}$ & 0.077 & 88 & 7 & -- \\
		24	+leave-sphere-out: Steppe\_Central\_Asia & 0.279$^{***}$ & 0.079 & 91 & 12 & -- \\
		25	+leave-sphere-out: Sub\_Saharan\_Africa & 0.236$^{***}$ & 0.065 & 89 & 6 & -- \\
		26	+leave-sphere-out: West\_Asia\_North\_Africa & 0.274$^{***}$ & 0.089 & 63 & 43 & 0.401 (0.393) \\

added paper/tables/tab_items.tex +16 −0

				@@ -0,0 +1,16 @@
		1	+decline & 93 & 0.41 & 1.11 (0.36) & 0.59 (0.29) & 0.10 (0.26) \\
		2	+collapse & 126 & 0.02 & 5.70 (2.60) & -0.49 (0.48) & -0.99 (0.39) \\
		3	+downward\_mobility & 123 & 0.45 & 0.28 (0.18) & 0.20 (0.19) & 0.05 (0.20) \\
		4	+extermination & 122 & 0.14 & 0.32 (0.34) & 0.54 (0.28) & 0.46 (0.24) \\
		5	+uprising & 123 & 0.46 & 0.15 (0.19) & 0.47 (0.23) & 0.52 (0.24) \\
		6	+revolution & 117 & 0.17 & 0.50 (0.25) & 0.66 (0.41) & 0.57 (0.38) \\
		7	+successful\_revolution & 121 & 0.10 & 0.59 (0.27) & 1.10 (0.58) & 1.44 (0.94) \\
		8	+civil\_war & 124 & 0.54 & 0.31 (0.21) & 0.45 (0.19) & 0.35 (0.20) \\
		9	+century\_plus & 126 & 0.06 & -0.73 (0.36) & -0.87 (0.38) & -0.52 (0.32) \\
		10	+fragmentation & 127 & 0.35 & 0.21 (0.19) & 0.12 (0.20) & -0.00 (0.19) \\
		11	+capital & 116 & 0.18 & 0.06 (0.23) & 0.12 (0.23) & 0.13 (0.23) \\
		12	+conquest & 124 & 0.40 & -0.12 (0.19) & -0.05 (0.19) & 0.03 (0.19) \\
		13	+assassination & 115 & 0.40 & 0.52 (0.21) & 0.66 (0.24) & 0.39 (0.25) \\
		14	+depose & 113 & 0.50 & 0.22 (0.20) & 0.54 (0.21) & 0.56 (0.23) \\
		15	+\midrule
		16	+\multicolumn{6}{l}{Mean inter-item correlation 0.08 (median 0.07); first eigenvalue share 0.19 of 14 items} \\

modified paper/tables/tab_measurement.tex +1 −0

				@@ -5,3 +5,4 @@ corr$(z(D), z(K))$ & 0.838 (IRT: 0.800) \\
5	P = $z(D)-z(K)$ & variance share of $z(D)+z(K)$ retained 0.166; corr. with D 0.39, with K -0.18, with complexity PC1 -0.04; $n=317$ polities, 127 crisis records \\	5	P = $z(D)-z(K)$ & variance share of $z(D)+z(K)$ retained 0.166; corr. with D 0.39, with K -0.18, with complexity PC1 -0.04; $n=317$ polities, 127 crisis records \\
6	IRT invariance (Old World vs Americas/Oceania fits) & difficulty correlation 0.88 over 30 items \\	6	IRT invariance (Old World vs Americas/Oceania fits) & difficulty correlation 0.88 over 30 items \\
7	Modern K (6 V-Dem items) & PC1 share 0.605; corr$(D,K)$ 0.062; corr$(K,\text{polyarchy})$ 0.754; $n=15,697$ \\	7	Modern K (6 V-Dem items) & PC1 share 0.605; corr$(D,K)$ 0.062; corr$(K,\text{polyarchy})$ 0.754; $n=15,697$ \\
		8	+Crisis sample (127 records) & K mean 0.71 (all polities 0.58); share of records with K $>$ 0.8: 0.40; corr$(P,D)$ 0.63, corr$(P,K)$ 0.02; dated share of pre-crisis facts 0.036 \\

modified paper/tables/tab_sensitivity.tex +5 −5

				@@ -1,6 +1,6 @@
1	−LPM $\beta_P$ with controls & 0.0383 \\	1	+LPM $\beta_P$ with controls & 0.0367 \\
2	LPM $\beta_P$ without controls & 0.0819 \\	2	LPM $\beta_P$ without controls & 0.0819 \\
3	−$R^2$ with / without controls & 0.161 / 0.127 \\	3	+$R^2$ with / without controls & 0.159 / 0.127 \\
4	−Oster bias-adjusted $\beta_P$ ($R_{\max}=1.3R^2$, $\delta=1$) & -0.0238 \\	4	+Oster bias-adjusted $\beta_P$ ($R_{\max}=1.3R^2$, $\delta=1$) & -0.0303 \\
5	−Partial $R^2$ of $P$ & 0.0056 \\	5	+Partial $R^2$ of $P$ & 0.0051 \\
6	−Cinelli--Hazlett robustness value $RV_{q=1}$ & 0.072 \\	6	+Cinelli--Hazlett robustness value $RV_{q=1}$ & 0.069 \\

modified paper/tables/tab_sim_ablation.tex +2 −2

				@@ -1,8 +1,8 @@
1	−Reference (N=200, lattice, no shock): success / bits per success / welfare per agent & central: 1.000 / 28.1 / 44.4; federated: 1.000 / 28.1 / 44.4; none: 0.918 / 15.3 / 55.0; norms: 0.960 / 23.7 / 57.3; records: 1.000 / 24.8 / 59.3 \\	1	+Reference (N=200, lattice, no shock): success / bits per success / welfare per agent & central: 0.997 / 82.8 / 42.7; federated: 1.000 / 53.3 / 43.7; none: 0.918 / 15.3 / 55.0; norms: 0.960 / 23.7 / 57.3; records: 1.000 / 24.8 / 59.3 \\
2	Records without verification & success 0.960, bits per success 25.8, welfare 57.2 \\	2	Records without verification & success 0.960, bits per success 25.8, welfare 57.2 \\
3	Norms, extra bits per task after a distribution shock by adaptation delay & delay 0: +0.03; delay 10: +1.92; delay 1000: +3.79 (KL $= 1.98$ bits) \\	3	Norms, extra bits per task after a distribution shock by adaptation delay & delay 0: +0.03; delay 10: +1.92; delay 1000: +3.79 (KL $= 1.98$ bits) \\
4	Break-even (norms cheaper than none incl. set-up) & s=16,zipf=0.0,T=40,learn=200.0: no; s=64,zipf=0.0,T=40,learn=200.0: no; s=64,zipf=0.5,T=40,learn=200.0: no; s=64,zipf=1.0,T=10,learn=0.0: yes; s=64,zipf=1.0,T=10,learn=200.0: no; s=64,zipf=1.0,T=10,learn=1000.0: no; s=64,zipf=1.0,T=40,learn=0.0: yes; s=64,zipf=1.0,T=40,learn=200.0: no; s=64,zipf=1.0,T=40,learn=1000.0: no; s=64,zipf=1.0,T=160,learn=0.0: yes; s=64,zipf=1.0,T=160,learn=200.0: no; s=64,zipf=1.0,T=160,learn=1000.0: no; s=64,zipf=1.5,T=40,learn=200.0: no; s=64,zipf=2.5,T=40,learn=200.0: no; s=256,zipf=0.0,T=40,learn=200.0: no; s=256,zipf=1.5,T=10,learn=200.0: no; s=256,zipf=1.5,T=10,learn=1000.0: no; s=256,zipf=1.5,T=40,learn=200.0: no; s=256,zipf=1.5,T=40,learn=1000.0: no; s=256,zipf=1.5,T=160,learn=200.0: yes; s=256,zipf=1.5,T=160,learn=1000.0: no \\	4	Break-even (norms cheaper than none incl. set-up) & s=16,zipf=0.0,T=40,learn=200.0: no; s=64,zipf=0.0,T=40,learn=200.0: no; s=64,zipf=0.5,T=40,learn=200.0: no; s=64,zipf=1.0,T=10,learn=0.0: yes; s=64,zipf=1.0,T=10,learn=200.0: no; s=64,zipf=1.0,T=10,learn=1000.0: no; s=64,zipf=1.0,T=40,learn=0.0: yes; s=64,zipf=1.0,T=40,learn=200.0: no; s=64,zipf=1.0,T=40,learn=1000.0: no; s=64,zipf=1.0,T=160,learn=0.0: yes; s=64,zipf=1.0,T=160,learn=200.0: no; s=64,zipf=1.0,T=160,learn=1000.0: no; s=64,zipf=1.5,T=40,learn=200.0: no; s=64,zipf=2.5,T=40,learn=200.0: no; s=256,zipf=0.0,T=40,learn=200.0: no; s=256,zipf=1.5,T=10,learn=200.0: no; s=256,zipf=1.5,T=10,learn=1000.0: no; s=256,zipf=1.5,T=40,learn=200.0: no; s=256,zipf=1.5,T=40,learn=1000.0: no; s=256,zipf=1.5,T=160,learn=200.0: yes; s=256,zipf=1.5,T=160,learn=1000.0: no \\
5	Heterogeneity $\epsilon$: success none vs norms & eps=0.05,none: 0.984; eps=0.05,norms: 0.960; eps=0.25,none: 0.918; eps=0.25,norms: 0.960; eps=0.6,none: 0.808; eps=0.6,norms: 0.960 \\	5	Heterogeneity $\epsilon$: success none vs norms & eps=0.05,none: 0.984; eps=0.05,norms: 0.960; eps=0.25,none: 0.918; eps=0.25,norms: 0.960; eps=0.6,none: 0.808; eps=0.6,norms: 0.960 \\
6	−Federated branching $b$: success / messages per task / root load & b=4: 1.00 / 8.86 / 48; b=8: 1.00 / 6.61 / 42; b=16: 1.00 / 6.27 / 208 \\	6	+Federated branching $b$: success / messages per task / root load & b=4: 0.93 / 8.86 / 48; b=8: 0.99 / 6.61 / 42; b=16: 1.00 / 6.27 / 209 \\
7	Coding gain (norms): $H(p)$, $L_{code}$, $L_{raw}$ & s=16,zipf=0.0: 4.00, 4.00, 4; s=64,zipf=0.0: 6.00, 6.00, 6; s=64,zipf=0.5: 5.78, 6.24, 6; s=64,zipf=1.0: 4.86, 5.44, 6; s=64,zipf=1.5: 3.44, 4.00, 6; s=64,zipf=2.5: 1.45, 1.96, 6; s=256,zipf=0.0: 8.00, 8.00, 8; s=256,zipf=1.5: 3.92, 4.44, 8 \\	7	Coding gain (norms): $H(p)$, $L_{code}$, $L_{raw}$ & s=16,zipf=0.0: 4.00, 4.00, 4; s=64,zipf=0.0: 6.00, 6.00, 6; s=64,zipf=0.5: 5.78, 6.24, 6; s=64,zipf=1.0: 4.86, 5.44, 6; s=64,zipf=1.5: 3.44, 4.00, 6; s=64,zipf=2.5: 1.45, 1.96, 6; s=256,zipf=0.0: 8.00, 8.00, 8; s=256,zipf=1.5: 3.92, 4.44, 8 \\
8	Theorem checks & T1 ($H\le L<H+1$): True; code shorter than raw whenever $H\le\log_2 s-1$: True; T3 extra bits per recipient 1.90 vs KL 1.98 \\	8	Theorem checks & T1 ($H\le L<H+1$): True; code shorter than raw whenever $H\le\log_2 s-1$: True; T3 extra bits per recipient 1.90 vs KL 1.98 \\

modified paper/tables/tab_sim_capacity.tex +11 −11

				@@ -1,14 +1,14 @@
1	−central & 0.25 & 0.011 & 0.989 & 1.50 & 4261 \\	1	+central & 0.25 & 0.004 & 0.996 & 2.98 & 4748 \\
2	−central & 0.50 & 0.080 & 0.920 & 2.57 & 2311 \\	2	+central & 0.50 & 0.028 & 0.972 & 2.62 & 3286 \\
3	−central & 0.75 & 1.000 & 0.000 & 1.99 & 418 \\	3	+central & 0.75 & 0.088 & 0.912 & 2.49 & 1823 \\
4	−central & 1.00 & 1.000 & 0.000 & 1.01 & 302 \\	4	+central & 1.00 & 0.483 & 0.517 & 2.21 & 418 \\
5	−central & 1.50 & 1.000 & 0.000 & 1.00 & 302 \\	5	+central & 1.50 & 0.938 & 0.062 & 1.33 & 302 \\
6	−central & 2.00 & 1.000 & 0.000 & 1.00 & 302 \\	6	+central & 2.00 & 0.997 & 0.003 & 1.09 & 302 \\
7	central & 4.00 & 1.000 & 0.000 & 1.00 & 302 \\	7	central & 4.00 & 1.000 & 0.000 & 1.00 & 302 \\
8	−federated & 0.25 & 1.000 & 0.000 & 1.00 & 42 \\	8	+federated & 0.25 & 0.026 & 0.974 & 2.59 & 464 \\
9	−federated & 0.50 & 1.000 & 0.000 & 1.00 & 42 \\	9	+federated & 0.50 & 0.293 & 0.707 & 2.27 & 119 \\
10	−federated & 0.75 & 1.000 & 0.000 & 1.00 & 42 \\	10	+federated & 0.75 & 0.886 & 0.114 & 1.46 & 44 \\
11	−federated & 1.00 & 1.000 & 0.000 & 1.00 & 42 \\	11	+federated & 1.00 & 0.987 & 0.013 & 1.16 & 42 \\
12	−federated & 1.50 & 1.000 & 0.000 & 1.00 & 42 \\	12	+federated & 1.50 & 1.000 & 0.000 & 1.01 & 42 \\
13	federated & 2.00 & 1.000 & 0.000 & 1.00 & 42 \\	13	federated & 2.00 & 1.000 & 0.000 & 1.00 & 42 \\
14	federated & 4.00 & 1.000 & 0.000 & 1.00 & 42 \\	14	federated & 4.00 & 1.000 & 0.000 & 1.00 & 42 \\

modified paper/tables/tab_sim_loss.tex +3 −3

				@@ -1,6 +1,6 @@
1	central & 0.5 & 108 & 1.00 & 1.00 & 1.00 \\	1	central & 0.5 & 108 & 1.00 & 1.00 & 1.00 \\
2	−central & 2.0 & 108 & 0.50 & 0.50 & 0.00 \\	2	+central & 2.0 & 108 & 0.50 & 0.75 & 0.00 \\
3	−federated & 0.5 & 108 & 0.56 & 0.56 & 0.22 \\	3	+federated & 0.5 & 108 & 0.80 & 0.95 & 0.78 \\
4	−federated & 2.0 & 108 & 0.50 & 0.50 & 0.00 \\	4	+federated & 2.0 & 108 & 0.50 & 0.54 & 0.00 \\
5	norms & 2.0 & 108 & 0.06 & 1.00 & 0.00 \\	5	norms & 2.0 & 108 & 0.06 & 1.00 & 0.00 \\
6	records & 2.0 & 108 & 0.00 & 0.50 & 0.00 \\	6	records & 2.0 & 108 & 0.00 & 0.50 & 0.00 \\

modified paper/tables/tab_sim_paired.tex +4 −4

				@@ -1,6 +1,6 @@
1	norms & 2.0 & 864 & 1.00 & 0.00 & 0.99 & 0.90 & -5.5 & +0.032 & +1.5 \\	1	norms & 2.0 & 864 & 1.00 & 0.00 & 0.99 & 0.90 & -5.5 & +0.032 & +1.5 \\
2	records & 2.0 & 864 & 0.71 & 0.50 & 1.00 & 1.00 & -43.6 & +0.434 & +25.7 \\	2	records & 2.0 & 864 & 0.71 & 0.50 & 1.00 & 1.00 & -43.6 & +0.434 & +25.7 \\
3	−central & 0.5 & 864 & 0.00 & 0.00 & 0.01 & 0.00 & +145.9 & -0.442 & -28.0 \\	3	+central & 0.5 & 864 & 0.00 & 0.00 & 0.00 & 0.00 & +2450.9 & -0.493 & -32.1 \\
4	−central & 2.0 & 864 & 0.72 & 0.50 & 1.00 & 0.50 & -43.1 & +0.414 & +11.6 \\	4	+central & 2.0 & 864 & 0.33 & 0.25 & 1.00 & 0.50 & +19.5 & +0.409 & +9.7 \\
5	−federated & 0.5 & 864 & 0.61 & 0.44 & 0.83 & 0.47 & -28.6 & +0.272 & +4.7 \\	5	+federated & 0.5 & 864 & 0.09 & 0.04 & 0.22 & 0.18 & +692.9 & -0.293 & -22.4 \\
6	−federated & 2.0 & 864 & 0.72 & 0.50 & 1.00 & 0.50 & -43.1 & +0.414 & +11.6 \\	6	+federated & 2.0 & 864 & 0.50 & 0.46 & 1.00 & 0.50 & -4.6 & +0.412 & +10.5 \\

modified paper/tables/tab_sim_scaling.tex +6 −6

				@@ -1,9 +1,9 @@
1	−central & 50 & 0.939 & 8.00 & 15.5 & 30.1 & 45.0 & 0.145 \\	1	+central & 50 & 0.932 & 8.00 & 50.1 & 68.0 & 43.5 & 0.149 \\
2	−central & 200 & 0.936 & 12.00 & 15.5 & 31.1 & 41.3 & 0.157 \\	2	+central & 200 & 0.932 & 12.00 & 73.1 & 93.7 & 39.4 & 0.158 \\
3	−central & 800 & 0.937 & 16.00 & 15.5 & 31.2 & 41.2 & 0.158 \\	3	+central & 800 & 0.932 & 16.00 & 96.3 & 118.9 & 38.6 & 0.160 \\
4	−federated & 50 & 0.939 & 6.81 & 15.5 & 30.1 & 45.0 & 0.145 \\	4	+federated & 50 & 0.934 & 6.81 & 43.2 & 60.5 & 43.9 & 0.147 \\
5	−federated & 200 & 0.936 & 8.06 & 15.5 & 31.1 & 41.3 & 0.157 \\	5	+federated & 200 & 0.936 & 8.06 & 50.4 & 69.4 & 40.3 & 0.157 \\
6	−federated & 800 & 0.937 & 9.34 & 15.5 & 31.2 & 41.2 & 0.158 \\	6	+federated & 800 & 0.936 & 9.34 & 57.9 & 78.0 & 39.9 & 0.158 \\
7	none & 50 & 0.520 & 4.00 & 14.0 & 62.4 & 30.7 & 0.224 \\	7	none & 50 & 0.520 & 4.00 & 14.0 & 62.4 & 30.7 & 0.224 \\
8	none & 200 & 0.524 & 4.00 & 14.0 & 59.1 & 31.0 & 0.224 \\	8	none & 200 & 0.524 & 4.00 & 14.0 & 59.1 & 31.0 & 0.224 \\
9	none & 800 & 0.525 & 4.00 & 14.0 & 58.1 & 30.9 & 0.222 \\	9	none & 800 & 0.525 & 4.00 & 14.0 & 58.1 & 30.9 & 0.222 \\

modified paper/tables/tab_sim_shocks.tex +11 −11

				@@ -1,14 +1,14 @@
1	−distribution & central & 0.5 & +0.000 (0.000) & +0.523 & 0.515 \\	1	+distribution & central & 0.5 & +0.000 (0.000) & +6.286 & 1.030 \\
2	−distribution & central & 2.0 & +0.000 (0.000) & +0.523 & 0.515 \\	2	+distribution & central & 2.0 & +0.000 (0.000) & +6.286 & 1.030 \\
3	−distribution & federated & 0.5 & +0.000 (0.000) & +0.523 & 0.515 \\	3	+distribution & federated & 0.5 & +0.000 (0.000) & +4.224 & 1.030 \\
4	−distribution & federated & 2.0 & +0.000 (0.000) & +0.523 & 0.515 \\	4	+distribution & federated & 2.0 & +0.000 (0.000) & +4.224 & 1.030 \\
5	−distribution & none & 2.0 & +0.000 (0.000) & +0.000 & 0.515 \\	5	+distribution & none & 2.0 & +0.000 (0.000) & +0.000 & 1.030 \\
6	−distribution & norms & 2.0 & +0.000 (0.000) & +0.515 & 0.515 \\	6	+distribution & norms & 2.0 & +0.000 (0.000) & +1.031 & 1.030 \\
7	−distribution & records & 2.0 & +0.000 (0.000) & +0.524 & 0.515 \\	7	+distribution & records & 2.0 & +0.000 (0.000) & +1.049 & 1.030 \\
8	−network & central & 0.5 & +0.000 (0.000) & +0.012 & 0.000 \\	8	+network & central & 0.5 & +0.000 (0.000) & +0.031 & 0.000 \\
9	−network & central & 2.0 & -0.076 (0.006) & +0.012 & 0.000 \\	9	+network & central & 2.0 & -0.073 (0.006) & +0.031 & 0.000 \\
10	−network & federated & 0.5 & -0.080 (0.012) & +0.012 & 0.000 \\	10	+network & federated & 0.5 & -0.019 (0.003) & +0.565 & 0.000 \\
11	−network & federated & 2.0 & -0.076 (0.006) & +0.012 & 0.000 \\	11	+network & federated & 2.0 & -0.075 (0.006) & +0.565 & 0.000 \\
12	network & none & 2.0 & -0.004 (0.001) & +0.000 & 0.000 \\	12	network & none & 2.0 & -0.004 (0.001) & +0.000 & 0.000 \\
13	network & norms & 2.0 & -0.004 (0.001) & +0.001 & 0.000 \\	13	network & norms & 2.0 & -0.004 (0.001) & +0.001 & 0.000 \\
14	network & records & 2.0 & -0.070 (0.005) & -0.003 & 0.000 \\	14	network & records & 2.0 & -0.070 (0.005) & -0.003 & 0.000 \\

modified pyproject.toml +0 −2

				@@ -21,8 +21,6 @@ dependencies = [
21	"pyarrow==21.0.0",	21	"pyarrow==21.0.0",
22	"pytest==8.4.2",	22	"pytest==8.4.2",
23	"tqdm==4.67.1",	23	"tqdm==4.67.1",
24	− "pymc==5.26.1",
25	− "arviz==0.22.0",
26	]	24	]
27	[tool.setuptools.packages.find]	25	[tool.setuptools.packages.find]
28	where = ["src"]	26	where = ["src"]

modified research/decisions.md +6 −0

				@@ -10,3 +10,9 @@
10	| D-006 | 2026-11-01 | 1 | Macro-regions and era blocks fixed in `configs/regions.yaml` (10 macro-regions, 6 eras) | Needed for FE and leave-region-out; 42 regions too many for N≈150 | before |	10	| D-006 | 2026-11-01 | 1 | Macro-regions and era blocks fixed in `configs/regions.yaml` (10 macro-regions, 6 eras) | Needed for FE and leave-region-out; 42 regions too many for N≈150 | before |
11	| D-007 | 2026-11-01 | 1 | No paid LLM API calls; literature verified via Crossref/public pages | No keys configured; mandate forbids unapproved spending | — |	11	| D-007 | 2026-11-01 | 1 | No paid LLM API calls; literature verified via Crossref/public pages | No keys configured; mandate forbids unapproved spending | — |
12	| A-001 | 2026-11-01 | 4 | Added a fold-internal re-estimation of the $D$ loadings and of the standardization of $P$ for the Seshat leave-one-region-out comparison (`econometrics/leakage_check.py`) | Pre-registration §(mandate rule) requires preprocessing fitted on training folds for predictive tests; the main CV used full-sample (outcome-free) preprocessing | after seeing the main CV results, before the adversarial reviews; conclusion unchanged (P beats scale-only in 2/10 folds vs 3/10) |	12	| A-001 | 2026-11-01 | 4 | Added a fold-internal re-estimation of the $D$ loadings and of the standardization of $P$ for the Seshat leave-one-region-out comparison (`econometrics/leakage_check.py`) | Pre-registration §(mandate rule) requires preprocessing fitted on training folds for predictive tests; the main CV used full-sample (outcome-free) preprocessing | after seeing the main CV results, before the adversarial reviews; conclusion unchanged (P beats scale-only in 2/10 folds vs 3/10) |
		13	+| A-002 | 2026-11-01 | 9 | After the historical-anthropologist review: (i) the five robustness variants announced in §6 (range bounds, inferred codes dropped, within-era/region standardization, ranks) had not been computed at the crisis level because the crisis-level file lacked those columns and the code skipped them silently — now computed (`build_indices.py`) and reported; (ii) item-level CrisisDB analysis and dimensionality diagnostic added; (iii) cultural-sphere hold-out scheme added to H5 (`configs/regions.yaml`); (iv) periodization control (polities per NGA) added to the Cox model; (v) crisis-sample saturation of K reported; (vi) "pre-crisis" wording qualified (3.6% dated facts) | Reviewer-identified text–results mismatch and interpretive gaps | after results, after review |
		14	+| A-003 | 2026-11-01 | 9 | Pre-registration §3.5 says "13 instability items" but lists 14 (and the code uses 14) — typo in the frozen text; the list is authoritative | reviewer | after |
		15	+| A-004 | 2026-11-01 | 9 | Cross-validation repairs after the economist and computational reviews: test rows with fixed-effect levels unseen in the training fold are mapped to the training mode instead of being dropped (the first forward-chaining split and 14 Seshat model-folds had failed silently); Seshat k-fold now blocked by polity; `t_since` for countries with no observed prior event = years since panel entry plus an indicator (was: panel maximum) | silent fold failures misreported fold counts; polities with several crisis records shared identical predictors across folds | after |
		16	+| A-005 | 2026-11-01 | 9 | Simulation accounting corrected after the computational review: codeword bits counted on every relay hop; every administrator on the relay path is charged; the SAME total administrative budget for central and federated designs (ratio x expected relayed load of the central design), allocated to administrators in proportion to a warm-up measurement of their load; distribution-shock statistics restricted to non-uniform plan cells (KL = 0 otherwise); shock effects reported by bandwidth | bits ignored relay hops; only the LCA administrator was charged; the capacity ratio was defined against a load that ignored withdrawn producers; the uniform cells made the shock a no-op | after |
		17	+| A-006 | 2026-11-01 | 9 | Seshat specification repairs after the economist review: placebo index fitted without the production-infrastructure control (the previous placebo was an exact reparametrization of the scale-only baseline — its reported coefficient carried no information); `epidemic_v` dropped from the control set (it is a CrisisDB consequence item); all covariate specifications and baselines fitted on a common sample (n = 93); A3 relabelled (it conditions on the complexity component, not on D and K); C3 (modern) labelled as the reparametrization of B5 that it is; Wald test of beta_D + beta_K = 0 added; D without settlement hierarchy and K without administrative levels added as overlap checks | reviewer-identified tautology and mislabels | after |
		18	+| A-007 | 2026-11-01 | 9 | Interpretation per the written rules: the modern negative control PASSES the pre-registered literal rule (past 0.44 < future 0.48) and is reported as such with the caveat that the gap is within one SE; the modern H4 rule IS met (hinge 12/15, spline 13/15) and H4 is therefore "not rejected" in the modern panel, with the size of the improvement reported; Theorem 1 remark added (optimal code never longer than fixed-length; the simulation's Shannon code can be) | reviewer-identified misreadings of the pre-registration | after |

modified results/diagnostics/coverage_summary.json +1 −1

				@@ -1,5 +1,5 @@
1	{	1	{
2	− "built_at_utc": "2026-11-01T08:13:28+00:00",	2	+ "built_at_utc": "2026-11-01T09:08:03+00:00",
3	"seshat": {	3	"seshat": {
4	"polities": 626,	4	"polities": 626,
5	"regions": 42,	5	"regions": 42,

modified results/diagnostics/seshat_unparsed_values.csv +132 −0

				@@ -1 +1,133 @@
1	sheet,polity_id,variable,value_from	1	sheet,polity_id,variable,value_from
		2	+Social complexity,fr_carolingian_emp_2,canal,IU
		3	+Social complexity,gb_england_plantagenet,source_of_support,state salary
		4	+Social complexity,gb_england_plantagenet,source_of_support,land
		5	+Social complexity,us_united_states_of_america_reconstruction,source_of_support,salary
		6	+Social complexity,us_antebellum,source_of_support,salary
		7	+Social complexity,gb_tudor_stuart,source_of_support,state salary
		8	+Social complexity,gb_tudor_stuart,source_of_support,pensions
		9	+Social complexity,gb_tudor_stuart,source_of_support,land
		10	+Social complexity,at_habsburg_2,source_of_support,salary
		11	+Social complexity,at_habsburg_2,source_of_support,enoblement
		12	+Social complexity,tm_khwarezmid_emp,source_of_support,salary
		13	+Social complexity,mo_alawi_dyn_1,source_of_support,salary
		14	+Social complexity,gb_british_emp_1,source_of_support,salary
		15	+Social complexity,fr_france_napoleonic,source_of_support,salary
		16	+Social complexity,at_habsburg_2,source_of_support,salary
		17	+Social complexity,at_austro_hungarian_emp,source_of_support,enoblement
		18	+Social complexity,gb_british_emp_2,source_of_support,salary
		19	+Social complexity,ru_romanov_dyn_2,source_of_support,enoblement
		20	+Social complexity,ru_romanov_dyn_2,source_of_support,state salary
		21	+Social complexity,ru_romanov_dyn_1,source_of_support,governed population
		22	+Social complexity,ru_romanov_dyn_1,source_of_support,state salary
		23	+Social complexity,bd_bengal_sultanate,source_of_support,land
		24	+Social complexity,bd_chandra_dyn,source_of_support,state salary
		25	+Social complexity,bd_chandra_dyn,source_of_support,land
		26	+Social complexity,cn_qin_emp,source_of_support,land
		27	+Social complexity,cn_qin_emp,source_of_support,state salary
		28	+Social complexity,cn_southern_song_dyn,source_of_support,state salary
		29	+Social complexity,cn_eastern_zhou_warring_states,source_of_support,land
		30	+Social complexity,cn_eastern_zhou_warring_states,source_of_support,state salary
		31	+Social complexity,gr_macedonian_emp,source_of_support,governed population
		32	+Social complexity,gr_macedonian_emp,source_of_support,land
		33	+Social complexity,pt_portuguese_emp_2,source_of_support,state salary
		34	+Social complexity,bd_sena_dyn,source_of_support,state salary
		35	+Social complexity,bd_sena_dyn,source_of_support,land
		36	+Social complexity,bd_yadava_varman_dyn,source_of_support,state salary
		37	+Social complexity,bd_yadava_varman_dyn,source_of_support,land
		38	+Social complexity,et_aksum_emp_2,source_of_support,land
		39	+Social complexity,et_aksum_emp_3,source_of_support,land
		40	+Social complexity,cn_chu_dyn_spring_autumn,source_of_support,land
		41	+Social complexity,cn_chu_k_warring_states,source_of_support,land
		42	+Social complexity,cn_chu_k_warring_states,source_of_support,state salary
		43	+Social complexity,pa_cocle_1,source_of_support,not applicable
		44	+Social complexity,af_ghaznavid_emp,source_of_support,state salary
		45	+Social complexity,af_ghaznavid_emp,source_of_support,governed population
		46	+Social complexity,ma_idrisid_dyn,source_of_support,land
		47	+Social complexity,ru_kazan_khanate,source_of_support,land
		48	+Social complexity,ao_kongo_2,source_of_support,state salary
		49	+Social complexity,ao_kongo_2,source_of_support,land
		50	+Social complexity,ge_georgia_k_2,source_of_support,state salary
		51	+Social complexity,it_sicily_k_2,source_of_support,state
		52	+Social complexity,pa_la_mula_sarigua,source_of_support,not applicable
		53	+Social complexity,pa_cocle_3,source_of_support,not applicable
		54	+Social complexity,pa_cocle_2,source_of_support,not applicable
		55	+Social complexity,pa_monagrillo,source_of_support,not applicable
		56	+Social complexity,dz_numidia,source_of_support,state salary
		57	+Social complexity,dz_numidia,source_of_support,land
		58	+Social complexity,tr_pergamon_k,source_of_support,governed population
		59	+Social complexity,tr_pergamon_k,source_of_support,state salary
		60	+Social complexity,ml_songhai_1,source_of_support,land
		61	+Social complexity,th_sukhotai,source_of_support,land
		62	+Social complexity,dz_tahert,source_of_support,governed population
		63	+Social complexity,ua_skythian_k_3,source_of_support,land
		64	+Social complexity,eg_old_k_1,source_of_support,state salary
		65	+Social complexity,eg_old_k_1,source_of_support,land
		66	+Social complexity,gb_england_norman,source_of_support,land
		67	+Social complexity,de_east_francia,source_of_support,land
		68	+Social complexity,tr_ottoman_emp_4,source_of_support,state salary
		69	+Warfare,af_kushan_emp,long_wall,60
		70	+Warfare,cn_eastern_han_dyn,long_wall,7200
		71	+Warfare,cn_hmong_1,long_wall,0
		72	+Warfare,cn_later_great_jin,long_wall,1700
		73	+Warfare,cn_ming_dyn,long_wall,6259
		74	+Warfare,cn_northern_wei_dyn,long_wall,1073
		75	+Warfare,cn_northern_wei_dyn,long_wall,681
		76	+Warfare,cn_peiligang,long_wall,0
		77	+Warfare,cn_qing_dyn_1,long_wall,6259
		78	+Warfare,cn_qing_dyn_2,long_wall,6259
		79	+Warfare,cn_sui_dyn,long_wall,2414
		80	+Warfare,cn_tang_dyn_1,long_wall,48
		81	+Warfare,cn_tang_dyn_2,long_wall,48
		82	+Warfare,cn_western_han_dyn,long_wall,7200
		83	+Warfare,gh_akan,long_wall,0
		84	+Warfare,gh_ashanti_emp,long_wall,0
		85	+Warfare,gr_crete_archaic,long_wall,0
		86	+Warfare,gr_crete_classical,long_wall,0
		87	+Warfare,gr_crete_emirate,long_wall,0
		88	+Warfare,gr_crete_post_palace_2,long_wall,0
		89	+Warfare,gr_crete_geometric,long_wall,0
		90	+Warfare,gr_crete_hellenistic,long_wall,0
		91	+Warfare,gr_crete_mono_palace,long_wall,0
		92	+Warfare,gr_crete_new_palace,long_wall,0
		93	+Warfare,gr_crete_nl,long_wall,0
		94	+Warfare,gr_crete_old_palace,long_wall,0
		95	+Warfare,gr_crete_post_palace_1,long_wall,0
		96	+Warfare,gr_crete_pre_palace,long_wall,0
		97	+Warfare,id_iban_1,long_wall,0
		98	+Warfare,id_iban_2,long_wall,0
		99	+Warfare,in_achik_1,long_wall,0
		100	+Warfare,in_achik_2,long_wall,0
		101	+Warfare,iq_neo_babylonian_emp,long_wall,43
		102	+Warfare,iq_ur_dyn_3,long_wall,190
		103	+Warfare,ir_achaemenid_emp,long_wall,60
		104	+Warfare,ir_sassanid_emp_1,long_wall,195
		105	+Warfare,ir_sassanid_emp_2,long_wall,195
		106	+Warfare,it_ostrogoth_k,long_wall,85
		107	+Warfare,it_st_peter_rep_2,long_wall,50
		108	+Warfare,it_st_peter_rep_2,long_wall,85
		109	+Warfare,it_papal_state_1,long_wall,50
		110	+Warfare,it_papal_state_1,long_wall,85
		111	+Warfare,it_roman_principate,long_wall,119
		112	+Warfare,jp_jomon_1,long_wall,0
		113	+Warfare,jp_jomon_2,long_wall,0
		114	+Warfare,jp_jomon_3,long_wall,0
		115	+Warfare,jp_jomon_4,long_wall,0
		116	+Warfare,jp_jomon_5,long_wall,0
		117	+Warfare,jp_jomon_6,long_wall,0
		118	+Warfare,jp_kamakura,long_wall,20
		119	+Warfare,jp_kofun,long_wall,0
		120	+Warfare,jp_yayoi,long_wall,0
		121	+Warfare,kh_angkor_2,long_wall,12
		122	+Warfare,kh_angkor_1,long_wall,12
		123	+Warfare,kh_angkor_3,long_wall,12
		124	+Warfare,kh_funan_1,long_wall,8
		125	+Warfare,kh_funan_2,long_wall,8
		126	+Warfare,ml_jenne_jeno_1,long_wall,0
		127	+Warfare,tr_byzantine_emp_1,long_wall,56
		128	+Warfare,tr_east_roman_emp,long_wall,56
		129	+Warfare,tr_phrygian_k,long_wall,7
		130	+Warfare,us_kamehameha_k,long_wall,0
		131	+Warfare,us_haudenosaunee_1,long_wall,0
		132	+Warfare,us_haudenosaunee_2,long_wall,0
		133	+Warfare,us_proto_haudenosaunee,long_wall,0

modified results/diagnostics/seshat_zero_scale_values.csv +2 −0

				@@ -1 +1,3 @@
1	polity_id,variable,value_from,value_to,year_from	1	polity_id,variable,value_from,value_to,year_from
		2	+ni_nok_1,polity_territory,0,1.0,
		3	+ni_nok_2,polity_territory,0,1.0,

modified results/empirical/h2_modern_cv_folds.csv +55 −61

				@@ -1,61 +1,55 @@
1	−model,fold,scheme,error,oos_loglik,brier,n,events,auc,calibration_slope,calibration_intercept	1	+oos_loglik,brier,n,events,auc,calibration_slope,calibration_intercept,model,fold,scheme
2	−C1 P,"train<=1945,test1946-1975",forward,"predict requires that you use a DataFrame when predicting from a model	2	+-0.5921505517235969,0.2036483779226404,3716,915,0.652659959460224,0.49225551859917094,-0.8324385643703355,C1 P,"train<=1945,test1946-1975",forward
3	−that was ",,,,,,,	3	+-0.39369679347817754,0.12376619545078918,4547,724,0.7659275134653153,0.9740631758918905,-0.5226074803124519,C1 P,"train<=1975,test1976-2005",forward
4	−C1 P,"train<=1975,test1976-2005",forward,,-0.3896968836751431,0.1237495731604952,4547.0,724.0,0.7679012461648962,1.000904248066669,-0.50049484516642	4	+-0.2788632949828506,0.08178100286391637,2763,272,0.7767949913807354,0.9044750828709811,-0.17760924610760379,C1 P,"train<=2005,test>=2006",forward
5	−C1 P,"train<=2005,test>=2006",forward,,-0.2786899335020621,0.08173934298756222,2763.0,272.0,0.7783358325265071,0.9009745183312277,-0.18451748271199148	5	+-0.6021664727083607,0.20776457934601772,3716,915,0.6348552332012571,0.46163822624779255,-0.8623848499534179,B0 FE+X,"train<=1945,test1946-1975",forward
6	−B0 FE+X,"train<=1945,test1946-1975",forward,"predict requires that you use a DataFrame when predicting from a model	6	+-0.3920457737946821,0.12259361021418254,4547,724,0.7573324007208477,0.9537678956063382,-0.4439979765841806,B0 FE+X,"train<=1975,test1976-2005",forward
7	−that was ",,,,,,,	7	+-0.27975207898273574,0.08204181373320764,2763,272,0.775170023850568,0.9545745756774403,-0.0019201388331103986,B0 FE+X,"train<=2005,test>=2006",forward
8	−B0 FE+X,"train<=1975,test1976-2005",forward,,-0.3885312365556662,0.12258455414654446,4547.0,724.0,0.7591963009582883,0.9804629576806113,-0.4201046174537736	8	+-0.5984414402054218,0.2060528445846647,3716,915,0.6381592834721401,0.4712167631442125,-0.8508560449923216,B1 D,"train<=1945,test1946-1975",forward
9	−B0 FE+X,"train<=2005,test>=2006",forward,,-0.2793662975136024,0.08196035119899624,2763.0,272.0,0.7776938153824356,0.9524381319645183,-0.00552774411451371	9	+-0.39327807695277833,0.1233006781992915,4547,724,0.7577272917771614,0.9485928271229898,-0.4741283565847332,B1 D,"train<=1975,test1976-2005",forward
10	−B1 D,"train<=1945,test1946-1975",forward,"predict requires that you use a DataFrame when predicting from a model	10	+-0.2795915672717714,0.08208185482167955,2763,272,0.7754105957919097,0.941759127558064,-0.04507153988491505,B1 D,"train<=2005,test>=2006",forward
11	−that was ",,,,,,,	11	+-0.6649943346578067,0.23499505676228488,3716,915,0.6208223838870973,0.35963126727863287,-0.998734268649113,B2 K,"train<=1945,test1946-1975",forward
12	−B1 D,"train<=1975,test1976-2005",forward,,-0.38953429694606506,0.12328919822681099,4547.0,724.0,0.7596226243310698,0.9760294958079441,-0.4498223888534745	12	+-0.38820927667282246,0.12109768479875098,4547,724,0.7742447934354872,1.034144233863238,-0.45004327718059184,B2 K,"train<=1975,test1976-2005",forward
13	−B1 D,"train<=2005,test>=2006",forward,,-0.2792891777917825,0.08201117617476096,2763.0,272.0,0.7778546886438237,0.938482813587797,-0.0516838253065424	13	+-0.277882002666467,0.08102524501534417,2763,272,0.778269416959879,0.9225907928687551,-0.14449392903182712,B2 K,"train<=2005,test>=2006",forward
14	−B2 K,"train<=1945,test1946-1975",forward,"predict requires that you use a DataFrame when predicting from a model	14	+-0.6049999633624149,0.2090481901013945,3716,915,0.6345384064629533,0.468551503874905,-0.8757122901323028,B4 persistence,"train<=1945,test1946-1975",forward
15	−that was ",,,,,,,	15	+-0.3921800341904585,0.12306971263207658,4547,724,0.7500628646329356,0.9367566991032754,-0.44183852930835626,B4 persistence,"train<=1975,test1976-2005",forward
16	−B2 K,"train<=1975,test1976-2005",forward,,-0.3849801776989598,0.12124847509575513,4547.0,724.0,0.7753077115394897,1.0544389335550675,-0.43796340828142305	16	+-0.28233239048581454,0.08277337889962413,2763,272,0.770014699978747,0.9366696179541988,-0.043135475858448756,B4 persistence,"train<=2005,test>=2006",forward
17	−B2 K,"train<=2005,test>=2006",forward,,-0.2775428640557777,0.08100321771210951,2763.0,272.0,0.7791889035823081,0.9181391137840416,-0.15288282802850622	17	+-0.6609982820196652,0.23340515254845845,3716,915,0.623049535392317,0.36754128861711277,-0.9928585439034735,B5 D+K,"train<=1945,test1946-1975",forward
18	−B4 persistence,"train<=1945,test1946-1975",forward,"predict requires that you use a DataFrame when predicting from a model	18	+-0.39029969175617907,0.12219059464844287,4547,724,0.7750786530493682,1.0298429214718015,-0.4981728367224605,B5 D+K,"train<=1975,test1976-2005",forward
19	−that was ",,,,,,,	19	+-0.27796804125213215,0.08117758430377334,2763,272,0.7801113420076984,0.8999886894233831,-0.21762327192468875,B5 D+K,"train<=2005,test>=2006",forward
20	−B4 persistence,"train<=1975,test1976-2005",forward,,-0.3899986454519143,0.12283225551877612,4547.0,724.0,0.7536183293037344,0.9610769765154307,-0.4222670176145258	20	+-0.28443226733793214,0.08036518874466293,1354,122,0.7273126463700235,0.8207105270664086,-0.8349781303335524,C1 P,loro_1,loro
21	−B4 persistence,"train<=2005,test>=2006",forward,,-0.2814896865412362,0.08259077047553244,2763.0,272.0,0.7733605686353225,0.9417246650434868,-0.03340252334286143	21	+-0.8564980157815917,0.2077842005708017,2619,773,0.6726249125762637,0.047263884983215466,-0.763200293164085,C1 P,loro_2,loro
22	−B5 D+K,"train<=1945,test1946-1975",forward,"predict requires that you use a DataFrame when predicting from a model	22	+-0.5401640164966862,0.15644587572524452,1459,281,0.6406690874816475,0.2308715168671017,-0.973895331880004,C1 P,loro_3,loro
23	−that was ",,,,,,,	23	+-0.5230011227525659,0.1694405576732413,3273,747,0.663378772413486,0.5652580701496799,-0.3601211958230622,C1 P,loro_4,loro
24	−B5 D+K,"train<=1975,test1976-2005",forward,,-0.3867779967114898,0.12229824702784269,4547.0,724.0,0.7764168748907095,1.0514028348323388,-0.48428868485365767	24	+-0.47438720110187294,0.0800192563086373,3919,350,0.6550978665492535,-0.00037668692646986116,-2.3234718713793816,C1 P,loro_5,loro
25	−B5 D+K,"train<=2005,test>=2006",forward,,-0.27773960516612894,0.08117405300471837,2763.0,272.0,0.7815872434883226,0.8953092857560343,-0.22666742134605794	25	+-0.49935006727531767,0.16612251855162583,1974,409,0.7083043658264137,0.6874665933725674,-0.7734014512387365,C1 P,loro_6,loro
26	−C1 P,loro_1,loro,,-0.28604106913790095,0.08037555228647814,1354.0,122.0,0.7198211624441132,0.7202717664143574,-0.9178588629164446	26	+-0.28843168423803656,0.08085573936643968,1354,122,0.7111786778794975,0.7802442018740855,-0.8949945194727328,B0 FE+X,loro_1,loro
27	−C1 P,loro_2,loro,,-0.8545932591693702,0.20707500421599742,2619.0,773.0,0.6731820417980067,0.050258268346224065,-0.7573396795185294	27	+-0.8570962032056129,0.20825419804475312,2619,773,0.673846392115255,0.04895053862870052,-0.7604004990897422,B0 FE+X,loro_2,loro
28	−C1 P,loro_3,loro,,-0.4889061317680881,0.1555615740338974,1459.0,281.0,0.649233576421826,0.4881779729651372,-0.5803492981909237	28	+-0.537528443635443,0.15738028390514824,1459,281,0.6258964769287472,0.23361208928600305,-0.9724942504895411,B0 FE+X,loro_3,loro
29	−C1 P,loro_4,loro,,-0.5141651171538956,0.1680840150947805,3273.0,747.0,0.6687891709355236,0.6355322568001194,-0.3146956772603173	29	+-0.5252289556782352,0.1722378209124822,3273,747,0.6546831294563316,0.5433699410447786,-0.5174651157698286,B0 FE+X,loro_4,loro
30	−C1 P,loro_5,loro,,-0.47327159597995455,0.08004066802591614,3919.0,350.0,0.6612420445903214,0.0024092654533086092,-2.3134367476854316	30	+-0.4789181383767503,0.08147900701205486,3919,350,0.6532662210303006,-0.003573653303254131,-2.3349174855951653,B0 FE+X,loro_5,loro
31	−C1 P,loro_6,loro,,-0.4910218489609021,0.1625629982222162,1974.0,409.0,0.7165345227586961,0.7162949290641591,-0.7281838669211945	31	+-0.4735688669267427,0.1536115543603631,1974,409,0.7057156471406141,0.7762069805792448,-0.46886137929706495,B0 FE+X,loro_6,loro
32	−B0 FE+X,loro_1,loro,,-0.2905671519097122,0.08087934576529415,1354.0,122.0,0.7031682456887374,0.6853066453961756,-0.9772801577802834	32	+-0.2883784322146087,0.0808566148870172,1354,122,0.711491377474984,0.7808663669094341,-0.8943365711656918,B1 D,loro_1,loro
33	−B0 FE+X,loro_2,loro,,-0.8557860882971616,0.20776424071294652,2619.0,773.0,0.6734203108991295,0.05092649533359051,-0.7571490808018743	33	+-0.8608912052369636,0.20921136238844554,2619,773,0.6720958150134763,0.047194047666228436,-0.7624289545294443,B1 D,loro_2,loro
34	−B0 FE+X,loro_3,loro,,-0.4940076798830174,0.1563878507489776,1459.0,281.0,0.6345002386577165,0.4625231117526357,-0.6189838429934523	34	+-0.5387188735204934,0.15732286810347926,1459,281,0.6273797799515435,0.22999630967472742,-0.97774621367164,B1 D,loro_3,loro
35	−B0 FE+X,loro_4,loro,,-0.5184356062261626,0.17118489820040494,3273.0,747.0,0.6590012729725977,0.6120481944244622,-0.4885235844252921	35	+-0.5253715109864204,0.17238647760678122,3273,747,0.654423977249722,0.5432963351261859,-0.5238713870202469,B1 D,loro_4,loro
36	−B0 FE+X,loro_5,loro,,-0.4792678881995545,0.08205765719681389,3919.0,350.0,0.6587795701076733,-0.0012876366789915557,-2.326687313634474	36	+-0.4789383465866623,0.08148765285893134,3919,350,0.6533270624024338,-0.0035381216015889674,-2.3347875433559437,B1 D,loro_5,loro
37	−B0 FE+X,loro_6,loro,,-0.46723966615119294,0.15096728971620393,1974.0,409.0,0.7134880523680449,0.8138942090943181,-0.39616669238994273	37	+-0.4771720618228803,0.15538139715419497,1974,409,0.7068545583789653,0.7756546967611821,-0.533342074485317,B1 D,loro_6,loro
38	−B1 D,loro_1,loro,,-0.2903237601924835,0.08089028706645629,1354.0,122.0,0.7046186395571641,0.6872507761325369,-0.974762992807576	38	+-0.2867856314143838,0.07969609945296449,1354,122,0.7067609644453907,0.7754315574328577,-0.8443404073039626,B2 K,loro_1,loro
39	−B1 D,loro_2,loro,,-0.8595579531967988,0.20868132549978732,2619.0,773.0,0.671969672548176,0.049545831807584415,-0.7579122253275613	39	+-0.8354990333151598,0.2014493230252136,2619,773,0.6809370002480802,0.055043732575728824,-0.7593269134533571,B2 K,loro_2,loro
40	−B1 D,loro_3,loro,,-0.4938309024221851,0.1563553468522629,1459.0,281.0,0.6356482124839132,0.463785644278651,-0.6159683262451083	40	+-0.5191219383302589,0.15613001083311295,1459,281,0.6432852594118748,0.3136293944429791,-0.8586524316292553,B2 K,loro_3,loro
41	−B1 D,loro_4,loro,,-0.5185941178507459,0.1712825438774896,3273.0,747.0,0.6588020066542231,0.6119013272384245,-0.492656870245138	41	+-0.5131841668217264,0.16704208532462278,3273,747,0.6729265968598597,0.61970508531535,-0.3460748893835036,B2 K,loro_4,loro
42	−B1 D,loro_5,loro,,-0.47939940869806885,0.08209700835827424,3919.0,350.0,0.658969299123404,-0.0011830694601739167,-2.326310606851259	42	+-0.4638124749010821,0.07612568461978836,3919,350,0.6502537725653444,0.00221499239673688,-2.3136528580868414,B2 K,loro_5,loro
43	−B1 D,loro_6,loro,,-0.4705049397174371,0.15262618015293009,1974.0,409.0,0.7145301014708983,0.8123269544478149,-0.4705822573588978	43	+-0.482470045942264,0.15888824811478489,1974,409,0.7050454236546709,0.601203458693825,-0.5574370053206993,B2 K,loro_6,loro
44	−B2 K,loro_1,loro,,-0.28786037215041194,0.07939095691384952,1354.0,122.0,0.6993958909942516,0.7031237381143722,-0.9063360306219664	44	+-0.2878214136808872,0.08049782290295285,1354,122,0.709941185863317,0.7769920937370647,-0.8895313823310835,B4 persistence,loro_1,loro
45	−B2 K,loro_2,loro,,-0.8350593492367202,0.2012296840735442,2619.0,773.0,0.6803973908131844,0.05664057681676268,-0.7576213474744232	45	+-0.855411162869489,0.20750827297127147,2619,773,0.6759739950299869,0.05006411368101781,-0.7582824408886449,B4 persistence,loro_2,loro
46	−B2 K,loro_3,loro,,-0.4844426314424256,0.15512259474512663,1459.0,281.0,0.6513120132439927,0.5057056470586925,-0.5972627525293253	46	+-0.5294821557624868,0.15736918862444432,1459,281,0.625207692633029,0.2713922016210796,-0.9056986073767649,B4 persistence,loro_3,loro
47	−B2 K,loro_4,loro,,-0.5068305225238278,0.1660612533146381,3273.0,747.0,0.6769225224996052,0.6819985530642002,-0.3178711560433633	47	+-0.5233507896765123,0.1720321013487375,3273,747,0.6561023720111376,0.5574890675856393,-0.5093360631849099,B4 persistence,loro_4,loro
48	−B2 K,loro_5,loro,,-0.4605597419644665,0.0756869573523636,3919.0,350.0,0.6589837089220671,0.007510949039233791,-2.2933901575924796	48	+-0.48016238948324347,0.08145650881512868,3919,350,0.6502825921626706,-0.004475720834185697,-2.3380487933327934,B4 persistence,loro_5,loro
49	−B2 K,loro_6,loro,,-0.4773719148809536,0.15649635102052561,1974.0,409.0,0.7109337041174218,0.6232607611125086,-0.5106993939668955	49	+-0.4733259819232942,0.1531345408459596,1974,409,0.7058999976565612,0.7737803954294711,-0.4614666376571286,B4 persistence,loro_6,loro
50	−B4 persistence,loro_1,loro,,-0.2902062521971979,0.08069304394519712,1354.0,122.0,0.702596071960826,0.6931620017293897,-0.9686837576803118	50	+-0.28534759354958034,0.07952530718174977,1354,122,0.713387534596551,0.7917924872743533,-0.8224355505821479,B5 D+K,loro_1,loro
51	−B4 persistence,loro_2,loro,,-0.8552566856589786,0.2075386171559939,2619.0,773.0,0.6741295118707067,0.05111727735849174,-0.7568173825178399	51	+-0.8369155251906112,0.2018390546307726,2619,773,0.6800392863700263,0.05318650025509488,-0.7606109689605635,B5 D+K,loro_2,loro
52	−B4 persistence,loro_3,loro,,-0.4941761083947784,0.15632627192482743,1459.0,281.0,0.6347298334229559,0.4645221028429317,-0.6095866208639465	52	+-0.521994668941056,0.15604666643927462,1459,281,0.6475448465038155,0.3033430942084132,-0.8724296720169397,B5 D+K,loro_3,loro
53	−B4 persistence,loro_4,loro,,-0.5182643358407806,0.17115229370049168,3273.0,747.0,0.659480360078477,0.6127907685023691,-0.4869914129692327	53	+-0.5148417550118606,0.16681514809437822,3273,747,0.6747867691404308,0.6167862286471628,-0.2885264906176205,B5 D+K,loro_4,loro
54	−B4 persistence,loro_5,loro,,-0.4767582775988263,0.08120807318543667,3919.0,350.0,0.6616343113317057,-0.00016604004096815379,-2.3226987765983935	54	+-0.46391863460773414,0.07625625516596225,3919,350,0.6509390385462115,0.003248305632604009,-2.3097157126434085,B5 D+K,loro_5,loro
55	−B4 persistence,loro_6,loro,,-0.4686287022546417,0.15125941040837595,1974.0,409.0,0.7111727348711498,0.8021524888807867,-0.4081660474947933	55	+-0.48996068709465335,0.16289513018460844,1974,409,0.7073544919815338,0.591578629084927,-0.6712026424109265,B5 D+K,loro_6,loro
56	−B5 D+K,loro_1,loro,,-0.2861781738979432,0.07922107862067106,1354.0,122.0,0.7074528954651906,0.7174313272085634,-0.8843839476718729
57	−B5 D+K,loro_2,loro,,-0.8360565200635777,0.20148487899444903,2619.0,773.0,0.6799320652745211,0.055229182534372125,-0.7576113141899997
58	−B5 D+K,loro_3,loro,,-0.4834795853642856,0.15508964187203983,1459.0,281.0,0.6561002724927346,0.5094523696480574,-0.5904095126185185
59	−B5 D+K,loro_4,loro,,-0.507601825011439,0.1656841392746702,3273.0,747.0,0.6790964332388939,0.6783626229919831,-0.2535390795968614
60	−B5 D+K,loro_5,loro,,-0.46063634830115807,0.07581305103877756,3919.0,350.0,0.6595392867149662,0.008808050209616622,-2.2884452023016038
61	−B5 D+K,loro_6,loro,,-0.48370822469274244,0.16007015842608954,1974.0,409.0,0.713917682807752,0.6141781750815443,-0.630542591051736

modified results/empirical/h2_modern_cv_predictions.parquet +0 −0

Binary file not shown.

modified results/empirical/h2_modern_cv_summary.csv +12 −12

				@@ -1,13 +1,13 @@
1	scheme,model,oos_loglik,auc,brier,calibration_slope	1	scheme,model,oos_loglik,auc,brier,calibration_slope
2	−forward,B0 FE+X,-0.3339487670346343,0.7684450581703619,0.10227245267277035,0.9664505448225649	2	+forward,B0 FE+X,-0.4246547751619261,0.7224525525908909,0.13746666776446928,0.789993565843857
3	−forward,B1 D,-0.33441173736892377,0.7687386564874468,0.10265018720078598,0.9572561546978705	3	+forward,B1 D,-0.4237703614766572,0.7237657236804038,0.13714512586854524,0.7871895726084222
4	−forward,B2 K,-0.33126152087736876,0.7772483075608989,0.10112584640393232,0.9862890236695545	4	+forward,B2 K,-0.44369520466569873,0.7244455314274879,0.14570599552546,0.772122098003542
5	−forward,B4 persistence,-0.33574416599657525,0.7634894489695285,0.10271151299715428,0.9514008207794588	5	+forward,B4 persistence,-0.4265041293462293,0.7182053236915453,0.1382970938776984,0.7806592736441265
6	−forward,B5 D+K,-0.3322588009388094,0.7790020591895161,0.10173615001628053,0.9733560602941865	6	+forward,B5 D+K,-0.4430886716759921,0.7260798434831278,0.14559111050022489,0.7657909665040991
7	−forward,C1 P,-0.3341934085886026,0.7731185393457016,0.10274445807402871,0.9509393831989483	7	+forward,C1 P,-0.42157021339487505,0.7317941547687582,0.13639852541244865,0.7902645924540143
8	−loro,B0 FE+X,-0.5175506801111335,0.6737262817823165,0.14154021372344017,0.43723516988703176	8	+loro,B0 FE+X,-0.5267953820101368,0.670764424091791,0.14230310060020687,0.3964683496849264
9	−loro,B1 D,-0.5187018470129532,0.6740896553062964,0.14198878196786674,0.4372712440741397	9	+loro,B1 D,-0.5282450717280048,0.6709287617451875,0.14277439549980825,0.39557827242269483
10	−loro,B2 K,-0.5086874220331342,0.6796575384317537,0.1389979662366746,0.4297067042009617	10	+loro,B2 K,-0.5168122151208124,0.6765348361975367,0.1398885752284145,0.3945380368095796
11	−loro,B4 persistence,-0.5172150603242006,0.6739571372559702,0.14136295172005378,0.43726309987883344	11	+loro,B4 persistence,-0.5249256488993188,0.6705679725594504,0.14199973925141574,0.40420702520334784
12	−loro,B5 D+K,-0.5096101128885243,0.6826731059990098,0.1395604913711162,0.4305769546123561	12	+loro,B5 D+K,-0.5188298107325826,0.6790086611897616,0.14056292694945763,0.3933225408504259
13	−loro,C1 P,-0.517999837028352,0.6814670864914145,0.14228330197988096,0.4354907431738843	13	+loro,C1 P,-0.5296387817909944,0.6778979418695146,0.1433629329290356,0.39186565091875053

modified results/empirical/h2_modern_cv_wins.csv +20 −20

				@@ -1,21 +1,21 @@
1	model,baseline,folds,win_share,mean_diff,scheme,metric	1	model,baseline,folds,win_share,mean_diff,scheme,metric
2	−C1 P,B0 FE+X,2,0.5,-0.00024464155396830556,forward,oos_loglik	2	+C1 P,B0 FE+X,3,0.6666666666666666,0.003084561767051149,forward,oos_loglik
3	−C1 P,B0 FE+X,2,1.0,0.0046734811753396666,forward,auc	3	+C1 P,B0 FE+X,3,1.0,0.00934160217786728,forward,auc
4	−C1 P,B1 D,2,0.5,0.00021832878032115866,forward,oos_loglik	4	+C1 P,B1 D,3,0.6666666666666666,0.002200148081782168,forward,oos_loglik
5	−C1 P,B1 D,2,1.0,0.004379882858254913,forward,auc	5	+C1 P,B1 D,3,1.0,0.008028431088354493,forward,auc
6	−C1 P,B2 K,2,0.0,-0.0029318877112338437,forward,oos_loglik	6	+C1 P,B2 K,3,0.3333333333333333,0.022124991270823697,forward,oos_loglik
7	−C1 P,B2 K,2,0.0,-0.0041297682151972825,forward,auc	7	+C1 P,B2 K,3,0.3333333333333333,0.007348623341270399,forward,auc
8	−C1 P,B4 persistence,2,1.0,0.0015507574079726416,forward,oos_loglik	8	+C1 P,B4 persistence,3,0.6666666666666666,0.004933915951354302,forward,oos_loglik
9	−C1 P,B4 persistence,2,1.0,0.009629090376173155,forward,auc	9	+C1 P,B4 persistence,3,1.0,0.013588831077212907,forward,auc
10	−C1 P,B5 D+K,2,0.0,-0.001934607649793224,forward,oos_loglik	10	+C1 P,B5 D+K,3,0.3333333333333333,0.02151845828111711,forward,oos_loglik
11	−C1 P,B5 D+K,2,0.0,-0.0058835198438144665,forward,auc	11	+C1 P,B5 D+K,3,0.3333333333333333,0.00571431128563038,forward,auc
12	−C1 P,B0 FE+X,6,0.8333333333333334,-0.0004491569172183722,loro,oos_loglik	12	+C1 P,B0 FE+X,6,0.6666666666666666,-0.0028433997808576437,loro,oos_loglik
13	−C1 P,B0 FE+X,6,0.8333333333333334,0.007740804709097955,loro,auc	13	+C1 P,B0 FE+X,6,0.8333333333333334,0.007133517777723641,loro,auc
14	−C1 P,B1 D,6,0.8333333333333334,0.000702009984601302,loro,oos_loglik	14	+C1 P,B1 D,6,0.6666666666666666,-0.001393710062989643,loro,oos_loglik
15	−C1 P,B1 D,6,1.0,0.007377431185118059,loro,auc	15	+C1 P,B1 D,6,1.0,0.006969180124327161,loro,auc
16	−C1 P,B2 K,6,0.16666666666666666,-0.009312414995217658,loro,oos_loglik	16	+C1 P,B2 K,6,0.16666666666666666,-0.01282656667018193,loro,oos_loglik
17	−C1 P,B2 K,6,0.5,0.0018095480596606965,loro,auc	17	+C1 P,B2 K,6,0.5,0.0013631056719778378,loro,auc
18	−C1 P,B4 persistence,6,0.8333333333333334,-0.0007847767041513446,loro,oos_loglik	18	+C1 P,B4 persistence,6,0.5,-0.004713132891675594,loro,oos_loglik
19	−C1 P,B4 persistence,6,0.6666666666666666,0.007509949235444328,loro,auc	19	+C1 P,B4 persistence,6,0.8333333333333334,0.007329969310064244,loro,auc
20	−C1 P,B5 D+K,6,0.16666666666666666,-0.00838972413982759,loro,oos_loglik	20	+C1 P,B5 D+K,6,0.16666666666666666,-0.01080897105841184,loro,oos_loglik
21	−C1 P,B5 D+K,6,0.5,-0.0012060195075952462,loro,auc	21	+C1 P,B5 D+K,6,0.5,-0.0011107193202468484,loro,auc

added results/empirical/h2_modern_event_counts.json +1 −0

				@@ -0,0 +1 @@
		1	+{"country_years": 14637, "event_windows": 2692, "distinct_event_years_in_sample": 901, "distinct_event_years_panel": 1676}
	\ No newline at end of file

modified results/empirical/h2_modern_primary.csv +13 −12

				@@ -1,16 +1,17 @@
1	model,term,coef,se,ci_lo,ci_hi,p,n,llf,events	1	model,term,coef,se,ci_lo,ci_hi,p,n,llf,events
2	−C1 primary: Y456 ~ P + X + region FE + year FE,P_modern_z,0.39790378484144,0.08918214639646332,0.2231067779043719,0.5727007917785081,8.131284893393963e-06,14637,-5672.972626457216,2692.0	2	+C1 primary: Y456 ~ P + X + region FE + year FE,P_modern_z,0.3922687947606827,0.08921893423252436,0.21739968366493498,0.5671379058564304,1.099096174755617e-05,14637,-5678.550371306823,2692.0
3	C2: Y456 ~ P + FE only,P_modern_z,0.7229243246287831,0.07967857684830817,0.5667543140060991,0.8790943352514671,1.1577632379582483e-19,15687,-6528.089258015958,2981.0	3	C2: Y456 ~ P + FE only,P_modern_z,0.7229243246287831,0.07967857684830817,0.5667543140060991,0.8790943352514671,1.1577632379582483e-19,15687,-6528.089258015958,2981.0
4	−C3: Y456 ~ P + K + X + FE (P given K),P_modern_z,0.22924427308006917,0.09387563776277562,0.04524802306502895,0.4132405230951094,0.014606161422636878,14637,-5627.074969974541,2692.0	4	+C3: Y456 ~ P + K + X + FE (reparametrization of B5: beta_P = beta_D),P_modern_z,0.22481431764865165,0.09444802678560853,0.03969618514885895,0.40993245014844437,0.01729870781063778,14637,-5632.895171588186,2692.0
5	−B1 baseline population only,D_modern_z,0.12594267679623367,0.07109162227063932,-0.013396902854219406,0.26528225644668674,0.07646855355079077,14754,-5769.778570873028,2710.0	5	+B1 baseline population only,D_modern_z,0.12150826607689458,0.07124658532961264,-0.018135041169146215,0.26115157332293537,0.0881084971966551,14754,-5776.305342993084,2710.0
6	−B2 baseline capacity only,K_modern_z,-0.6324390571653153,0.12569164780016462,-0.878794686853638,-0.3860834274769927,4.86222381583211e-07,15675,-6150.572623841682,2957.0	6	+B2 baseline capacity only,K_modern_z,-0.6311311734732039,0.13124190560307603,-0.888365308455233,-0.3738970384911749,1.517516830199489e-06,15675,-6166.041966794448,2957.0
7	−B3 baseline development (gdppc) only,log_gdppc,-0.5569688251338336,0.09464003919975214,-0.7424633019653478,-0.3714743483023194,3.977439983972847e-09,15862,-6313.047510446031,2980.0	7	+B3 baseline development (gdppc) only,log_gdppc,-0.5816251465131039,0.09637108956674491,-0.770512482063924,-0.3927378109622839,1.5870118731352746e-09,15862,-6353.052539809014,2980.0
8	−B4 baseline persistence,y456_b5,0.13566387709403316,0.13289892982966736,-0.12481802537211484,0.39614577956018115,0.30734688842262725,15806,-6275.443015609264,2968.0	8	+B4 baseline persistence,y456_b5,0.2458345978414203,0.13849583638276927,-0.02561724146880745,0.5172864371516481,0.07589253637739889,15806,-6295.0200354609,2968.0
9	−B5 D and K separately,D_modern_z,0.16972157501358381,0.06950106487910981,0.033499487850528586,0.30594366217663904,0.01460616142263262,14637,-5627.074969974539,2692.0	9	+B5 D and K separately,D_modern_z,0.16644184635141004,0.06992483453394764,0.029389170664872677,0.3034945220379474,0.01729870781063917,14637,-5632.895171588186,2692.0
10	−B5 D and K separately,K_modern_z,-0.7070134445104032,0.13742936225970592,-0.9763749945394268,-0.43765189448137953,2.681501580305378e-07,14637,-5627.074969974539,	10	+B5 D and K separately,K_modern_z,-0.7011839796893495,0.13893510730735503,-0.9734967900117654,-0.4288711693669337,4.4916497721890495e-07,14637,-5632.895171588186,
11	−Placebo: P with polyarchy in place of K (polyarchy not separately controlled),P_placebo_z,0.19689648797181336,0.05871082730792415,0.08182326644828203,0.3119697094953447,0.0007974864751106516,14754,-5777.87225067883,2710.0	11	+B5 Wald test of beta_D + beta_K = 0 (restriction implied by P),D+K,-0.5347421333379395,0.15015111743715862,,,0.0003689392857068041,14637,,
12	−Placebo comparison: P_main with the same controls as the placebo,P_modern_z,0.446333634501256,0.0828013326218674,0.2840430225623959,0.6086242464401161,7.029473808128925e-08,14676,-5712.556048147622,2706.0	12	+Placebo: P with polyarchy in place of K (polyarchy not separately controlled),P_placebo_z,0.2020267600829871,0.05760023821421619,0.08913029318312335,0.3149232269828508,0.0004525177068698837,14754,-5786.982957537655,2710.0
		13	+Placebo comparison: P_main with the same controls as the placebo,P_modern_z,0.4477254264122505,0.08200788224449172,0.28698997721304675,0.6084608756114542,4.7736607748738476e-08,14676,-5719.316648249614,2706.0
13	Negative control: past events (t-5..t-1) ~ P_t + gdppc + polyarchy + FE (no duration terms),P_modern_z,0.4359470058900018,0.09815066302576257,0.24357170635950715,0.6283223054204965,8.928811539479297e-06,14608,-5813.946618858069,2757.0	14	Negative control: past events (t-5..t-1) ~ P_t + gdppc + polyarchy + FE (no duration terms),P_modern_z,0.4359470058900018,0.09815066302576257,0.24357170635950715,0.6283223054204965,8.928811539479297e-06,14608,-5813.946618858069,2757.0
14	Forward comparison for the negative control: future events ~ P_t + gdppc + polyarchy + FE,P_modern_z,0.475241690571331,0.09908186802752562,0.28104122923738073,0.6694421519052812,1.6149846684551553e-06,14637,-5834.237016756066,2692.0	15	Forward comparison for the negative control: future events ~ P_t + gdppc + polyarchy + FE,P_modern_z,0.475241690571331,0.09908186802752562,0.28104122923738073,0.6694421519052812,1.6149846684551553e-06,14637,-5834.237016756066,2692.0
15	−"C4: conditional logit, country FE + decade FE",P_modern_z,1.313878132712599,0.09775172551732352,1.1222847506986449,1.5054715147265532,3.4784091628447276e-41,14637,,2692.0	16	+"C4: conditional logit, country FE + decade FE",P_modern_z,1.329137190646608,0.09869472552992661,1.135695528607952,1.5225788526852642,2.440904644595632e-41,14637,,2692.0
16	−"C5: linear probability, country + year FE",P_modern_z_dm,0.11091972996929868,0.031351674099522706,0.049470448734234174,0.17236901120436318,0.0004032914904174095,14637,-4875.021383489231,2692.0	17	+"C5: linear probability, country + year FE",P_modern_z_dm,0.10860863215596052,0.03153444395246181,0.04680112200913537,0.17041614230278568,0.000572906371323011,14637,-4859.202679956166,2692.0

modified results/empirical/h2_modern_robustness.csv +13 −13

				@@ -1,14 +1,14 @@
1	model,term,coef,se,ci_lo,ci_hi,p,n,llf,events,oster_beta_full,oster_beta_short,r2_full,r2_short,partial_r2_P,robustness_value	1	model,term,coef,se,ci_lo,ci_hi,p,n,llf,events,oster_beta_full,oster_beta_short,r2_full,r2_short,partial_r2_P,robustness_value
2	−R: horizon h=1,P_modern_z,0.3257542271113133,0.09081766270455952,0.14775160821037664,0.5037568460122499,0.0003346275971506812,14635,-2809.836558711094,902.0,,,,,,	2	+R: horizon h=1,P_modern_z,0.3213567148708202,0.09083368821472391,0.1433226859699613,0.499390743771679,0.0004033865236081567,14635,-2808.0317675913648,902.0,,,,,,
3	−R: horizon h=3,P_modern_z,0.3859734372235748,0.08713084027910899,0.2151969902765212,0.5567498841706284,9.431429129652506e-06,14636,-4668.956267136606,1911.0,,,,,,	3	+R: horizon h=3,P_modern_z,0.3801552512939208,0.08743103898059633,0.208790414891952,0.5515200876958897,1.3734812300788488e-05,14636,-4671.148530889891,1911.0,,,,,,
4	−R: horizon h=10,P_modern_z,0.453180001872445,0.1005232322313484,0.2561544666990021,0.6502055370458879,6.537635724308696e-06,14639,-6759.637175029395,4143.0,,,,,,	4	+R: horizon h=10,P_modern_z,0.44836787666130096,0.09946197757436491,0.2534224006155458,0.6433133527070561,6.546240788346645e-06,14639,-6772.628475707487,4143.0,,,,,,
5	−R: component y4_f5,P_modern_z,1.0108347606887813,0.19699525159210712,0.6247240675682513,1.3969454538093113,2.878019958646695e-07,10279,-1799.0294235356334,566.0,,,,,,	5	+R: component y4_f5,P_modern_z,1.0156500813999165,0.19346828503420777,0.6364522427328694,1.3948479200669637,1.5234871478518989e-07,10279,-1808.887349599621,566.0,,,,,,
6	−R: component y5_f5,P_modern_z,0.19570664298345658,0.1369247476865778,-0.07266586248223594,0.4640791484491491,0.15291781385485442,10853,-3397.20354607048,1460.0,,,,,,	6	+R: component y5_f5,P_modern_z,0.19260512197836493,0.13688401515900994,-0.07568754773329456,0.4608977916900244,0.15940721605412467,10853,-3395.11361590985,1460.0,,,,,,
7	−R: component y6_f5,P_modern_z,0.24520063567506914,0.09399153647288098,0.060977224188222406,0.42942404716191585,0.009087299826968763,14636,-5000.87591521976,2068.0,,,,,,	7	+R: component y6_f5,P_modern_z,0.2401324779402956,0.09374377507937355,0.056394678784723457,0.4238702770958678,0.010419628530832212,14636,-4999.715992637788,2068.0,,,,,,
8	−R: K = PC1,P_modern_pc1_z,0.3972334263449546,0.08951641349789637,0.22178125588907774,0.5726855968008315,9.098922495056218e-06,14637,-5673.709489767933,2692.0,,,,,,	8	+R: K = PC1,P_modern_pc1_z,0.3914537472844485,0.08956840530204131,0.21589967289244752,0.5670078216764495,1.2399384937912057e-05,14637,-5679.302262784689,2692.0,,,,,,
9	−R: standardized within year,P_modern_within_year_z,0.40912714945850015,0.09087386000252914,0.23101438385354303,0.5872399150634573,6.727156439169484e-06,14637,-5672.715544195022,2692.0,,,,,,	9	+R: standardized within year,P_modern_within_year_z,0.40368351781176914,0.09086097243313335,0.2255960118428278,0.5817710237807105,8.876667058058466e-06,14637,-5678.188330888828,2692.0,,,,,,
10	−R: D = (log pop + log area)/2,P_modern_area_z,0.35201470671308055,0.09785002058259724,0.16022866637118996,0.5438007470549712,0.00032129986428979315,11735,-4781.639744406581,2359.0,,,,,,	10	+R: D = (log pop + log area)/2,P_modern_area_z,0.34592881078299376,0.09798058420039851,0.15388686575021268,0.5379707558157748,0.0004146412839006179,11735,-4783.260595993208,2359.0,,,,,,
11	−R: years ≥ 1900,P_modern_z,0.3940733263264095,0.09183407311667917,0.21407854301771834,0.5740681096351007,1.777541709685051e-05,13083,-5223.594464430906,2475.0,,,,,,	11	+R: years ≥ 1900,P_modern_z,0.38849560536553623,0.09125844722362034,0.20962904880724037,0.567362161923832,2.0710314821567656e-05,13083,-5226.436878149341,2475.0,,,,,,
12	−R: polyarchy not controlled,P_modern_z,0.446333634501256,0.0828013326218674,0.2840430225623959,0.6086242464401161,7.029473808128925e-08,14676,-5712.556048147622,2706.0,,,,,,	12	+R: polyarchy not controlled,P_modern_z,0.4477254264122505,0.08200788224449172,0.28698997721304675,0.6084608756114542,4.7736607748738476e-08,14676,-5719.316648249614,2706.0,,,,,,
13	−R: + persistence control,P_modern_z,0.39035420906242724,0.08878195519207539,0.21634157688595948,0.564366841238895,1.098715434814722e-05,14598,-5641.175860478964,2682.0,,,,,,	13	+R: + persistence control,P_modern_z,0.3885024901469061,0.08845342400145681,0.21513377910405074,0.5618712011897614,1.1222480551485459e-05,14598,-5648.480224894294,2682.0,,,,,,
14	−Sensitivity (LPM): Oster bias-adjusted β at Rmax=1.3·R² (δ=1); Cinelli–Hazlett RV,P_modern_z,-0.023790190743910956,,,,,14637,,,0.03827708995287325,0.08187222469624048,0.16093354475530663,0.12702234634493959,0.00556334755160398,0.0718580292018959	14	+Sensitivity (LPM): Oster bias-adjusted β at Rmax=1.3·R² (δ=1); Cinelli–Hazlett RV,P_modern_z,-0.03033118155565985,,,,,14637,,,0.03674837760182206,0.08187222469624048,0.15913747227692998,0.12702234634493959,0.0050953734994381135,0.06887964840435769

modified results/empirical/h2_seshat_cv_binary_summary.csv +7 −7

				@@ -1,8 +1,8 @@
1	model,oos_loglik,auc,brier	1	model,oos_loglik,auc,brier
2	−A2 P,-1.34987025159919,0.6332183406162998,0.25810946028618476	2	+A2 P,-1.1917453541967393,0.702196396250808,0.2187700900214412
3	−B0 FE only,-1.277565410590492,0.6410582685455134,0.24859475238814943	3	+B0 FE only,-1.171989849851237,0.7160045688788336,0.21372218939484727
4	−B1 D only,-1.3389349056151325,0.6337711324956223,0.25689550126921973	4	+B1 D only,-1.1955364336529728,0.7025330568124686,0.21753313231483934
5	−B2 K only,-1.3182015924857153,0.6299753251283864,0.25865358661769416	5	+B2 K only,-1.1914111522564088,0.7079322990734755,0.21828945568512384
6	−B3 complexity,-1.3215637613178275,0.6290379971502421,0.2609623970447837	6	+B3 complexity,-1.1940069389354726,0.7025283469798176,0.22048718833428932
7	−B4 persistence,-1.3414549962341589,0.6243098808787584,0.26262025957466023	7	+B4 persistence,-1.2062658112793236,0.7020088522588523,0.22370053411005777
8	−B5 D+K,-1.3956401024749936,0.621057655496431,0.26819092780677006	8	+B5 D+K,-1.2164775328144117,0.6930657580981111,0.2227231695917103

modified results/empirical/h2_seshat_cv_folds.csv +421 −435

				@@ -1,435 +1,421 @@
1	−oos_loglik,n,model,fold,n_train,scheme,error	1	+oos_loglik,n,model,fold,n_train,scheme
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93	−-0.6170286166705549,18.0,A2 P,rep4_fold0,69.0,10x5-fold,	93	+-0.5985389342326792,19,A2 P,rep4_fold1,74,10x5-fold
94	−-0.6898464795595827,18.0,A2 P,rep4_fold1,69.0,10x5-fold,	94	+-0.6113931721361338,18,A2 P,rep4_fold2,75,10x5-fold
95	−-0.5876564900362858,17.0,A2 P,rep4_fold2,70.0,10x5-fold,	95	+-0.5544720060532792,19,A2 P,rep4_fold3,74,10x5-fold
96	−-0.599407944209624,17.0,A2 P,rep4_fold3,70.0,10x5-fold,	96	+-0.6419570238504169,18,A2 P,rep4_fold4,75,10x5-fold
97	−-0.5554073836595318,17.0,A2 P,rep4_fold4,70.0,10x5-fold,	97	+-0.6207672336595869,18,A2 P,rep5_fold0,75,10x5-fold
98	−-0.5754837141305577,18.0,A2 P,rep5_fold0,69.0,10x5-fold,	98	+-0.5966481439941131,19,A2 P,rep5_fold1,74,10x5-fold
99	−-0.6366553669723513,18.0,A2 P,rep5_fold1,69.0,10x5-fold,	99	+-0.6397512260757561,18,A2 P,rep5_fold2,75,10x5-fold
100	−-0.626181965497974,17.0,A2 P,rep5_fold2,70.0,10x5-fold,	100	+-0.5266556605025304,20,A2 P,rep5_fold3,73,10x5-fold
101	−-0.5724568522125653,17.0,A2 P,rep5_fold3,70.0,10x5-fold,	101	+-0.6101371876347584,18,A2 P,rep5_fold4,75,10x5-fold
102	−-0.5958887681386783,17.0,A2 P,rep5_fold4,70.0,10x5-fold,	102	+-0.5412999530659527,20,A2 P,rep6_fold0,73,10x5-fold
103	−-0.6467235094755063,18.0,A2 P,rep6_fold0,69.0,10x5-fold,	103	+-0.585538046053729,19,A2 P,rep6_fold1,74,10x5-fold
104	−-0.5530973471164247,18.0,A2 P,rep6_fold1,69.0,10x5-fold,	104	+-0.5300611673974372,18,A2 P,rep6_fold2,75,10x5-fold
105	−-0.5729226848601316,17.0,A2 P,rep6_fold2,70.0,10x5-fold,	105	+-0.6132442972303742,18,A2 P,rep6_fold3,75,10x5-fold
106	−-0.6268760451697202,17.0,A2 P,rep6_fold3,70.0,10x5-fold,	106	+-0.6991703846772523,18,A2 P,rep6_fold4,75,10x5-fold
107	−-0.6215745903739501,17.0,A2 P,rep6_fold4,70.0,10x5-fold,	107	+-0.6362081546966806,17,A2 P,rep7_fold0,76,10x5-fold
108	−-0.6460179014798269,18.0,A2 P,rep7_fold0,69.0,10x5-fold,	108	+-0.6959225153371932,19,A2 P,rep7_fold1,74,10x5-fold
109	−-0.615112194855756,18.0,A2 P,rep7_fold1,69.0,10x5-fold,	109	+-0.557278415572337,19,A2 P,rep7_fold2,74,10x5-fold
110	−-0.5649084327318514,17.0,A2 P,rep7_fold2,70.0,10x5-fold,	110	+-0.5383011727515022,20,A2 P,rep7_fold3,73,10x5-fold
111	−-0.646666369436335,17.0,A2 P,rep7_fold3,70.0,10x5-fold,	111	+-0.6300579462596528,18,A2 P,rep7_fold4,75,10x5-fold
112	−-0.5661568215832,17.0,A2 P,rep7_fold4,70.0,10x5-fold,	112	+-0.6126164864966035,18,A2 P,rep8_fold0,75,10x5-fold
113	−-0.5822039715456159,18.0,A2 P,rep8_fold0,69.0,10x5-fold,	113	+-0.6776484750924084,18,A2 P,rep8_fold1,75,10x5-fold
114	−-0.6049258779799229,18.0,A2 P,rep8_fold1,69.0,10x5-fold,	114	+-0.5723861193417171,19,A2 P,rep8_fold2,74,10x5-fold
115	−-0.6104916839226251,17.0,A2 P,rep8_fold2,70.0,10x5-fold,	115	+-0.5690265979307906,19,A2 P,rep8_fold3,74,10x5-fold
116	−-0.620428349688623,17.0,A2 P,rep8_fold3,70.0,10x5-fold,	116	+-0.5773948857031158,19,A2 P,rep8_fold4,74,10x5-fold
117	−-0.5804883865855972,17.0,A2 P,rep8_fold4,70.0,10x5-fold,	117	+-0.535280925329609,19,A2 P,rep9_fold0,74,10x5-fold
118	−-0.6800275101477173,18.0,A2 P,rep9_fold0,69.0,10x5-fold,	118	+-0.6055332623146835,19,A2 P,rep9_fold1,74,10x5-fold
119	−,,A2 P,rep9_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	119	+-0.6039418797952539,18,A2 P,rep9_fold2,75,10x5-fold
120	−that was "	120	+-0.6320159147811587,18,A2 P,rep9_fold3,75,10x5-fold
121	−-0.6098519300366266,17.0,A2 P,rep9_fold2,70.0,10x5-fold,	121	+-0.6203519735463313,19,A2 P,rep9_fold4,74,10x5-fold
122	−-0.5925777083749647,17.0,A2 P,rep9_fold3,70.0,10x5-fold,	122	+-0.6785113570742274,19,B0 FE only,rep0_fold0,74,10x5-fold
123	−-0.5587977262042823,17.0,A2 P,rep9_fold4,70.0,10x5-fold,	123	+-0.6627742444905758,17,B0 FE only,rep0_fold1,76,10x5-fold
124	−-0.6222589966701738,18.0,B0 FE only,rep0_fold0,69.0,10x5-fold,	124	+-0.6808175851310345,19,B0 FE only,rep0_fold2,74,10x5-fold
125	−,,B0 FE only,rep0_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	125	+-0.5601268745776017,19,B0 FE only,rep0_fold3,74,10x5-fold
126	−that was "	126	+-0.5859549259034864,19,B0 FE only,rep0_fold4,74,10x5-fold
127	−-0.5484545915943224,17.0,B0 FE only,rep0_fold2,70.0,10x5-fold,	127	+-0.5652917767428121,19,B0 FE only,rep1_fold0,74,10x5-fold
128	−-0.6141295916001708,17.0,B0 FE only,rep0_fold3,70.0,10x5-fold,	128	+-0.5689952222647577,19,B0 FE only,rep1_fold1,74,10x5-fold
129	−-0.6431128539272781,17.0,B0 FE only,rep0_fold4,70.0,10x5-fold,	129	+-0.6402971722088028,19,B0 FE only,rep1_fold2,74,10x5-fold
130	−-0.6280493673157582,18.0,B0 FE only,rep1_fold0,69.0,10x5-fold,	130	+-0.5924832697673466,19,B0 FE only,rep1_fold3,74,10x5-fold
131	−-0.597782103219764,18.0,B0 FE only,rep1_fold1,69.0,10x5-fold,	131	+-0.6563047572356738,17,B0 FE only,rep1_fold4,76,10x5-fold
132	−-0.5771116387983672,17.0,B0 FE only,rep1_fold2,70.0,10x5-fold,	132	+-0.5946828408558984,20,B0 FE only,rep2_fold0,73,10x5-fold
133	−-0.6248360038428907,17.0,B0 FE only,rep1_fold3,70.0,10x5-fold,	133	+-0.6189965169844655,19,B0 FE only,rep2_fold1,74,10x5-fold
134	−-0.5924549688245182,17.0,B0 FE only,rep1_fold4,70.0,10x5-fold,	134	+-0.5725319374178143,18,B0 FE only,rep2_fold2,75,10x5-fold
135	−-0.6224244199300977,18.0,B0 FE only,rep2_fold0,69.0,10x5-fold,	135	+-0.5910436731162775,18,B0 FE only,rep2_fold3,75,10x5-fold
136	−-0.5462603369963266,18.0,B0 FE only,rep2_fold1,69.0,10x5-fold,	136	+-0.6327432028824488,18,B0 FE only,rep2_fold4,75,10x5-fold
137	−-0.6913028440869243,17.0,B0 FE only,rep2_fold2,70.0,10x5-fold,	137	+-0.6589490833304797,18,B0 FE only,rep3_fold0,75,10x5-fold
138	−-0.6191640061924059,17.0,B0 FE only,rep2_fold3,70.0,10x5-fold,	138	+-0.5640793689927075,18,B0 FE only,rep3_fold1,75,10x5-fold
139	−-0.5487987002674055,17.0,B0 FE only,rep2_fold4,70.0,10x5-fold,	139	+-0.6065870671193895,19,B0 FE only,rep3_fold2,74,10x5-fold
140	−-0.554652762577848,18.0,B0 FE only,rep3_fold0,69.0,10x5-fold,	140	+-0.6267661863678218,18,B0 FE only,rep3_fold3,75,10x5-fold
141	−-0.642908611052659,18.0,B0 FE only,rep3_fold1,69.0,10x5-fold,	141	+-0.5905053756198214,20,B0 FE only,rep3_fold4,73,10x5-fold
142	−-0.6369788488977463,17.0,B0 FE only,rep3_fold2,70.0,10x5-fold,	142	+-0.5978968779595755,19,B0 FE only,rep4_fold0,74,10x5-fold
143	−-0.6148872113525065,17.0,B0 FE only,rep3_fold3,70.0,10x5-fold,	143	+-0.6053845679138585,19,B0 FE only,rep4_fold1,74,10x5-fold
144	−-0.583431865864677,17.0,B0 FE only,rep3_fold4,70.0,10x5-fold,	144	+-0.6115485612433651,18,B0 FE only,rep4_fold2,75,10x5-fold
145	−-0.6259557612659932,18.0,B0 FE only,rep4_fold0,69.0,10x5-fold,	145	+-0.564873132879744,19,B0 FE only,rep4_fold3,74,10x5-fold
146	−-0.7014602714988226,18.0,B0 FE only,rep4_fold1,69.0,10x5-fold,	146	+-0.6522727747291481,18,B0 FE only,rep4_fold4,75,10x5-fold
147	−-0.5912995056749891,17.0,B0 FE only,rep4_fold2,70.0,10x5-fold,	147	+-0.636414272535366,18,B0 FE only,rep5_fold0,75,10x5-fold
148	−-0.5886871480168484,17.0,B0 FE only,rep4_fold3,70.0,10x5-fold,	148	+-0.5947360345601029,19,B0 FE only,rep5_fold1,74,10x5-fold
149	−-0.5545150648412948,17.0,B0 FE only,rep4_fold4,70.0,10x5-fold,	149	+-0.6499070428390907,18,B0 FE only,rep5_fold2,75,10x5-fold
150	−-0.5791119016815003,18.0,B0 FE only,rep5_fold0,69.0,10x5-fold,	150	+-0.5250887869392054,20,B0 FE only,rep5_fold3,73,10x5-fold
151	−-0.6463348653643614,18.0,B0 FE only,rep5_fold1,69.0,10x5-fold,	151	+-0.6318233675530855,18,B0 FE only,rep5_fold4,75,10x5-fold
152	−-0.631423050333644,17.0,B0 FE only,rep5_fold2,70.0,10x5-fold,	152	+-0.5521073305190212,20,B0 FE only,rep6_fold0,73,10x5-fold
153	−-0.5803390702036926,17.0,B0 FE only,rep5_fold3,70.0,10x5-fold,	153	+-0.5919122421442115,19,B0 FE only,rep6_fold1,74,10x5-fold
154	−-0.5893572684192436,17.0,B0 FE only,rep5_fold4,70.0,10x5-fold,	154	+-0.5337703887191214,18,B0 FE only,rep6_fold2,75,10x5-fold
155	−-0.6471485289801452,18.0,B0 FE only,rep6_fold0,69.0,10x5-fold,	155	+-0.6236137172391328,18,B0 FE only,rep6_fold3,75,10x5-fold
156	−-0.5553637502851452,18.0,B0 FE only,rep6_fold1,69.0,10x5-fold,	156	+-0.7049140457464247,18,B0 FE only,rep6_fold4,75,10x5-fold
157	−-0.5636147183157447,17.0,B0 FE only,rep6_fold2,70.0,10x5-fold,	157	+-0.644855559978993,17,B0 FE only,rep7_fold0,76,10x5-fold
158	−-0.63411451084136,17.0,B0 FE only,rep6_fold3,70.0,10x5-fold,	158	+-0.7046229534579819,19,B0 FE only,rep7_fold1,74,10x5-fold
159	−-0.6319157472426794,17.0,B0 FE only,rep6_fold4,70.0,10x5-fold,	159	+-0.5400887581411766,19,B0 FE only,rep7_fold2,74,10x5-fold
160	−-0.6448266855298942,18.0,B0 FE only,rep7_fold0,69.0,10x5-fold,	160	+-0.5446441896236986,20,B0 FE only,rep7_fold3,73,10x5-fold
161	−-0.6208906825838825,18.0,B0 FE only,rep7_fold1,69.0,10x5-fold,	161	+-0.6710479822860658,18,B0 FE only,rep7_fold4,75,10x5-fold
162	−-0.5755605616448807,17.0,B0 FE only,rep7_fold2,70.0,10x5-fold,	162	+-0.6102553756976724,18,B0 FE only,rep8_fold0,75,10x5-fold
163	−-0.6497659257041098,17.0,B0 FE only,rep7_fold3,70.0,10x5-fold,	163	+-0.6815279293780482,18,B0 FE only,rep8_fold1,75,10x5-fold
164	−-0.5521465560221865,17.0,B0 FE only,rep7_fold4,70.0,10x5-fold,	164	+-0.5643261768453831,19,B0 FE only,rep8_fold2,74,10x5-fold
165	−-0.583620691159712,18.0,B0 FE only,rep8_fold0,69.0,10x5-fold,	165	+-0.5727934145606224,19,B0 FE only,rep8_fold3,74,10x5-fold
166	−-0.6141841607797137,18.0,B0 FE only,rep8_fold1,69.0,10x5-fold,	166	+-0.5877778408134525,19,B0 FE only,rep8_fold4,74,10x5-fold
167	−-0.6167588901383592,17.0,B0 FE only,rep8_fold2,70.0,10x5-fold,	167	+-0.5388195852281443,19,B0 FE only,rep9_fold0,74,10x5-fold
168	−-0.6247229072680537,17.0,B0 FE only,rep8_fold3,70.0,10x5-fold,	168	+-0.6335145480962255,19,B0 FE only,rep9_fold1,74,10x5-fold
169	−-0.5837698591057986,17.0,B0 FE only,rep8_fold4,70.0,10x5-fold,	169	+-0.6182810064205335,18,B0 FE only,rep9_fold2,75,10x5-fold
170	−-0.6655415522114628,18.0,B0 FE only,rep9_fold0,69.0,10x5-fold,	170	+-0.6449700931487307,18,B0 FE only,rep9_fold3,75,10x5-fold
171	−,,B0 FE only,rep9_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	171	+-0.6210108439503512,19,B0 FE only,rep9_fold4,74,10x5-fold
172	−that was "	172	+-0.6356854447252611,19,B1 D only,rep0_fold0,74,10x5-fold
173	−-0.616058766494441,17.0,B0 FE only,rep9_fold2,70.0,10x5-fold,	173	+-0.6553211776770863,17,B1 D only,rep0_fold1,76,10x5-fold
174	−-0.598973678147369,17.0,B0 FE only,rep9_fold3,70.0,10x5-fold,	174	+-0.6679381700412771,19,B1 D only,rep0_fold2,74,10x5-fold
175	−-0.5685000808762086,17.0,B0 FE only,rep9_fold4,70.0,10x5-fold,	175	+-0.5564535853335865,19,B1 D only,rep0_fold3,74,10x5-fold
176	−-0.6083195876382478,18.0,B1 D only,rep0_fold0,69.0,10x5-fold,	176	+-0.5688101680099225,19,B1 D only,rep0_fold4,74,10x5-fold
177	−,,B1 D only,rep0_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	177	+-0.5578407746318227,19,B1 D only,rep1_fold0,74,10x5-fold
178	−that was "	178	+-0.5627905272673703,19,B1 D only,rep1_fold1,74,10x5-fold
179	−-0.546891347396433,17.0,B1 D only,rep0_fold2,70.0,10x5-fold,	179	+-0.6262507576985021,19,B1 D only,rep1_fold2,74,10x5-fold
180	−-0.6073616258366199,17.0,B1 D only,rep0_fold3,70.0,10x5-fold,	180	+-0.5904495495870067,19,B1 D only,rep1_fold3,74,10x5-fold
181	−-0.6312694824979594,17.0,B1 D only,rep0_fold4,70.0,10x5-fold,	181	+-0.6445472687145267,17,B1 D only,rep1_fold4,76,10x5-fold
182	−-0.6223838629775634,18.0,B1 D only,rep1_fold0,69.0,10x5-fold,	182	+-0.584933249427394,20,B1 D only,rep2_fold0,73,10x5-fold
183	−-0.5947180870121573,18.0,B1 D only,rep1_fold1,69.0,10x5-fold,	183	+-0.6197009772503428,19,B1 D only,rep2_fold1,74,10x5-fold
184	−-0.5822865142697975,17.0,B1 D only,rep1_fold2,70.0,10x5-fold,	184	+-0.5679934940065683,18,B1 D only,rep2_fold2,75,10x5-fold
185	−-0.6199227847693539,17.0,B1 D only,rep1_fold3,70.0,10x5-fold,	185	+-0.6049902452913467,18,B1 D only,rep2_fold3,75,10x5-fold
186	−-0.5859938247448637,17.0,B1 D only,rep1_fold4,70.0,10x5-fold,	186	+-0.6217676789178803,18,B1 D only,rep2_fold4,75,10x5-fold
187	−-0.6175189764440715,18.0,B1 D only,rep2_fold0,69.0,10x5-fold,	187	+-0.6540509119804404,18,B1 D only,rep3_fold0,75,10x5-fold
188	−-0.5569485312822358,18.0,B1 D only,rep2_fold1,69.0,10x5-fold,	188	+-0.5580724206483056,18,B1 D only,rep3_fold1,75,10x5-fold
189	−-0.6841572629494984,17.0,B1 D only,rep2_fold2,70.0,10x5-fold,	189	+-0.5963334441829446,19,B1 D only,rep3_fold2,74,10x5-fold
190	−-0.6200529874225703,17.0,B1 D only,rep2_fold3,70.0,10x5-fold,	190	+-0.6145040492354771,18,B1 D only,rep3_fold3,75,10x5-fold
191	−-0.546098627091856,17.0,B1 D only,rep2_fold4,70.0,10x5-fold,	191	+-0.5831753017647058,20,B1 D only,rep3_fold4,73,10x5-fold
192	−-0.5660339371317407,18.0,B1 D only,rep3_fold0,69.0,10x5-fold,	192	+-0.5833347514321969,19,B1 D only,rep4_fold0,74,10x5-fold
193	−-0.640706101223895,18.0,B1 D only,rep3_fold1,69.0,10x5-fold,	193	+-0.5940569919637817,19,B1 D only,rep4_fold1,74,10x5-fold
194	−-0.628772500289047,17.0,B1 D only,rep3_fold2,70.0,10x5-fold,	194	+-0.616658878178323,18,B1 D only,rep4_fold2,75,10x5-fold
195	−-0.6089885321578207,17.0,B1 D only,rep3_fold3,70.0,10x5-fold,	195	+-0.5599071121958769,19,B1 D only,rep4_fold3,74,10x5-fold
196	−-0.589291658590394,17.0,B1 D only,rep3_fold4,70.0,10x5-fold,	196	+-0.6417955388754584,18,B1 D only,rep4_fold4,75,10x5-fold
197	−-0.616508747350852,18.0,B1 D only,rep4_fold0,69.0,10x5-fold,	197	+-0.6236695730365845,18,B1 D only,rep5_fold0,75,10x5-fold
198	−-0.6943559160937426,18.0,B1 D only,rep4_fold1,69.0,10x5-fold,	198	+-0.5949552563760175,19,B1 D only,rep5_fold1,74,10x5-fold
199	−-0.5866364532840139,17.0,B1 D only,rep4_fold2,70.0,10x5-fold,	199	+-0.6393065424446964,18,B1 D only,rep5_fold2,75,10x5-fold
200	−-0.6021887502841344,17.0,B1 D only,rep4_fold3,70.0,10x5-fold,	200	+-0.5249632919529578,20,B1 D only,rep5_fold3,73,10x5-fold
201	−-0.5618567958922737,17.0,B1 D only,rep4_fold4,70.0,10x5-fold,	201	+-0.6119402007516135,18,B1 D only,rep5_fold4,75,10x5-fold
202	−-0.5731895159730104,18.0,B1 D only,rep5_fold0,69.0,10x5-fold,	202	+-0.5409178038460863,20,B1 D only,rep6_fold0,73,10x5-fold
203	−-0.639150680801495,18.0,B1 D only,rep5_fold1,69.0,10x5-fold,	203	+-0.5960472611966452,19,B1 D only,rep6_fold1,74,10x5-fold
204	−-0.6295445658391886,17.0,B1 D only,rep5_fold2,70.0,10x5-fold,	204	+-0.5208047818462161,18,B1 D only,rep6_fold2,75,10x5-fold
205	−-0.573692260065334,17.0,B1 D only,rep5_fold3,70.0,10x5-fold,	205	+-0.606959800218638,18,B1 D only,rep6_fold3,75,10x5-fold
206	−-0.5995650677337133,17.0,B1 D only,rep5_fold4,70.0,10x5-fold,	206	+-0.7021282225573476,18,B1 D only,rep6_fold4,75,10x5-fold
207	−-0.6518349304983629,18.0,B1 D only,rep6_fold0,69.0,10x5-fold,	207	+-0.6338286454608977,17,B1 D only,rep7_fold0,76,10x5-fold
208	−-0.5531610824735905,18.0,B1 D only,rep6_fold1,69.0,10x5-fold,	208	+-0.7011843072576646,19,B1 D only,rep7_fold1,74,10x5-fold
209	−-0.5763361704012375,17.0,B1 D only,rep6_fold2,70.0,10x5-fold,	209	+-0.5445052661624574,19,B1 D only,rep7_fold2,74,10x5-fold
210	−-0.6282372771818667,17.0,B1 D only,rep6_fold3,70.0,10x5-fold,	210	+-0.5325404448041982,20,B1 D only,rep7_fold3,73,10x5-fold
211	−-0.6248206977725752,17.0,B1 D only,rep6_fold4,70.0,10x5-fold,	211	+-0.6318024333903307,18,B1 D only,rep7_fold4,75,10x5-fold
212	−-0.653125147254194,18.0,B1 D only,rep7_fold0,69.0,10x5-fold,	212	+-0.6116646610222912,18,B1 D only,rep8_fold0,75,10x5-fold
213	−-0.6143976840991052,18.0,B1 D only,rep7_fold1,69.0,10x5-fold,	213	+-0.6685797216651185,18,B1 D only,rep8_fold1,75,10x5-fold
214	−-0.5674316594988658,17.0,B1 D only,rep7_fold2,70.0,10x5-fold,	214	+-0.5643918843318513,19,B1 D only,rep8_fold2,74,10x5-fold
215	−-0.644496996076469,17.0,B1 D only,rep7_fold3,70.0,10x5-fold,	215	+-0.5723092393157977,19,B1 D only,rep8_fold3,74,10x5-fold
216	−-0.5635400325456037,17.0,B1 D only,rep7_fold4,70.0,10x5-fold,	216	+-0.5791633044441097,19,B1 D only,rep8_fold4,74,10x5-fold
217	−-0.584929487443215,18.0,B1 D only,rep8_fold0,69.0,10x5-fold,	217	+-0.5389448601448642,19,B1 D only,rep9_fold0,74,10x5-fold
218	−-0.6051446334858768,18.0,B1 D only,rep8_fold1,69.0,10x5-fold,	218	+-0.6079807602848534,19,B1 D only,rep9_fold1,74,10x5-fold
219	−-0.6116292761407962,17.0,B1 D only,rep8_fold2,70.0,10x5-fold,	219	+-0.6095520213859511,18,B1 D only,rep9_fold2,75,10x5-fold
220	−-0.6245369876486837,17.0,B1 D only,rep8_fold3,70.0,10x5-fold,	220	+-0.6313563418603431,18,B1 D only,rep9_fold3,75,10x5-fold
221	−-0.5802696103002862,17.0,B1 D only,rep8_fold4,70.0,10x5-fold,	221	+-0.6158644011981763,19,B1 D only,rep9_fold4,74,10x5-fold
222	−-0.6769562064244521,18.0,B1 D only,rep9_fold0,69.0,10x5-fold,	222	+-0.6794162410679633,19,B2 K only,rep0_fold0,74,10x5-fold
223	−,,B1 D only,rep9_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	223	+-0.6752333352285095,17,B2 K only,rep0_fold1,76,10x5-fold
224	−that was "	224	+-0.6810527273025005,19,B2 K only,rep0_fold2,74,10x5-fold
225	−-0.6094913290463297,17.0,B1 D only,rep9_fold2,70.0,10x5-fold,	225	+-0.5611212006291333,19,B2 K only,rep0_fold3,74,10x5-fold
226	−-0.5936887920747554,17.0,B1 D only,rep9_fold3,70.0,10x5-fold,	226	+-0.5866475458100563,19,B2 K only,rep0_fold4,74,10x5-fold
227	−-0.5608830070370011,17.0,B1 D only,rep9_fold4,70.0,10x5-fold,	227	+-0.5684592850762812,19,B2 K only,rep1_fold0,74,10x5-fold
228	−-0.622860733833226,18.0,B2 K only,rep0_fold0,69.0,10x5-fold,	228	+-0.5685999683892149,19,B2 K only,rep1_fold1,74,10x5-fold
229	−,,B2 K only,rep0_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	229	+-0.6410171866693567,19,B2 K only,rep1_fold2,74,10x5-fold
230	−that was "	230	+-0.5925243419445171,19,B2 K only,rep1_fold3,74,10x5-fold
231	−-0.5481025853813067,17.0,B2 K only,rep0_fold2,70.0,10x5-fold,	231	+-0.6568158962592102,17,B2 K only,rep1_fold4,76,10x5-fold
232	−-0.6157795858450074,17.0,B2 K only,rep0_fold3,70.0,10x5-fold,	232	+-0.5983340396692196,20,B2 K only,rep2_fold0,73,10x5-fold
233	−-0.647858812398134,17.0,B2 K only,rep0_fold4,70.0,10x5-fold,	233	+-0.6228132983555745,19,B2 K only,rep2_fold1,74,10x5-fold
234	−-0.6288038612470842,18.0,B2 K only,rep1_fold0,69.0,10x5-fold,	234	+-0.5715759954217449,18,B2 K only,rep2_fold2,75,10x5-fold
235	−-0.5975185326794321,18.0,B2 K only,rep1_fold1,69.0,10x5-fold,	235	+-0.5978375881583571,18,B2 K only,rep2_fold3,75,10x5-fold
236	−-0.5785935586562205,17.0,B2 K only,rep1_fold2,70.0,10x5-fold,	236	+-0.6331933446211148,18,B2 K only,rep2_fold4,75,10x5-fold
237	−-0.6265308235739577,17.0,B2 K only,rep1_fold3,70.0,10x5-fold,	237	+-0.6598134632702075,18,B2 K only,rep3_fold0,75,10x5-fold
238	−-0.6049837734565248,17.0,B2 K only,rep1_fold4,70.0,10x5-fold,	238	+-0.5655365751237913,18,B2 K only,rep3_fold1,75,10x5-fold
239	−-0.622723644715846,18.0,B2 K only,rep2_fold0,69.0,10x5-fold,	239	+-0.6086740111389098,19,B2 K only,rep3_fold2,74,10x5-fold
240	−-0.5479976710611313,18.0,B2 K only,rep2_fold1,69.0,10x5-fold,	240	+-0.6285006043690673,18,B2 K only,rep3_fold3,75,10x5-fold
241	−-0.691017174609867,17.0,B2 K only,rep2_fold2,70.0,10x5-fold,	241	+-0.5919101353752837,20,B2 K only,rep3_fold4,73,10x5-fold
242	−-0.6297025936236185,17.0,B2 K only,rep2_fold3,70.0,10x5-fold,	242	+-0.610268506647847,19,B2 K only,rep4_fold0,74,10x5-fold
243	−-0.5489775346820496,17.0,B2 K only,rep2_fold4,70.0,10x5-fold,	243	+-0.6081042250157828,19,B2 K only,rep4_fold1,74,10x5-fold
244	−-0.5569141957997442,18.0,B2 K only,rep3_fold0,69.0,10x5-fold,	244	+-0.6115698596799015,18,B2 K only,rep4_fold2,75,10x5-fold
245	−-0.6438185192695789,18.0,B2 K only,rep3_fold1,69.0,10x5-fold,	245	+-0.5679022449658021,19,B2 K only,rep4_fold3,74,10x5-fold
246	−-0.6381378863600627,17.0,B2 K only,rep3_fold2,70.0,10x5-fold,	246	+-0.6522888622674122,18,B2 K only,rep4_fold4,75,10x5-fold
247	−-0.6142228160425109,17.0,B2 K only,rep3_fold3,70.0,10x5-fold,	247	+-0.6397534146861698,18,B2 K only,rep5_fold0,75,10x5-fold
248	−-0.5830679679528096,17.0,B2 K only,rep3_fold4,70.0,10x5-fold,	248	+-0.5963569948403069,19,B2 K only,rep5_fold1,74,10x5-fold
249	−-0.6272397542059387,18.0,B2 K only,rep4_fold0,69.0,10x5-fold,	249	+-0.6499269897313157,18,B2 K only,rep5_fold2,75,10x5-fold
250	−-0.7005034673848259,18.0,B2 K only,rep4_fold1,69.0,10x5-fold,	250	+-0.5261217125726229,20,B2 K only,rep5_fold3,73,10x5-fold
251	−-0.594376135777104,17.0,B2 K only,rep4_fold2,70.0,10x5-fold,	251	+-0.6333220913196165,18,B2 K only,rep5_fold4,75,10x5-fold
252	−-0.5882661065530312,17.0,B2 K only,rep4_fold3,70.0,10x5-fold,	252	+-0.5528256833594891,20,B2 K only,rep6_fold0,73,10x5-fold
253	−-0.5552266659875161,17.0,B2 K only,rep4_fold4,70.0,10x5-fold,	253	+-0.5947018431493715,19,B2 K only,rep6_fold1,74,10x5-fold
254	−-0.5833162558472252,18.0,B2 K only,rep5_fold0,69.0,10x5-fold,	254	+-0.5452391361722131,18,B2 K only,rep6_fold2,75,10x5-fold
255	−-0.6458843675834318,18.0,B2 K only,rep5_fold1,69.0,10x5-fold,	255	+-0.6298086124259137,18,B2 K only,rep6_fold3,75,10x5-fold
256	−-0.6341119232147508,17.0,B2 K only,rep5_fold2,70.0,10x5-fold,	256	+-0.7059924426866322,18,B2 K only,rep6_fold4,75,10x5-fold
257	−-0.5801197123671539,17.0,B2 K only,rep5_fold3,70.0,10x5-fold,	257	+-0.6456210440967394,17,B2 K only,rep7_fold0,76,10x5-fold
258	−-0.5917407814937196,17.0,B2 K only,rep5_fold4,70.0,10x5-fold,	258	+-0.7115715864301222,19,B2 K only,rep7_fold1,74,10x5-fold
259	−-0.6478841088759187,18.0,B2 K only,rep6_fold0,69.0,10x5-fold,	259	+-0.5415546204100566,19,B2 K only,rep7_fold2,74,10x5-fold
260	−-0.5562699230921433,18.0,B2 K only,rep6_fold1,69.0,10x5-fold,	260	+-0.5453876798903289,20,B2 K only,rep7_fold3,73,10x5-fold
261	−-0.5642110792414579,17.0,B2 K only,rep6_fold2,70.0,10x5-fold,	261	+-0.6709700310627044,18,B2 K only,rep7_fold4,75,10x5-fold
262	−-0.6339541022109576,17.0,B2 K only,rep6_fold3,70.0,10x5-fold,	262	+-0.6114446116776894,18,B2 K only,rep8_fold0,75,10x5-fold
263	−-0.631241916779392,17.0,B2 K only,rep6_fold4,70.0,10x5-fold,	263	+-0.6923525658459138,18,B2 K only,rep8_fold1,75,10x5-fold
264	−-0.6457897459223011,18.0,B2 K only,rep7_fold0,69.0,10x5-fold,	264	+-0.5643538323113253,19,B2 K only,rep8_fold2,74,10x5-fold
265	−-0.6241780267664523,18.0,B2 K only,rep7_fold1,69.0,10x5-fold,	265	+-0.5744530208085011,19,B2 K only,rep8_fold3,74,10x5-fold
266	−-0.577715100514324,17.0,B2 K only,rep7_fold2,70.0,10x5-fold,	266	+-0.5896587645068391,19,B2 K only,rep8_fold4,74,10x5-fold
267	−-0.6570781933037084,17.0,B2 K only,rep7_fold3,70.0,10x5-fold,	267	+-0.5406660120770627,19,B2 K only,rep9_fold0,74,10x5-fold
268	−-0.5521118033697582,17.0,B2 K only,rep7_fold4,70.0,10x5-fold,	268	+-0.6333437912062119,19,B2 K only,rep9_fold1,74,10x5-fold
269	−-0.5828381767659178,18.0,B2 K only,rep8_fold0,69.0,10x5-fold,	269	+-0.6245554325764014,18,B2 K only,rep9_fold2,75,10x5-fold
270	−-0.6144580157235265,18.0,B2 K only,rep8_fold1,69.0,10x5-fold,	270	+-0.6452464695901153,18,B2 K only,rep9_fold3,75,10x5-fold
271	−-0.616659994437666,17.0,B2 K only,rep8_fold2,70.0,10x5-fold,	271	+-0.6244227367326036,19,B2 K only,rep9_fold4,74,10x5-fold
272	−-0.624088792321915,17.0,B2 K only,rep8_fold3,70.0,10x5-fold,	272	+-0.6782720270006548,19,B3 complexity,rep0_fold0,74,10x5-fold
273	−-0.5844439826069375,17.0,B2 K only,rep8_fold4,70.0,10x5-fold,	273	+-0.6664715603728109,17,B3 complexity,rep0_fold1,76,10x5-fold
274	−-0.6663920964067712,18.0,B2 K only,rep9_fold0,69.0,10x5-fold,	274	+-0.6804947467624988,19,B3 complexity,rep0_fold2,74,10x5-fold
275	−,,B2 K only,rep9_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	275	+-0.5601333397027236,19,B3 complexity,rep0_fold3,74,10x5-fold
276	−that was "	276	+-0.5858671257564613,19,B3 complexity,rep0_fold4,74,10x5-fold
277	−-0.61663352215543,17.0,B2 K only,rep9_fold2,70.0,10x5-fold,	277	+-0.5650370769304913,19,B3 complexity,rep1_fold0,74,10x5-fold
278	−-0.5989841600894605,17.0,B2 K only,rep9_fold3,70.0,10x5-fold,	278	+-0.5688121258934972,19,B3 complexity,rep1_fold1,74,10x5-fold
279	−-0.5687535233371137,17.0,B2 K only,rep9_fold4,70.0,10x5-fold,	279	+-0.6446838490401826,19,B3 complexity,rep1_fold2,74,10x5-fold
280	−-0.6224232632942309,18.0,B3 complexity,rep0_fold0,69.0,10x5-fold,	280	+-0.5931417836793563,19,B3 complexity,rep1_fold3,74,10x5-fold
281	−,,B3 complexity,rep0_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	281	+-0.6581770201164792,17,B3 complexity,rep1_fold4,76,10x5-fold
282	−that was "	282	+-0.6032385483625,20,B3 complexity,rep2_fold0,73,10x5-fold
283	−-0.548021220605251,17.0,B3 complexity,rep0_fold2,70.0,10x5-fold,	283	+-0.6206198499452557,19,B3 complexity,rep2_fold1,74,10x5-fold
284	−-0.6185799277109469,17.0,B3 complexity,rep0_fold3,70.0,10x5-fold,	284	+-0.5716771075714067,18,B3 complexity,rep2_fold2,75,10x5-fold
285	−-0.6551767260281819,17.0,B3 complexity,rep0_fold4,70.0,10x5-fold,	285	+-0.6032394197687556,18,B3 complexity,rep2_fold3,75,10x5-fold
286	−-0.6280157326305398,18.0,B3 complexity,rep1_fold0,69.0,10x5-fold,	286	+-0.6332712113893304,18,B3 complexity,rep2_fold4,75,10x5-fold
287	−-0.5974127318195985,18.0,B3 complexity,rep1_fold1,69.0,10x5-fold,	287	+-0.660589299714756,18,B3 complexity,rep3_fold0,75,10x5-fold
288	−-0.5779100101966184,17.0,B3 complexity,rep1_fold2,70.0,10x5-fold,	288	+-0.5667623180967009,18,B3 complexity,rep3_fold1,75,10x5-fold
289	−-0.6265719380201763,17.0,B3 complexity,rep1_fold3,70.0,10x5-fold,	289	+-0.6096062317894603,19,B3 complexity,rep3_fold2,74,10x5-fold
290	−-0.5998911050375249,17.0,B3 complexity,rep1_fold4,70.0,10x5-fold,	290	+-0.6268650104471554,18,B3 complexity,rep3_fold3,75,10x5-fold
291	−-0.6229682345999569,18.0,B3 complexity,rep2_fold0,69.0,10x5-fold,	291	+-0.5904061169240384,20,B3 complexity,rep3_fold4,73,10x5-fold
292	−-0.5527991529682255,18.0,B3 complexity,rep2_fold1,69.0,10x5-fold,	292	+-0.6042762820259596,19,B3 complexity,rep4_fold0,74,10x5-fold
293	−-0.6918027497298345,17.0,B3 complexity,rep2_fold2,70.0,10x5-fold,	293	+-0.6078027970898242,19,B3 complexity,rep4_fold1,74,10x5-fold
294	−-0.6243495498300767,17.0,B3 complexity,rep2_fold3,70.0,10x5-fold,	294	+-0.6118997354825901,18,B3 complexity,rep4_fold2,75,10x5-fold
295	−-0.5486012589225445,17.0,B3 complexity,rep2_fold4,70.0,10x5-fold,	295	+-0.5655932843836615,19,B3 complexity,rep4_fold3,74,10x5-fold
296	−-0.554348329200956,18.0,B3 complexity,rep3_fold0,69.0,10x5-fold,	296	+-0.6528022207657026,18,B3 complexity,rep4_fold4,75,10x5-fold
297	−-0.643857038455794,18.0,B3 complexity,rep3_fold1,69.0,10x5-fold,	297	+-0.63680268258605,18,B3 complexity,rep5_fold0,75,10x5-fold
298	−-0.640216594325675,17.0,B3 complexity,rep3_fold2,70.0,10x5-fold,	298	+-0.5951262498626473,19,B3 complexity,rep5_fold1,74,10x5-fold
299	−-0.6139446870181516,17.0,B3 complexity,rep3_fold3,70.0,10x5-fold,	299	+-0.6507694427513745,18,B3 complexity,rep5_fold2,75,10x5-fold
300	−-0.5838240226168955,17.0,B3 complexity,rep3_fold4,70.0,10x5-fold,	300	+-0.524882759645932,20,B3 complexity,rep5_fold3,73,10x5-fold
301	−-0.6276158169789166,18.0,B3 complexity,rep4_fold0,69.0,10x5-fold,	301	+-0.6325532752789995,18,B3 complexity,rep5_fold4,75,10x5-fold
302	−-0.7025064012583728,18.0,B3 complexity,rep4_fold1,69.0,10x5-fold,	302	+-0.5524999674270533,20,B3 complexity,rep6_fold0,73,10x5-fold
303	−-0.5968080743238756,17.0,B3 complexity,rep4_fold2,70.0,10x5-fold,	303	+-0.5946803049166622,19,B3 complexity,rep6_fold1,74,10x5-fold
304	−-0.5878815702260025,17.0,B3 complexity,rep4_fold3,70.0,10x5-fold,	304	+-0.5478815726325732,18,B3 complexity,rep6_fold2,75,10x5-fold
305	−-0.555541049733102,17.0,B3 complexity,rep4_fold4,70.0,10x5-fold,	305	+-0.6310749317752484,18,B3 complexity,rep6_fold3,75,10x5-fold
306	−-0.5825960687526403,18.0,B3 complexity,rep5_fold0,69.0,10x5-fold,	306	+-0.7049196236105723,18,B3 complexity,rep6_fold4,75,10x5-fold
307	−-0.6458675603618614,18.0,B3 complexity,rep5_fold1,69.0,10x5-fold,	307	+-0.6448428775388669,17,B3 complexity,rep7_fold0,76,10x5-fold
308	−-0.6318087921744449,17.0,B3 complexity,rep5_fold2,70.0,10x5-fold,	308	+-0.7113579003755159,19,B3 complexity,rep7_fold1,74,10x5-fold
309	−-0.5805765904798559,17.0,B3 complexity,rep5_fold3,70.0,10x5-fold,	309	+-0.5398588099695848,19,B3 complexity,rep7_fold2,74,10x5-fold
310	−-0.5898164549103526,17.0,B3 complexity,rep5_fold4,70.0,10x5-fold,	310	+-0.5470172534876638,20,B3 complexity,rep7_fold3,73,10x5-fold
311	−-0.6488127534634986,18.0,B3 complexity,rep6_fold0,69.0,10x5-fold,	311	+-0.6726137128632598,18,B3 complexity,rep7_fold4,75,10x5-fold
312	−-0.5598498827806732,18.0,B3 complexity,rep6_fold1,69.0,10x5-fold,	312	+-0.6110655707019442,18,B3 complexity,rep8_fold0,75,10x5-fold
313	−-0.5631650509389547,17.0,B3 complexity,rep6_fold2,70.0,10x5-fold,	313	+-0.6942024879857703,18,B3 complexity,rep8_fold1,75,10x5-fold
314	−-0.6340273844377895,17.0,B3 complexity,rep6_fold3,70.0,10x5-fold,	314	+-0.5641770375316484,19,B3 complexity,rep8_fold2,74,10x5-fold
315	−-0.6344343111184253,17.0,B3 complexity,rep6_fold4,70.0,10x5-fold,	315	+-0.5786780426007944,19,B3 complexity,rep8_fold3,74,10x5-fold
316	−-0.6495896866751387,18.0,B3 complexity,rep7_fold0,69.0,10x5-fold,	316	+-0.590758760190815,19,B3 complexity,rep8_fold4,74,10x5-fold
317	−-0.6201545780087081,18.0,B3 complexity,rep7_fold1,69.0,10x5-fold,	317	+-0.5436653478281098,19,B3 complexity,rep9_fold0,74,10x5-fold
318	−-0.5766895733818591,17.0,B3 complexity,rep7_fold2,70.0,10x5-fold,	318	+-0.6341060948474395,19,B3 complexity,rep9_fold1,74,10x5-fold
319	−-0.6526483507711919,17.0,B3 complexity,rep7_fold3,70.0,10x5-fold,	319	+-0.623922218882318,18,B3 complexity,rep9_fold2,75,10x5-fold
320	−-0.5520706492340092,17.0,B3 complexity,rep7_fold4,70.0,10x5-fold,	320	+-0.6448090874663114,18,B3 complexity,rep9_fold3,75,10x5-fold
321	−-0.5837108392288399,18.0,B3 complexity,rep8_fold0,69.0,10x5-fold,	321	+-0.6225350987601201,19,B3 complexity,rep9_fold4,74,10x5-fold
322	−-0.6148287565836799,18.0,B3 complexity,rep8_fold1,69.0,10x5-fold,	322	+-0.671985164747131,19,B4 persistence,rep0_fold0,74,10x5-fold
323	−-0.6173938320749792,17.0,B3 complexity,rep8_fold2,70.0,10x5-fold,	323	+-0.6582322691892459,17,B4 persistence,rep0_fold1,76,10x5-fold
324	−-0.6243828632704121,17.0,B3 complexity,rep8_fold3,70.0,10x5-fold,	324	+-0.6735242415042979,19,B4 persistence,rep0_fold2,74,10x5-fold
325	−-0.58370651697469,17.0,B3 complexity,rep8_fold4,70.0,10x5-fold,	325	+-0.5576017586396346,19,B4 persistence,rep0_fold3,74,10x5-fold
326	−-0.6658135394934944,18.0,B3 complexity,rep9_fold0,69.0,10x5-fold,	326	+-0.580759589149185,19,B4 persistence,rep0_fold4,74,10x5-fold
327	−,,B3 complexity,rep9_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	327	+-0.5633034046366819,19,B4 persistence,rep1_fold0,74,10x5-fold
328	−that was "	328	+-0.5632829325041058,19,B4 persistence,rep1_fold1,74,10x5-fold
329	−-0.6160048014502761,17.0,B3 complexity,rep9_fold2,70.0,10x5-fold,	329	+-0.6351330149989289,19,B4 persistence,rep1_fold2,74,10x5-fold
330	−-0.5994598035926632,17.0,B3 complexity,rep9_fold3,70.0,10x5-fold,	330	+-0.5927035550010715,19,B4 persistence,rep1_fold3,74,10x5-fold
331	−-0.568713984582936,17.0,B3 complexity,rep9_fold4,70.0,10x5-fold,	331	+-0.6502583137429893,17,B4 persistence,rep1_fold4,76,10x5-fold
332	−-0.6177748794828175,18.0,B4 persistence,rep0_fold0,69.0,10x5-fold,	332	+-0.5975777994496894,20,B4 persistence,rep2_fold0,73,10x5-fold
333	−,,B4 persistence,rep0_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	333	+-0.6146894856889363,19,B4 persistence,rep2_fold1,74,10x5-fold
334	−that was "	334	+-0.5664857536847796,18,B4 persistence,rep2_fold2,75,10x5-fold
335	−-0.541350208035929,17.0,B4 persistence,rep0_fold2,70.0,10x5-fold,	335	+-0.5881312659296789,18,B4 persistence,rep2_fold3,75,10x5-fold
336	−-0.6150391065571179,17.0,B4 persistence,rep0_fold3,70.0,10x5-fold,	336	+-0.6297036700907955,18,B4 persistence,rep2_fold4,75,10x5-fold
337	−-0.6399410433722716,17.0,B4 persistence,rep0_fold4,70.0,10x5-fold,	337	+-0.6619913803481575,18,B4 persistence,rep3_fold0,75,10x5-fold
338	−-0.6295697257883499,18.0,B4 persistence,rep1_fold0,69.0,10x5-fold,	338	+-0.5614865927328828,18,B4 persistence,rep3_fold1,75,10x5-fold
339	−-0.5880278784748856,18.0,B4 persistence,rep1_fold1,69.0,10x5-fold,	339	+-0.6018874550671651,19,B4 persistence,rep3_fold2,74,10x5-fold
340	−-0.5731604710799205,17.0,B4 persistence,rep1_fold2,70.0,10x5-fold,	340	+-0.6189338937968742,18,B4 persistence,rep3_fold3,75,10x5-fold
341	−-0.6375013456439419,17.0,B4 persistence,rep1_fold3,70.0,10x5-fold,	341	+-0.5886984632291674,20,B4 persistence,rep3_fold4,73,10x5-fold
342	−-0.5958581411636649,17.0,B4 persistence,rep1_fold4,70.0,10x5-fold,	342	+-0.5927450878182084,19,B4 persistence,rep4_fold0,74,10x5-fold
343	−-0.6190718851371307,18.0,B4 persistence,rep2_fold0,69.0,10x5-fold,	343	+-0.598778991085936,19,B4 persistence,rep4_fold1,74,10x5-fold
344	−-0.5482486031623248,18.0,B4 persistence,rep2_fold1,69.0,10x5-fold,	344	+-0.6116579228459538,18,B4 persistence,rep4_fold2,75,10x5-fold
345	−-0.6889472659786482,17.0,B4 persistence,rep2_fold2,70.0,10x5-fold,	345	+-0.5624758831746948,19,B4 persistence,rep4_fold3,74,10x5-fold
346	−-0.611941560462283,17.0,B4 persistence,rep2_fold3,70.0,10x5-fold,	346	+-0.6453306053080126,18,B4 persistence,rep4_fold4,75,10x5-fold
347	−-0.5472265352846163,17.0,B4 persistence,rep2_fold4,70.0,10x5-fold,	347	+-0.6311865271208418,18,B4 persistence,rep5_fold0,75,10x5-fold
348	−-0.5573419404454799,18.0,B4 persistence,rep3_fold0,69.0,10x5-fold,	348	+-0.6020541294621151,19,B4 persistence,rep5_fold1,74,10x5-fold
349	−-0.6380646732677969,18.0,B4 persistence,rep3_fold1,69.0,10x5-fold,	349	+-0.6541112465538,18,B4 persistence,rep5_fold2,75,10x5-fold
350	−-0.6307203306424725,17.0,B4 persistence,rep3_fold2,70.0,10x5-fold,	350	+-0.5209835704860011,20,B4 persistence,rep5_fold3,73,10x5-fold
351	−-0.6097671103332879,17.0,B4 persistence,rep3_fold3,70.0,10x5-fold,	351	+-0.6248240233639719,18,B4 persistence,rep5_fold4,75,10x5-fold
352	−-0.58655920179526,17.0,B4 persistence,rep3_fold4,70.0,10x5-fold,	352	+-0.5485244586179201,20,B4 persistence,rep6_fold0,73,10x5-fold
353	−-0.6211534067439222,18.0,B4 persistence,rep4_fold0,69.0,10x5-fold,	353	+-0.5896579558810591,19,B4 persistence,rep6_fold1,74,10x5-fold
354	−-0.6961452495181134,18.0,B4 persistence,rep4_fold1,69.0,10x5-fold,	354	+-0.5289368789051853,18,B4 persistence,rep6_fold2,75,10x5-fold
355	−-0.5881216246876273,17.0,B4 persistence,rep4_fold2,70.0,10x5-fold,	355	+-0.6192830925910812,18,B4 persistence,rep6_fold3,75,10x5-fold
356	−-0.5876368465571769,17.0,B4 persistence,rep4_fold3,70.0,10x5-fold,	356	+-0.7137694562981892,18,B4 persistence,rep6_fold4,75,10x5-fold
357	−-0.5550327501500281,17.0,B4 persistence,rep4_fold4,70.0,10x5-fold,	357	+-0.6422026456270938,17,B4 persistence,rep7_fold0,76,10x5-fold
358	−-0.5826526469530944,18.0,B4 persistence,rep5_fold0,69.0,10x5-fold,	358	+-0.7027488241129795,19,B4 persistence,rep7_fold1,74,10x5-fold
359	−-0.6371101593952542,18.0,B4 persistence,rep5_fold1,69.0,10x5-fold,	359	+-0.5411451988967334,19,B4 persistence,rep7_fold2,74,10x5-fold
360	−-0.6300000134772511,17.0,B4 persistence,rep5_fold2,70.0,10x5-fold,	360	+-0.539522713586498,20,B4 persistence,rep7_fold3,73,10x5-fold
361	−-0.5762926736158204,17.0,B4 persistence,rep5_fold3,70.0,10x5-fold,	361	+-0.6590032566537575,18,B4 persistence,rep7_fold4,75,10x5-fold
362	−-0.5985421162868496,17.0,B4 persistence,rep5_fold4,70.0,10x5-fold,	362	+-0.6225616782357821,18,B4 persistence,rep8_fold0,75,10x5-fold
363	−-0.652928695414056,18.0,B4 persistence,rep6_fold0,69.0,10x5-fold,	363	+-0.6780312410586735,18,B4 persistence,rep8_fold1,75,10x5-fold
364	−-0.5551680870281747,18.0,B4 persistence,rep6_fold1,69.0,10x5-fold,	364	+-0.5620546706652177,19,B4 persistence,rep8_fold2,74,10x5-fold
365	−-0.5643743883025886,17.0,B4 persistence,rep6_fold2,70.0,10x5-fold,	365	+-0.5711418679988245,19,B4 persistence,rep8_fold3,74,10x5-fold
366	−-0.6273228665735541,17.0,B4 persistence,rep6_fold3,70.0,10x5-fold,	366	+-0.5832363994567088,19,B4 persistence,rep8_fold4,74,10x5-fold
367	−-0.6269801961378364,17.0,B4 persistence,rep6_fold4,70.0,10x5-fold,	367	+-0.5345815408150943,19,B4 persistence,rep9_fold0,74,10x5-fold
368	−-0.6397452196954947,18.0,B4 persistence,rep7_fold0,69.0,10x5-fold,	368	+-0.6243650997622889,19,B4 persistence,rep9_fold1,74,10x5-fold
369	−-0.6162470649154671,18.0,B4 persistence,rep7_fold1,69.0,10x5-fold,	369	+-0.6137189154704589,18,B4 persistence,rep9_fold2,75,10x5-fold
370	−-0.5647336910797054,17.0,B4 persistence,rep7_fold2,70.0,10x5-fold,	370	+-0.6407980460796847,18,B4 persistence,rep9_fold3,75,10x5-fold
371	−-0.6445988346816625,17.0,B4 persistence,rep7_fold3,70.0,10x5-fold,	371	+-0.6208565323773663,19,B4 persistence,rep9_fold4,74,10x5-fold
372	−-0.5518545474497174,17.0,B4 persistence,rep7_fold4,70.0,10x5-fold,	372	+-0.6337948842819158,19,B5 D+K,rep0_fold0,74,10x5-fold
373	−-0.5816639710614425,18.0,B4 persistence,rep8_fold0,69.0,10x5-fold,	373	+-0.6596753404433631,17,B5 D+K,rep0_fold1,76,10x5-fold
374	−-0.6104026408192657,18.0,B4 persistence,rep8_fold1,69.0,10x5-fold,	374	+-0.6692213522232436,19,B5 D+K,rep0_fold2,74,10x5-fold
375	−-0.6230006737451382,17.0,B4 persistence,rep8_fold2,70.0,10x5-fold,	375	+-0.5567168597634137,19,B5 D+K,rep0_fold3,74,10x5-fold
376	−-0.6211060770037978,17.0,B4 persistence,rep8_fold3,70.0,10x5-fold,	376	+-0.5721943483073698,19,B5 D+K,rep0_fold4,74,10x5-fold
377	−-0.5788777122446616,17.0,B4 persistence,rep8_fold4,70.0,10x5-fold,	377	+-0.5591026304247548,19,B5 D+K,rep1_fold0,74,10x5-fold
378	−-0.6798072722309922,18.0,B4 persistence,rep9_fold0,69.0,10x5-fold,	378	+-0.5631897242368877,19,B5 D+K,rep1_fold1,74,10x5-fold
379	−,,B4 persistence,rep9_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	379	+-0.6261084864620554,19,B5 D+K,rep1_fold2,74,10x5-fold
380	−that was "	380	+-0.5920110809571945,19,B5 D+K,rep1_fold3,74,10x5-fold
381	−-0.6161884466742826,17.0,B4 persistence,rep9_fold2,70.0,10x5-fold,	381	+-0.6435381227283641,17,B5 D+K,rep1_fold4,76,10x5-fold
382	−-0.5979456758715648,17.0,B4 persistence,rep9_fold3,70.0,10x5-fold,	382	+-0.5872466822190383,20,B5 D+K,rep2_fold0,73,10x5-fold
383	−-0.5649801809335007,17.0,B4 persistence,rep9_fold4,70.0,10x5-fold,	383	+-0.6211811256606243,19,B5 D+K,rep2_fold1,74,10x5-fold
384	−-0.6071201113987283,18.0,B5 D+K,rep0_fold0,69.0,10x5-fold,	384	+-0.5685072251963441,18,B5 D+K,rep2_fold2,75,10x5-fold
385	−,,B5 D+K,rep0_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model	385	+-0.6054449025341113,18,B5 D+K,rep2_fold3,75,10x5-fold
386	−that was "	386	+-0.6221258470593989,18,B5 D+K,rep2_fold4,75,10x5-fold
387	−-0.5448226199275119,17.0,B5 D+K,rep0_fold2,70.0,10x5-fold,	387	+-0.6548442428965751,18,B5 D+K,rep3_fold0,75,10x5-fold
388	−-0.6078459568722003,17.0,B5 D+K,rep0_fold3,70.0,10x5-fold,	388	+-0.5577859789586922,18,B5 D+K,rep3_fold1,75,10x5-fold
389	−-0.6342417651615544,17.0,B5 D+K,rep0_fold4,70.0,10x5-fold,	389	+-0.5951273764464787,19,B5 D+K,rep3_fold2,74,10x5-fold
390	−-0.6216611883548933,18.0,B5 D+K,rep1_fold0,69.0,10x5-fold,	390	+-0.6167510261573316,18,B5 D+K,rep3_fold3,75,10x5-fold
391	−-0.5933436332383474,18.0,B5 D+K,rep1_fold1,69.0,10x5-fold,	391	+-0.5828881223316793,20,B5 D+K,rep3_fold4,73,10x5-fold
392	−-0.5799203552322584,17.0,B5 D+K,rep1_fold2,70.0,10x5-fold,	392	+-0.5953416377187439,19,B5 D+K,rep4_fold0,74,10x5-fold
393	−-0.6237774969169441,17.0,B5 D+K,rep1_fold3,70.0,10x5-fold,	393	+-0.5976548390819251,19,B5 D+K,rep4_fold1,74,10x5-fold
394	−-0.5962314074144938,17.0,B5 D+K,rep1_fold4,70.0,10x5-fold,	394	+-0.6157384171455546,18,B5 D+K,rep4_fold2,75,10x5-fold
395	−-0.6164285456981456,18.0,B5 D+K,rep2_fold0,69.0,10x5-fold,	395	+-0.5560487791224314,19,B5 D+K,rep4_fold3,74,10x5-fold
396	−-0.5550719506380004,18.0,B5 D+K,rep2_fold1,69.0,10x5-fold,	396	+-0.6412271540719632,18,B5 D+K,rep4_fold4,75,10x5-fold
397	−-0.6823529488772692,17.0,B5 D+K,rep2_fold2,70.0,10x5-fold,	397	+-0.6242459138566026,18,B5 D+K,rep5_fold0,75,10x5-fold
398	−-0.6349211354758763,17.0,B5 D+K,rep2_fold3,70.0,10x5-fold,	398	+-0.5958904248518524,19,B5 D+K,rep5_fold1,74,10x5-fold
399	−-0.5459307682665984,17.0,B5 D+K,rep2_fold4,70.0,10x5-fold,	399	+-0.6385934101737542,18,B5 D+K,rep5_fold2,75,10x5-fold
400	−-0.5642082627660487,18.0,B5 D+K,rep3_fold0,69.0,10x5-fold,	400	+-0.5249694823728337,20,B5 D+K,rep5_fold3,73,10x5-fold
401	−-0.6413358094439828,18.0,B5 D+K,rep3_fold1,69.0,10x5-fold,	401	+-0.6105819186162433,18,B5 D+K,rep5_fold4,75,10x5-fold
402	−-0.6273715788317731,17.0,B5 D+K,rep3_fold2,70.0,10x5-fold,	402	+-0.5405701733448982,20,B5 D+K,rep6_fold0,73,10x5-fold
403	−-0.606168563492821,17.0,B5 D+K,rep3_fold3,70.0,10x5-fold,	403	+-0.5969800644402191,19,B5 D+K,rep6_fold1,74,10x5-fold
404	−-0.5873488241907752,17.0,B5 D+K,rep3_fold4,70.0,10x5-fold,	404	+-0.5337580106622606,18,B5 D+K,rep6_fold2,75,10x5-fold
405	−-0.6167635409415378,18.0,B5 D+K,rep4_fold0,69.0,10x5-fold,	405	+-0.6133796880055206,18,B5 D+K,rep6_fold3,75,10x5-fold
406	−-0.6902898041346739,18.0,B5 D+K,rep4_fold1,69.0,10x5-fold,	406	+-0.7015359359689189,18,B5 D+K,rep6_fold4,75,10x5-fold
407	−-0.590063802353847,17.0,B5 D+K,rep4_fold2,70.0,10x5-fold,	407	+-0.6348404643046642,17,B5 D+K,rep7_fold0,76,10x5-fold
408	−-0.60149969130101,17.0,B5 D+K,rep4_fold3,70.0,10x5-fold,	408	+-0.7013263206291614,19,B5 D+K,rep7_fold1,74,10x5-fold
409	−-0.5610610105956596,17.0,B5 D+K,rep4_fold4,70.0,10x5-fold,	409	+-0.5520701716423618,19,B5 D+K,rep7_fold2,74,10x5-fold
410	−-0.5763076114426743,18.0,B5 D+K,rep5_fold0,69.0,10x5-fold,	410	+-0.5338125532883111,20,B5 D+K,rep7_fold3,73,10x5-fold
411	−-0.6367410766013497,18.0,B5 D+K,rep5_fold1,69.0,10x5-fold,	411	+-0.6274481073771072,18,B5 D+K,rep7_fold4,75,10x5-fold
412	−-0.6283237081659587,17.0,B5 D+K,rep5_fold2,70.0,10x5-fold,	412	+-0.6123948039475721,18,B5 D+K,rep8_fold0,75,10x5-fold
413	−-0.5723113512237697,17.0,B5 D+K,rep5_fold3,70.0,10x5-fold,	413	+-0.6798217477880797,18,B5 D+K,rep8_fold1,75,10x5-fold
414	−-0.5974104639599264,17.0,B5 D+K,rep5_fold4,70.0,10x5-fold,	414	+-0.5699974946711587,19,B5 D+K,rep8_fold2,74,10x5-fold
415	−-0.650233537823597,18.0,B5 D+K,rep6_fold0,69.0,10x5-fold,	415	+-0.5721301963253125,19,B5 D+K,rep8_fold3,74,10x5-fold
416	−-0.5530376972999185,18.0,B5 D+K,rep6_fold1,69.0,10x5-fold,	416	+-0.5787699185206181,19,B5 D+K,rep8_fold4,74,10x5-fold
417	−-0.5745115580682859,17.0,B5 D+K,rep6_fold2,70.0,10x5-fold,	417	+-0.5386548821922236,19,B5 D+K,rep9_fold0,74,10x5-fold
418	−-0.6266934184819944,17.0,B5 D+K,rep6_fold3,70.0,10x5-fold,	418	+-0.6042877935927196,19,B5 D+K,rep9_fold1,74,10x5-fold
419	−-0.6216739607716862,17.0,B5 D+K,rep6_fold4,70.0,10x5-fold,	419	+-0.610654978308027,18,B5 D+K,rep9_fold2,75,10x5-fold
420	−-0.6517790474103996,18.0,B5 D+K,rep7_fold0,69.0,10x5-fold,	420	+-0.6306542871932357,18,B5 D+K,rep9_fold3,75,10x5-fold
421	−-0.6169432515040979,18.0,B5 D+K,rep7_fold1,69.0,10x5-fold,	421	+-0.6181047939706994,19,B5 D+K,rep9_fold4,74,10x5-fold
422	−-0.5671613279484712,17.0,B5 D+K,rep7_fold2,70.0,10x5-fold,
423	−-0.6516063601653364,17.0,B5 D+K,rep7_fold3,70.0,10x5-fold,
424	−-0.5669222689586157,17.0,B5 D+K,rep7_fold4,70.0,10x5-fold,
425	−-0.5826281169172589,18.0,B5 D+K,rep8_fold0,69.0,10x5-fold,
426	−-0.6043655684533858,18.0,B5 D+K,rep8_fold1,69.0,10x5-fold,
427	−-0.610361676935831,17.0,B5 D+K,rep8_fold2,70.0,10x5-fold,
428	−-0.6213289274365054,17.0,B5 D+K,rep8_fold3,70.0,10x5-fold,
429	−-0.580382971518139,17.0,B5 D+K,rep8_fold4,70.0,10x5-fold,
430	−-0.6811250689340757,18.0,B5 D+K,rep9_fold0,69.0,10x5-fold,
431	−,,B5 D+K,rep9_fold1,,10x5-fold,"predict requires that you use a DataFrame when predicting from a model
432	−that was "
433	−-0.6095615301133424,17.0,B5 D+K,rep9_fold2,70.0,10x5-fold,
434	−-0.5925029199463963,17.0,B5 D+K,rep9_fold3,70.0,10x5-fold,
435	−-0.5588775589829003,17.0,B5 D+K,rep9_fold4,70.0,10x5-fold,

modified results/empirical/h2_seshat_cv_folds_binary.csv +351 −358

				@@ -1,358 +1,351 @@
1	−oos_loglik,brier,n,events,auc,calibration_slope,calibration_intercept,model,fold,n_train,error	1	+oos_loglik,brier,n,events,auc,calibration_slope,calibration_intercept,model,fold,n_train
2	−-1.6147278603128579,0.3477243093646753,18.0,16.0,0.4375,0.038878271738374166,2.026196590725106,A2 P,rep0_fold0,68.0,	2	+-0.8278794792050075,0.28120452480796165,19,10,0.8555555555555556,0.4851065090311873,-1.6429742565293335,A2 P,rep0_fold0,72
3	−-0.42441452306857363,0.1520988690137464,17.0,13.0,0.8461538461538461,1.2521074991479944,-1.0679246732517913,A2 P,rep0_fold1,69.0,	3	+-0.4644897349537807,0.16256545921162802,17,15,0.8,0.3636302176810084,1.4669723908736207,A2 P,rep0_fold1,74
4	−-1.8840638143338655,0.36524821538527935,17.0,9.0,0.6875,0.08418244377459007,-0.0633491943728489,A2 P,rep0_fold2,69.0,	4	+-2.7120876050326683,0.30462110871856485,18,13,0.6846153846153846,0.05358357011744696,0.9057011338713082,A2 P,rep0_fold2,73
5	−-0.20419397407706072,0.06244502228713764,17.0,15.0,0.9666666666666667,1.9906576661035766,0.9108619774489326,A2 P,rep0_fold3,69.0,	5	+-0.48642824018414604,0.16789570570731624,19,16,0.7395833333333334,0.3552010538590975,1.1590226417944323,A2 P,rep0_fold3,72
6	−-4.430780053520126,0.5793041005247747,17.0,12.0,0.3,-0.0801749860789851,1.2633970374179302,A2 P,rep0_fold4,69.0,	6	+-1.107872403658296,0.1663097818121395,18,16,0.828125,0.182315837084419,2.428153419985284,A2 P,rep0_fold4,73
7	−-3.235938791775332,0.27368142086203257,18.0,15.0,0.16666666666666666,-2.0831738621865363,29.290934027674087,A2 P,rep1_fold0,68.0,	7	+-0.494406250734336,0.16565321126073515,18,13,0.8076923076923077,0.9438426047824482,-0.6873606187799568,A2 P,rep1_fold0,73
8	−-1.315746596440423,0.21037165069507135,17.0,13.0,0.8076923076923077,0.10689476645030033,0.6291870257465465,A2 P,rep1_fold1,69.0,	8	+-0.5496171815572785,0.1929668916673164,19,16,0.7291666666666667,0.24072796213820888,1.0212841849848728,A2 P,rep1_fold1,72
9	−-1.0161714346005353,0.3533902929376095,17.0,10.0,0.6,0.16558749332123757,-0.08836352642102288,A2 P,rep1_fold2,69.0,	9	+-1.846988953369839,0.24751867904932734,19,14,0.7571428571428571,0.05972696782013919,0.8643641602595649,A2 P,rep1_fold2,72
10	−-0.5729346434798638,0.20695281812362554,17.0,15.0,0.6,0.22382184725319815,1.7829883147126673,A2 P,rep1_fold3,69.0,	10	+-0.5771130368152692,0.19909941544598136,18,14,0.5,0.2136354879533447,0.6650509723128453,A2 P,rep1_fold3,73
11	−-0.6656800955333683,0.20903195900594115,17.0,12.0,0.6833333333333333,0.23594597549413338,0.3407316118726492,A2 P,rep1_fold4,69.0,	11	+-1.3837304183093553,0.2572091628430353,17,13,0.5865384615384616,0.07578568543531346,0.9098828293801083,A2 P,rep1_fold4,74
12	−-0.6535914620065003,0.22121331070289185,18.0,15.0,0.5333333333333333,0.12986220355059042,1.1574914704584087,A2 P,rep2_fold0,68.0,	12	+-1.7271192620184543,0.19817527404134178,19,15,0.7999999999999999,0.05514586705219017,1.2069311134609115,A2 P,rep2_fold0,72
13	−-1.1724788710482998,0.1792770540530261,17.0,13.0,0.8173076923076924,0.12363940891887464,1.2000716589774805,A2 P,rep2_fold1,69.0,	13	+-1.890993471241987,0.26566032834162817,19,14,0.6714285714285715,0.07767756269107863,0.93969527930835,A2 P,rep2_fold1,72
14	−-1.3198524981977313,0.25193041506948205,17.0,11.0,0.6439393939393939,0.10438219359958759,0.559412467879823,A2 P,rep2_fold2,69.0,	14	+-0.6351350772853955,0.22785411845903478,19,13,0.6602564102564102,0.2876985536845043,0.11602239051639465,A2 P,rep2_fold2,72
15	−,,,,,,,A2 P,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model	15	+-0.8140089402304311,0.25640128577846516,18,14,0.4642857142857143,0.111065516129778,0.895346803606359,A2 P,rep2_fold3,73
16	−that was "	16	+-0.30791504433479916,0.10708096970551097,16,14,0.8928571428571428,0.5274208205099976,0.8542669450930547,A2 P,rep2_fold4,75
17	−-0.6272651629454997,0.20899752686733333,17.0,12.0,0.7833333333333332,0.298914459138422,-0.13492340946207249,A2 P,rep2_fold4,69.0,	17	+-1.938959101994362,0.23915189634632456,19,17,0.47058823529411764,0.020450970521164756,2.052187833952251,A2 P,rep3_fold0,72
18	−-0.3354806229051316,0.11812201104759944,18.0,16.0,0.8125,0.7154223125334125,1.2794408523026972,A2 P,rep3_fold0,68.0,	18	+-0.9144731349161482,0.25389446817094413,17,12,0.6833333333333333,0.1926903200029879,0.18128057524448102,A2 P,rep3_fold1,74
19	−-0.4437086073143465,0.160879307140492,17.0,15.0,0.7666666666666666,0.5450830291381796,1.5103888106744947,A2 P,rep3_fold1,69.0,	19	+-1.9282247967747888,0.2684881143082352,19,13,0.6602564102564104,0.08523642030207534,0.8158126742996373,A2 P,rep3_fold2,72
20	−-0.7134263555561973,0.24495887830512034,17.0,13.0,0.5384615384615385,0.13512967061778933,0.8857142154721119,A2 P,rep3_fold2,69.0,	20	+-0.465978913302703,0.1676782195434497,17,14,0.7857142857142858,0.2759115366762285,0.8333287549017055,A2 P,rep3_fold3,74
21	−-2.0924764941334812,0.35081623589589617,17.0,10.0,0.8214285714285715,0.11904897495158784,-0.289893176797397,A2 P,rep3_fold3,69.0,	21	+-1.7284579422023831,0.20255733416501123,19,14,0.6285714285714286,0.04401610256901649,0.7328353788094188,A2 P,rep3_fold4,72
22	−-1.6048130374074236,0.3419129525794218,17.0,11.0,0.4621212121212121,0.06189947947451136,0.603530205162833,A2 P,rep3_fold4,69.0,	22	+-2.1185995051984587,0.28784382772277856,18,12,0.6527777777777778,0.047964134339956895,0.6810054471049478,A2 P,rep4_fold0,73
23	−-2.672704537604353,0.3041410501715993,18.0,14.0,0.6160714285714286,0.04459856659665558,1.1363092241200814,A2 P,rep4_fold0,68.0,	23	+-2.219773388093569,0.36893001987530066,19,13,0.3653846153846154,-0.08489677665569756,1.0958169373341353,A2 P,rep4_fold1,72
24	−-1.9549021624544816,0.40223376727601223,17.0,14.0,0.35714285714285715,-0.07318111305960068,1.8285145290206528,A2 P,rep4_fold1,69.0,	24	+-0.3087609056926693,0.09838966738490812,18,17,0.6470588235294118,0.17560596843025955,2.1841642970210353,A2 P,rep4_fold2,73
25	−-0.5440219786887894,0.19883486902209552,17.0,13.0,0.6730769230769231,0.28649325884862875,0.720737069296145,A2 P,rep4_fold2,69.0,	25	+-0.3843398267527407,0.13832783528734088,19,16,0.7916666666666666,0.33468895064623727,0.755460072131157,A2 P,rep4_fold3,72
26	−-2.0611047237129547,0.2617154562801296,17.0,12.0,0.3833333333333333,-0.15207265561858585,1.45686686235328,A2 P,rep4_fold3,69.0,	26	+-2.190720059387316,0.3209148496450145,17,12,0.65,0.05660924120430591,0.6683631686018601,A2 P,rep4_fold4,74
27	−-3.617187084826787,0.367433817812498,17.0,12.0,0.375,-0.06339638671810253,1.3132950385700353,A2 P,rep4_fold4,69.0,	27	+-1.7083952854353721,0.1894572578138275,19,15,0.8333333333333333,0.090848668827953,1.2282472842999554,A2 P,rep5_fold0,72
28	−-1.347115755852717,0.25984022788109135,18.0,15.0,0.4222222222222222,0.04560670174591099,1.4733608398602684,A2 P,rep5_fold0,68.0,	28	+-0.8075542666917541,0.2566928052108285,17,14,0.6904761904761905,0.14885615769000404,0.8450465803746234,A2 P,rep5_fold1,74
29	−-0.7696945620658717,0.24666384795650267,17.0,12.0,0.6,0.17544137642115198,0.4640834563468401,A2 P,rep5_fold1,69.0,	29	+-0.4637872428556884,0.17008726397548804,18,15,0.7333333333333333,0.2632376884507209,0.9127104928654959,A2 P,rep5_fold2,73
30	−-1.3861042312985463,0.25144965725559737,17.0,11.0,0.6893939393939394,0.09814499986819727,0.48777175438359144,A2 P,rep5_fold2,69.0,	30	+-0.6779150294332255,0.23656765216842043,20,12,0.7552083333333333,0.870329559785929,-1.107418227213715,A2 P,rep5_fold3,71
31	−-0.44570193638545413,0.1641037606752546,17.0,14.0,0.8333333333333333,0.5974521114968139,1.1283588379145597,A2 P,rep5_fold3,69.0,	31	+-2.2974783374854146,0.33261847009394657,17,14,0.5952380952380953,0.027625435984621832,1.5124191032033922,A2 P,rep5_fold4,74
32	−-0.4576601351382101,0.15041187066866465,17.0,13.0,0.7884615384615384,0.41423006218913255,0.07965869520526861,A2 P,rep5_fold4,69.0,	32	+-1.7509788794814434,0.2436279521767707,21,17,0.6544117647058822,0.07661770891113433,1.4833947142283905,A2 P,rep6_fold0,70
33	−-0.3761035107600513,0.12616329919383432,18.0,14.0,0.875,1.6557634948473352,-0.6282133990609461,A2 P,rep6_fold0,68.0,	33	+-0.9528913007824398,0.2502983306725486,18,13,0.6923076923076923,0.16275707332580377,0.4726179971591736,A2 P,rep6_fold1,73
34	−-1.6619671875957103,0.31046049125739683,17.0,12.0,0.65,0.04799852314072253,0.7246092884768622,A2 P,rep6_fold1,69.0,	34	+-0.3292637596455035,0.11191177147421529,17,15,0.7666666666666666,0.31163732094011115,0.8342432564197978,A2 P,rep6_fold2,74
35	−-0.6989838295231457,0.273826726652936,17.0,12.0,0.6,0.2062419047641306,0.3593777094575474,A2 P,rep6_fold2,69.0,	35	+-1.846974871596311,0.2510180759117288,19,13,0.717948717948718,0.08132629328480159,0.4888687826592837,A2 P,rep6_fold3,72
36	−-0.909007990973212,0.20792283984435148,17.0,13.0,0.7692307692307693,0.17193427774360018,0.47918513299684873,A2 P,rep6_fold3,69.0,	36	+-0.6559672906255556,0.21095450128523568,16,12,0.5625,0.18178350637730287,0.640981262886142,A2 P,rep6_fold4,75
37	−-2.81850711760906,0.3183467535469455,17.0,14.0,0.33333333333333337,-0.09203509113702232,2.1804501564329093,A2 P,rep6_fold4,69.0,	37	+-1.1113898104185371,0.1641336956416357,17,16,0.6875,0.0759120355531482,2.5403234042183485,A2 P,rep7_fold0,74
38	−-1.1872378880317631,0.2017689499925686,18.0,15.0,0.7555555555555555,0.0750270298174241,1.4922532517495117,A2 P,rep7_fold0,68.0,	38	+-0.7101469951958392,0.23308743775791677,19,13,0.6923076923076923,0.22562874999642854,0.42140443319214804,A2 P,rep7_fold1,72
39	−-0.5001909207980899,0.1545253171731453,17.0,13.0,0.826923076923077,0.7119143333563948,-0.8535969344746249,A2 P,rep7_fold1,69.0,	39	+-0.6374811909095944,0.2230800187068815,19,13,0.8205128205128205,0.5715457842154249,-0.8521776483619087,A2 P,rep7_fold2,72
40	−-2.0273237786095715,0.2707148942961337,17.0,13.0,0.6923076923076923,0.06241584821793688,0.9378910575705046,A2 P,rep7_fold2,69.0,	40	+-1.8116257913824847,0.22413090229106025,19,14,0.7285714285714285,0.0583852542347782,0.9125099195533589,A2 P,rep7_fold3,72
41	−-3.6691485905464516,0.5514625409581766,17.0,12.0,0.35,-0.05894373166747355,1.1409993633794187,A2 P,rep7_fold3,69.0,	41	+-0.4720490998008702,0.1631648546803953,17,14,0.7142857142857143,0.30645275265168853,0.8980513020325638,A2 P,rep7_fold4,74
42	−-1.3119964121545127,0.24491785812605305,17.0,12.0,0.7416666666666667,0.10530709285135498,0.7782489366139902,A2 P,rep7_fold4,69.0,	42	+-0.5077344769017769,0.16987939273313385,17,15,0.8333333333333334,0.46868140651383583,1.645992967896528,A2 P,rep8_fold0,74
43	−-2.36247250070995,0.32007659227406504,18.0,13.0,0.35384615384615387,-0.08318557297293905,1.4319403256005532,A2 P,rep8_fold0,68.0,	43	+-0.4946584224601952,0.17976128096086694,20,15,0.7066666666666667,0.41165551485157964,0.30962730312672215,A2 P,rep8_fold1,71
44	−-2.0012338376218044,0.25668164542454436,17.0,13.0,0.6538461538461539,0.050668229272140895,1.04851909641943,A2 P,rep8_fold1,69.0,	44	+-1.1636061370478359,0.19019206394639257,19,14,0.7928571428571429,0.128365742260648,0.7681489934350506,A2 P,rep8_fold2,72
45	−-0.33300355683927324,0.11039155848439539,17.0,15.0,0.8333333333333333,0.704471267770291,0.9815171783683103,A2 P,rep8_fold2,69.0,	45	+-2.817080802429428,0.3401708332495714,18,14,0.6428571428571429,0.022601327943067476,1.1959948407503953,A2 P,rep8_fold3,73
46	−-0.6091075823803311,0.22883072737220334,17.0,13.0,0.5961538461538461,0.20891920721755253,0.6266289295895827,A2 P,rep8_fold3,69.0,	46	+-0.47304696796453444,0.16253132977952023,17,12,0.875,1.8977805287935883,-2.430630408711653,A2 P,rep8_fold4,74
47	−-1.0048419044628136,0.3267922786384308,17.0,11.0,0.5757575757575758,0.16739435335518407,0.03197093921211378,A2 P,rep8_fold4,69.0,	47	+-1.8051305902416366,0.23804152368089562,20,15,0.74,0.06685069065509465,0.8727404594069615,A2 P,rep9_fold0,71
48	−-0.8948152920274626,0.3053150193792902,18.0,16.0,0.4375,0.07177519092991,1.9194295886590058,A2 P,rep9_fold0,68.0,	48	+-0.3757246402854522,0.12732469543545188,17,15,0.8333333333333333,1.113495514238083,1.372166053309093,A2 P,rep9_fold1,74
49	−-0.4628150248187353,0.17197175642834753,17.0,14.0,0.7857142857142857,0.29137560725846207,0.5228233250402071,A2 P,rep9_fold1,69.0,	49	+-4.412202015041458,0.33128059959805917,19,13,0.4807692307692307,0.005501718920941966,0.7212637111061355,A2 P,rep9_fold2,72
50	−-1.828081464793649,0.37517440578977823,17.0,10.0,0.6714285714285715,0.06718331847372185,0.12452704484749566,A2 P,rep9_fold2,69.0,	50	+-0.7845516402505484,0.2163080861663395,19,14,0.6785714285714286,0.3406191618945111,-0.25173650045933615,A2 P,rep9_fold3,72
51	−-1.4092359068059312,0.2667741807927447,17.0,12.0,0.7250000000000001,0.1020813983843958,0.6896344573276423,A2 P,rep9_fold3,69.0,	51	+-0.49556019222788317,0.17579155636163518,16,13,0.7692307692307693,0.3386867792010114,0.9160913027646852,A2 P,rep9_fold4,75
52	−-0.49362602461400906,0.18006104353710953,17.0,13.0,0.7884615384615384,0.42489374443176425,0.5310737542417381,A2 P,rep9_fold4,69.0,	52	+-0.8273643250878027,0.283736146468886,19,10,0.8500000000000001,0.5042377912091032,-1.6824547549524937,B0 FE only,rep0_fold0,72
53	−-1.6026807909925862,0.3346420941916078,18.0,16.0,0.453125,0.03548353862135764,2.0246799887665627,B0 FE only,rep0_fold0,68.0,	53	+-0.46345130757997927,0.16116300398863073,17,15,0.7666666666666666,0.39152169334579995,1.4767159958320213,B0 FE only,rep0_fold1,74
54	−-0.42166499842004707,0.15083099265515607,17.0,13.0,0.8461538461538461,1.2627571600195981,-1.0645564460917991,B0 FE only,rep0_fold1,69.0,	54	+-2.6919757875374106,0.305476204793641,18,13,0.6846153846153845,0.05441589979704389,0.9046609472070701,B0 FE only,rep0_fold2,73
55	−-1.8847642233389454,0.36721686954510047,17.0,9.0,0.6875,0.08378536457789025,-0.06161431753009383,B0 FE only,rep0_fold2,69.0,	55	+-0.4814009319544882,0.163941139398036,19,16,0.7395833333333334,0.3415988918492129,1.1357505716433007,B0 FE only,rep0_fold3,72
56	−-0.20360669129158154,0.062194646244978787,17.0,15.0,0.9666666666666667,2.0412826847348073,0.9773620520535192,B0 FE only,rep0_fold3,69.0,	56	+-1.1047285101260313,0.1643428375897774,18,16,0.859375,0.18438632942015476,2.440146351283406,B0 FE only,rep0_fold4,73
57	−-4.155410811444089,0.5216355020583806,17.0,12.0,0.3,-0.06783537993444409,1.1851074469981253,B0 FE only,rep0_fold4,69.0,	57	+-0.4831097003171318,0.16372433615137721,18,13,0.823076923076923,1.0401023299220231,-0.7423406264784558,B0 FE only,rep1_fold0,73
58	−-3.235953600345602,0.27368235159932924,18.0,15.0,0.16666666666666666,-2.09274480736517,29.423161512265107,B0 FE only,rep1_fold0,68.0,	58	+-0.546741958684763,0.1920626386694802,19,16,0.7291666666666667,0.2414233490607433,1.0177697409374875,B0 FE only,rep1_fold1,72
59	−-1.280740605149126,0.20945368215516635,17.0,13.0,0.8076923076923077,0.1093191568802817,0.6229670649876213,B0 FE only,rep1_fold1,69.0,	59	+-1.828579692495261,0.24305511922857329,19,14,0.7785714285714285,0.06263218877319304,0.8656993054216076,B0 FE only,rep1_fold2,72
60	−-1.0166645443366125,0.35375847398286225,17.0,10.0,0.6142857142857143,0.16495850525775874,-0.08555539297181841,B0 FE only,rep1_fold2,69.0,	60	+-0.44290566769429357,0.15483116796637433,18,14,0.75,0.5580266946540913,0.32539817636633855,B0 FE only,rep1_fold3,73
61	−-0.543415991356492,0.19095865995016953,17.0,15.0,0.7333333333333334,0.4132406618766648,1.7356813881884818,B0 FE only,rep1_fold3,69.0,	61	+-1.406924916564614,0.2679325037774632,17,13,0.5865384615384616,0.07338719223516775,0.9117435647988417,B0 FE only,rep1_fold4,74
62	−-0.666217632332288,0.20997192518554564,17.0,12.0,0.6666666666666667,0.23623658710147247,0.34673558274257765,B0 FE only,rep1_fold4,69.0,	62	+-1.7203335414897898,0.19462156566813618,19,15,0.8,0.05575366068316997,1.208255644740879,B0 FE only,rep2_fold0,72
63	−-0.6520936763153728,0.22236581594175187,18.0,15.0,0.5333333333333333,0.1321899862294045,1.1523359573654801,B0 FE only,rep2_fold0,68.0,	63	+-1.896448123143252,0.2684352698748984,19,14,0.6714285714285715,0.07743958798777639,0.939451884250909,B0 FE only,rep2_fold1,72
64	−-1.1724501074465778,0.17924152577864572,17.0,13.0,0.8173076923076924,0.12364768640975514,1.200272146595202,B0 FE only,rep2_fold1,69.0,	64	+-0.6290966977947995,0.2252579006781524,19,13,0.6794871794871795,0.2919732494509084,0.120198501207513,B0 FE only,rep2_fold2,72
65	−-1.3220106098042008,0.2528857660234193,17.0,11.0,0.6439393939393939,0.10415536028472372,0.5593609732605493,B0 FE only,rep2_fold2,69.0,	65	+-0.5933271014998681,0.19649984716355312,18,14,0.5892857142857143,0.20648649942216563,0.7454420237891967,B0 FE only,rep2_fold3,73
66	−,,,,,,,B0 FE only,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model	66	+-0.30668693449085727,0.10594486240931628,16,14,0.8928571428571428,0.5303245217550141,0.8358271544599866,B0 FE only,rep2_fold4,75
67	−that was "	67	+-1.9168220436232866,0.2379540151855318,19,17,0.5294117647058824,0.023379754494049287,2.0418460417040762,B0 FE only,rep3_fold0,72
68	−-0.6111407977843727,0.20577262887837874,17.0,12.0,0.7666666666666666,0.3156153254380037,-0.1624428016802421,B0 FE only,rep2_fold4,69.0,	68	+-0.9067894348241822,0.2563961940580195,17,12,0.6833333333333333,0.19118143854385228,0.19012875904026877,B0 FE only,rep3_fold1,74
69	−-0.32987068390445967,0.11530792543444202,18.0,16.0,0.8125,0.7771298975596408,1.2828039606894506,B0 FE only,rep3_fold0,68.0,	69	+-1.9336441196944076,0.27280165187820005,19,13,0.6730769230769231,0.08555214991814884,0.8217610743993742,B0 FE only,rep3_fold2,72
70	−-0.4167716942380925,0.14881871215362125,17.0,15.0,0.7666666666666666,0.6649291944656456,1.4906463903119584,B0 FE only,rep3_fold1,69.0,	70	+-0.4630886835388623,0.16612706656915122,17,14,0.761904761904762,0.28173068993410183,0.8299746868722081,B0 FE only,rep3_fold3,74
71	−-0.7110118819334841,0.24457185260038686,17.0,13.0,0.5384615384615385,0.13750009931365298,0.8822512927806718,B0 FE only,rep3_fold2,69.0,	71	+-1.7015231064438008,0.19111225177575786,19,14,0.6499999999999999,0.048810988870912494,0.699855225746608,B0 FE only,rep3_fold4,72
72	−-2.112263060288217,0.35599318529638485,17.0,10.0,0.7857142857142857,0.11683788869698188,-0.2760119406954518,B0 FE only,rep3_fold3,69.0,	72	+-2.125285794434846,0.29404075822730347,18,12,0.625,0.04711886241709596,0.6849166108082914,B0 FE only,rep4_fold0,73
73	−-1.5255939055870558,0.31772193234213875,17.0,11.0,0.5075757575757576,0.06808902759361703,0.6029067188091551,B0 FE only,rep3_fold4,69.0,	73	+-2.223389952477289,0.37048052438410023,19,13,0.3653846153846154,-0.08573807230566428,1.1014859947466615,B0 FE only,rep4_fold1,72
74	−-2.6945932163224606,0.31171796494099535,18.0,14.0,0.6160714285714286,0.04376652895861787,1.1394894129977593,B0 FE only,rep4_fold0,68.0,	74	+-0.2970032846903737,0.0947187868761715,18,17,0.6470588235294118,0.18626510793455173,2.144269117785163,B0 FE only,rep4_fold2,73
75	−-1.9572360664896251,0.40227581272958385,17.0,14.0,0.35714285714285715,-0.07313976910298584,1.828376362848262,B0 FE only,rep4_fold1,69.0,	75	+-0.3652482608424713,0.12922806523003622,19,16,0.78125,0.3816547025010319,0.6642721202169968,B0 FE only,rep4_fold3,72
76	−-0.5406156760604889,0.19718347338781572,17.0,13.0,0.6730769230769231,0.2964284947755155,0.7234467017334798,B0 FE only,rep4_fold2,69.0,	76	+-2.1894776838883248,0.3195001740965613,17,12,0.6666666666666666,0.05639745172655517,0.6686979473471447,B0 FE only,rep4_fold4,74
77	−-2.058657842032101,0.2606620079577208,17.0,12.0,0.31666666666666665,-0.1552296114471597,1.4819585709327898,B0 FE only,rep4_fold3,69.0,	77	+-1.7100374735138009,0.19091024654747307,19,15,0.825,0.09035023162698144,1.230824699425188,B0 FE only,rep5_fold0,72
78	−-3.628402342242634,0.3683301221980204,17.0,12.0,0.3666666666666667,-0.0624528524915107,1.3064309696942449,B0 FE only,rep4_fold4,69.0,	78	+-0.7850482594957914,0.2604886412282359,17,14,0.7142857142857144,0.1582937292300383,0.8451179053513426,B0 FE only,rep5_fold1,74
79	−-1.344878512637085,0.2596593488939808,18.0,15.0,0.4444444444444444,0.04622129444388659,1.4729222737396432,B0 FE only,rep5_fold0,68.0,	79	+-0.44953986800492884,0.1633528945876023,18,15,0.7555555555555555,0.28332895648833983,0.8861326996385557,B0 FE only,rep5_fold2,73
80	−-0.745915176679459,0.23435224323398882,17.0,12.0,0.6,0.19922945861435562,0.4060956970485787,B0 FE only,rep5_fold1,69.0,	80	+-0.6801625760376762,0.236348179242423,20,12,0.78125,0.9166515336027172,-1.1974481039525595,B0 FE only,rep5_fold3,71
81	−-1.4044035349592963,0.25579013684461477,17.0,11.0,0.7045454545454546,0.09748830312682347,0.4789483856550508,B0 FE only,rep5_fold2,69.0,	81	+-2.2670595958907303,0.30598058511285947,17,14,0.6428571428571429,0.04424119680950027,1.5161683367714869,B0 FE only,rep5_fold4,74
82	−-0.44226956285284796,0.1626339965519944,17.0,14.0,0.8333333333333333,0.5845110693223606,1.0963065613213725,B0 FE only,rep5_fold3,69.0,	82	+-1.753364142263288,0.24592249853758782,21,17,0.6323529411764706,0.07571375330016908,1.4854292893413117,B0 FE only,rep6_fold0,70
83	−-0.4480519425774294,0.14874603904811232,17.0,13.0,0.7884615384615384,0.43666818993313505,0.07359497375484515,B0 FE only,rep5_fold4,69.0,	83	+-0.6397616686371996,0.1961695346613014,18,13,0.7538461538461538,0.24918342237038665,0.26310006791326856,B0 FE only,rep6_fold1,73
84	−-0.3548223907511674,0.11704244717611287,18.0,14.0,0.8928571428571428,2.0407980970114306,-0.7875499390972025,B0 FE only,rep6_fold0,68.0,	84	+-0.31671881699817506,0.10633893314732172,17,15,0.7666666666666666,0.33840199483281475,0.7994934737153772,B0 FE only,rep6_fold2,74
85	−-1.659930067242544,0.31037826384225886,17.0,12.0,0.65,0.049050877882928265,0.72208252814552,B0 FE only,rep6_fold1,69.0,	85	+-1.844180606790349,0.25057459827130113,19,13,0.7307692307692308,0.0811469921416793,0.48765557557259664,B0 FE only,rep6_fold3,72
86	−-0.6902896518354182,0.2700308974113425,17.0,12.0,0.6,0.20921434931207603,0.35360773042774857,B0 FE only,rep6_fold2,69.0,	86	+-0.6187446540690216,0.19942263376502192,16,12,0.6354166666666667,0.2240670858822416,0.576030429591329,B0 FE only,rep6_fold4,75
87	−-0.6242568136801717,0.1880715501310951,17.0,13.0,0.7692307692307693,0.24821088079002757,0.16397011339087533,B0 FE only,rep6_fold3,69.0,	87	+-1.11834678357803,0.16770841695503283,17,16,0.6875,0.0763729880020519,2.5408493807704375,B0 FE only,rep7_fold0,74
88	−-2.7932388320505885,0.30627573874624886,17.0,14.0,0.3571428571428572,-0.08901604946519137,2.156136999010226,B0 FE only,rep6_fold4,69.0,	88	+-0.7009928379664372,0.23175202262290284,19,13,0.6538461538461539,0.22785946683559002,0.41031057643901275,B0 FE only,rep7_fold1,72
89	−-1.1870695197824008,0.20159579637636987,18.0,15.0,0.7333333333333333,0.07518375651056003,1.4929272996793097,B0 FE only,rep7_fold0,68.0,	89	+-0.6384693326001049,0.22316572090042514,19,13,0.8141025641025641,0.5660033496151983,-0.84240704008079,B0 FE only,rep7_fold2,72
90	−-0.48941863906217054,0.15172249459629755,17.0,13.0,0.8173076923076923,0.6840777271578351,-0.7260014216935312,B0 FE only,rep7_fold1,69.0,	90	+-1.8139242018718988,0.2244931751744678,19,14,0.7357142857142857,0.05900423253711905,0.910042955689595,B0 FE only,rep7_fold3,72
91	−-2.0290205037399605,0.2675909309457203,17.0,13.0,0.7115384615384616,0.06249587164310489,0.9381841745071903,B0 FE only,rep7_fold2,69.0,	91	+-0.4430693382943652,0.1538648060809067,17,14,0.738095238095238,0.38289845844139136,0.7602216489785897,B0 FE only,rep7_fold4,74
92	−-1.44711798113927,0.3963231431613551,17.0,12.0,0.4666666666666667,0.04231951369515013,0.72711375216709,B0 FE only,rep7_fold3,69.0,	92	+-0.5069300419386189,0.16967903626261233,17,15,0.8166666666666667,0.46551467386285666,1.6410987385639482,B0 FE only,rep8_fold0,74
93	−-1.3306059323043782,0.2532548724751301,17.0,12.0,0.7250000000000001,0.10389753800311123,0.7683305016421459,B0 FE only,rep7_fold4,69.0,	93	+-0.4595860603912344,0.1664625158831554,20,15,0.7733333333333334,0.6543835124747434,0.083607696304411,B0 FE only,rep8_fold1,71
94	−-2.1772161915701407,0.31323496536994894,18.0,13.0,0.3384615384615385,-0.07776170021754956,1.3777305839165257,B0 FE only,rep8_fold0,68.0,	94	+-1.1562019610852936,0.189061712623701,19,14,0.8071428571428572,0.12897577006699465,0.7655702546370425,B0 FE only,rep8_fold2,72
95	−-1.9932368171605863,0.2525200823383278,17.0,13.0,0.6923076923076923,0.05196143921355266,1.050951322707007,B0 FE only,rep8_fold1,69.0,	95	+-2.8285459252840734,0.3391741148317444,18,14,0.625,0.02322375502548023,1.1950530470143188,B0 FE only,rep8_fold3,73
96	−-0.32817989243166945,0.10768459337927172,17.0,15.0,0.8333333333333333,0.8413451716699052,0.903289333555771,B0 FE only,rep8_fold2,69.0,	96	+-0.47345768934723037,0.16271369067800534,17,12,0.875,1.9105935437645687,-2.4576737524964214,B0 FE only,rep8_fold4,74
97	−-0.5579115294250706,0.20670927809879663,17.0,13.0,0.6346153846153846,0.24489572223482411,0.6011246591088047,B0 FE only,rep8_fold3,69.0,	97	+-1.8066854275869126,0.23872251436817482,20,15,0.74,0.06669700187229467,0.8728340453010849,B0 FE only,rep9_fold0,71
98	−-1.002647705470675,0.3274587221729175,17.0,11.0,0.5606060606060606,0.16833446430630392,0.033042154605333725,B0 FE only,rep8_fold4,69.0,	98	+-0.36723469204504605,0.12278118984811322,17,15,0.8333333333333333,1.1987031158208665,1.3782718721676377,B0 FE only,rep9_fold1,74
99	−-0.8927826139153131,0.30645242240070814,18.0,16.0,0.4375,0.07435712383593462,1.9176813755509314,B0 FE only,rep9_fold0,68.0,	99	+-4.4042343541214075,0.3279251685799145,19,13,0.4807692307692307,0.006007556413967726,0.7163678545735231,B0 FE only,rep9_fold2,72
100	−-0.43606047088703614,0.16114451252587766,17.0,14.0,0.8095238095238095,0.31425824898374727,0.5104334800521553,B0 FE only,rep9_fold1,69.0,	100	+-0.7811489452553636,0.21643740019546384,19,14,0.6928571428571428,0.33856224048183947,-0.23805766592408784,B0 FE only,rep9_fold3,72
101	−-1.7278639207992679,0.34731723760764277,17.0,10.0,0.6857142857142857,0.07279373564979091,0.11995003961147409,B0 FE only,rep9_fold2,69.0,	101	+-0.4906996785766946,0.17327520752948797,16,13,0.7051282051282052,0.3294800055897936,0.8991875713626196,B0 FE only,rep9_fold4,75
102	−-1.372790259144952,0.251103300589292,17.0,12.0,0.7166666666666666,0.10555449714620235,0.6880725547674722,B0 FE only,rep9_fold3,69.0,	102	+-1.02412547778539,0.2976487676484602,19,10,0.8222222222222222,0.35200499303727745,-1.4815656624637525,B1 D only,rep0_fold0,72
103	−-0.3768952073786865,0.1268559298703138,17.0,13.0,0.8653846153846154,2.217285608525232,-0.2540118806681447,B0 FE only,rep9_fold4,69.0,	103	+-0.4624000262656785,0.16036859043237287,17,15,0.7666666666666666,0.398767921023097,1.48216840525018,B1 D only,rep0_fold1,74
104	−-1.6096891859777729,0.3444881607381769,18.0,16.0,0.4375,0.030333020654281187,2.0294410371864005,B1 D only,rep0_fold0,68.0,	104	+-2.719882056158047,0.30930790244171,18,13,0.6846153846153846,0.05286697178379776,0.9037318353152709,B1 D only,rep0_fold2,73
105	−-0.4276015985962247,0.1526013817601827,17.0,13.0,0.8269230769230769,1.141013139059531,-0.8914818347953825,B1 D only,rep0_fold1,69.0,	105	+-0.4852172058862185,0.1676802712915206,19,16,0.71875,0.3607300680001993,1.1622137970105884,B1 D only,rep0_fold3,72
106	−-1.8918074812322336,0.3629808479916706,17.0,9.0,0.6875,0.08428135684725958,-0.0627007295740768,B1 D only,rep0_fold2,69.0,	106	+-1.1051751392478044,0.16448815561953622,18,16,0.859375,0.18440940532367894,2.4405172427749062,B1 D only,rep0_fold4,73
107	−-0.21161581924247566,0.06567960642767169,17.0,15.0,0.9333333333333333,1.71050389099564,0.7430473975531947,B1 D only,rep0_fold3,69.0,	107	+-0.5064541507310624,0.1581250332798284,18,13,0.7923076923076924,0.6238089968479077,-0.2367106845568583,B1 D only,rep1_fold0,73
108	−-4.333896761072428,0.5478677684744071,17.0,12.0,0.3,-0.07570011560466357,1.2369136616550647,B1 D only,rep0_fold4,69.0,	108	+-0.5445497871507229,0.19127343125522603,19,16,0.7291666666666667,0.2423233217836077,1.0163576208639258,B1 D only,rep1_fold1,72
109	−-3.2561949494799185,0.2831179560842563,18.0,15.0,0.16666666666666666,-2.155525980652888,30.29051541190939,B1 D only,rep1_fold0,68.0,	109	+-1.8371878508889448,0.2443532734406971,19,14,0.7857142857142857,0.06104082121303056,0.8650799286595902,B1 D only,rep1_fold2,72
110	−-1.2829771729965602,0.20514863482932857,17.0,13.0,0.8269230769230769,0.1096443975280688,0.6226814083457782,B1 D only,rep1_fold1,69.0,	110	+-0.5422744964464825,0.1848645311242469,18,14,0.5357142857142857,0.23679896142185466,0.5688291173527875,B1 D only,rep1_fold3,73
111	−-1.0422212667322979,0.35695100885877784,17.0,10.0,0.6285714285714286,0.1614294640849755,-0.07768169502832997,B1 D only,rep1_fold2,69.0,	111	+-1.4136183234366284,0.2707094192893505,17,13,0.5865384615384616,0.07221538234930705,0.9137174806448949,B1 D only,rep1_fold4,74
112	−-0.5431457935504378,0.19096450929931347,17.0,15.0,0.7333333333333334,0.40694991560763794,1.734987916697429,B1 D only,rep1_fold3,69.0,	112	+-1.723630363110198,0.19631994677263415,19,15,0.7999999999999999,0.05577141013231048,1.2078504295255252,B1 D only,rep2_fold0,72
113	−-0.686296368187095,0.21491579982941014,17.0,12.0,0.6666666666666667,0.2212497744889512,0.3292482977604029,B1 D only,rep1_fold4,69.0,	113	+-1.9092703321590971,0.27454327579380317,19,14,0.6714285714285715,0.07647428477447735,0.9364270052947082,B1 D only,rep2_fold1,72
114	−-0.6555053118346805,0.22538528194667704,18.0,15.0,0.5333333333333333,0.13294855073287984,1.1511320951667836,B1 D only,rep2_fold0,68.0,	114	+-0.690915374348361,0.24716931506507026,19,13,0.6217948717948718,0.25032033256317576,0.11516183493078753,B1 D only,rep2_fold2,72
115	−-1.1801905248706566,0.18268360120013197,17.0,13.0,0.8173076923076924,0.12237338755740647,1.2012884559827004,B1 D only,rep2_fold1,69.0,	115	+-0.8248155241876098,0.24442920739895646,18,14,0.5,0.11262128911366728,0.8901731640920798,B1 D only,rep2_fold3,73
116	−-1.3149694676297055,0.24965637563528867,17.0,11.0,0.6439393939393939,0.10496653970207931,0.557860249104251,B1 D only,rep2_fold2,69.0,	116	+-0.31157275799287965,0.10912714434840436,16,14,0.8928571428571428,0.5166206537788672,0.8837278005452643,B1 D only,rep2_fold4,75
117	−,,,,,,,B1 D only,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model	117	+-1.9527670672864637,0.23918378493813164,19,17,0.5,0.018609457251429536,2.058507915244835,B1 D only,rep3_fold0,72
118	−that was "	118	+-0.9207990412539985,0.24188679492770285,17,12,0.6833333333333333,0.19410654998779145,0.16552985496754855,B1 D only,rep3_fold1,74
119	−-0.6142838534889478,0.20659422765181112,17.0,12.0,0.7833333333333332,0.3120269538835173,-0.15687384375594204,B1 D only,rep2_fold4,69.0,	119	+-1.958794022932116,0.27997458648120804,19,13,0.6858974358974359,0.08359961390314019,0.8081474745994697,B1 D only,rep3_fold2,72
120	−-0.3538877743929435,0.12584221101368037,18.0,16.0,0.8125,0.6155730326741549,1.3119816840289316,B1 D only,rep3_fold0,68.0,	120	+-0.48499518101634664,0.17593750304498965,17,14,0.7380952380952381,0.25349358499440894,0.8588384456102168,B1 D only,rep3_fold3,74
121	−-0.4544024818598032,0.16432703694219325,17.0,15.0,0.8,0.549088204387999,1.5509521675328624,B1 D only,rep3_fold1,69.0,	121	+-1.72318239928575,0.20004334175768634,19,14,0.6142857142857142,0.04422432575552864,0.7313875396665044,B1 D only,rep3_fold4,72
122	−-0.7137818452860202,0.24608634433346174,17.0,13.0,0.5576923076923077,0.14161272531328004,0.8781030037632047,B1 D only,rep3_fold2,69.0,	122	+-2.1357783690066703,0.299532308520044,18,12,0.625,0.04644901034420771,0.6873186575087453,B1 D only,rep4_fold0,73
123	−-2.170465866133669,0.36296059325074576,17.0,10.0,0.8071428571428573,0.11713112270230312,-0.2979769611721869,B1 D only,rep3_fold3,69.0,	123	+-2.2234957683938807,0.37055705675664763,19,13,0.3653846153846154,-0.08580938841960746,1.1019292633606093,B1 D only,rep4_fold1,72
124	−-1.5713410429648076,0.330082234567258,17.0,11.0,0.5075757575757576,0.06494295446852028,0.6054227658657284,B1 D only,rep3_fold4,69.0,	124	+-0.29515328481636005,0.0943479175379065,18,17,0.6470588235294118,0.18849407511102356,2.1340562876019313,B1 D only,rep4_fold2,73
125	−-2.6850969074299007,0.3086109107148974,18.0,14.0,0.6160714285714286,0.04426913358845757,1.1367568031957755,B1 D only,rep4_fold0,68.0,	125	+-0.3661476039043048,0.12954036534165195,19,16,0.7916666666666666,0.37853133924517296,0.6643253916653915,B1 D only,rep4_fold3,72
126	−-1.949409299272699,0.4106546465593798,17.0,14.0,0.35714285714285715,-0.08543615943450941,1.899441896215269,B1 D only,rep4_fold1,69.0,	126	+-2.1899113377481596,0.3200066896212995,17,12,0.6666666666666666,0.05636543295766758,0.6687895569817319,B1 D only,rep4_fold4,74
127	−-0.5407463668923709,0.1970546215593801,17.0,13.0,0.6730769230769231,0.297875268271316,0.7250201737471363,B1 D only,rep4_fold2,69.0,	127	+-1.707927844174147,0.18964754133612557,19,15,0.8166666666666667,0.09073044742553497,1.2295669506266524,B1 D only,rep5_fold0,72
128	−-2.052245396362949,0.25760714699902354,17.0,12.0,0.36666666666666664,-0.15308469325211121,1.47432862638495,B1 D only,rep4_fold3,69.0,	128	+-0.868025580000283,0.2513564005667008,17,14,0.6904761904761905,0.1424091361232361,0.869097878739087,B1 D only,rep5_fold1,74
129	−-3.6331795135818616,0.3697278145385803,17.0,12.0,0.35833333333333334,-0.062364891327749236,1.305929802117519,B1 D only,rep4_fold4,69.0,	129	+-0.4554248613882598,0.16659454374653196,18,15,0.7333333333333334,0.2770233323472642,0.9033991994098642,B1 D only,rep5_fold2,73
130	−-1.3444742413422481,0.2597410465284632,18.0,15.0,0.4222222222222222,0.046108020104176375,1.4729122172955813,B1 D only,rep5_fold0,68.0,	130	+-0.6741785356174805,0.2360971652539276,20,12,0.734375,0.8822023596447705,-1.1255082020286846,B1 D only,rep5_fold3,71
131	−-0.7678967141892458,0.2400875473594469,17.0,12.0,0.6166666666666666,0.1909330428944416,0.41456620254163196,B1 D only,rep5_fold1,69.0,	131	+-2.2468839080736105,0.3067969161084163,17,14,0.6428571428571429,0.03986913668532279,1.5118742631958328,B1 D only,rep5_fold4,74
132	−-1.4826468179394932,0.26582610064369316,17.0,11.0,0.6893939393939394,0.09317106323761523,0.46619820992416,B1 D only,rep5_fold2,69.0,	132	+-1.7555080883898702,0.24443024410250672,21,17,0.625,0.07463356441095013,1.4791837716466776,B1 D only,rep6_fold0,70
133	−-0.45667700008899026,0.1702311139034813,17.0,14.0,0.8095238095238095,0.5736859122512323,1.157406642343978,B1 D only,rep5_fold3,69.0,	133	+-0.8105623783560427,0.21516815876547318,18,13,0.6923076923076923,0.18992874132185938,0.39650744477107086,B1 D only,rep6_fold1,73
134	−-0.4517454031203605,0.14919400762849738,17.0,13.0,0.7884615384615384,0.43050749680826833,0.06848078442217784,B1 D only,rep5_fold4,69.0,	134	+-0.32116446885798594,0.1081240995801748,17,15,0.8333333333333333,0.3301662267619927,0.8279623940607429,B1 D only,rep6_fold2,74
135	−-0.3916530932663536,0.1332460169265755,18.0,14.0,0.8571428571428571,1.5375114703234523,-0.5849151057706868,B1 D only,rep6_fold0,68.0,	135	+-1.8444685589942136,0.25085032094323384,19,13,0.7307692307692308,0.08109870612228691,0.4873065388327411,B1 D only,rep6_fold3,72
136	−-1.6700178465755509,0.3147305959336139,17.0,12.0,0.65,0.04921322367152849,0.7213920418821271,B1 D only,rep6_fold1,69.0,	136	+-0.6202752907933878,0.19982622409224582,16,12,0.6250000000000001,0.22122101394818736,0.5792546436657997,B1 D only,rep6_fold4,75
137	−-0.7213788242724943,0.2829978713848642,17.0,12.0,0.5833333333333333,0.2007976105602687,0.37195922283389615,B1 D only,rep6_fold2,69.0,	137	+-1.127959602977204,0.17165885184422305,17,16,0.6875,0.07389489548981248,2.542833428385165,B1 D only,rep7_fold0,74
138	−-0.8353351398691091,0.20321208562438742,17.0,13.0,0.8076923076923077,0.18810751720257288,0.3893572598756617,B1 D only,rep6_fold3,69.0,	138	+-0.6761608069046382,0.23267269855547573,19,13,0.6410256410256411,0.22656426528316656,0.33214458754533466,B1 D only,rep7_fold1,72
139	−-2.7959629811376967,0.3082697462974714,17.0,14.0,0.33333333333333337,-0.09351691916789893,2.2015571390925657,B1 D only,rep6_fold4,69.0,	139	+-0.6515017129870284,0.2273109969200799,19,13,0.7948717948717949,0.541483995418063,-0.8234247048422346,B1 D only,rep7_fold2,72
140	−-1.187778517180306,0.2019652809685968,18.0,15.0,0.7333333333333333,0.07463535560666269,1.4942708895618895,B1 D only,rep7_fold0,68.0,	140	+-1.8657885967027366,0.23427927859521278,19,14,0.7142857142857143,0.062192775317717955,0.9009404447756779,B1 D only,rep7_fold3,72
141	−-0.4890861936561741,0.15170370314388312,17.0,13.0,0.8076923076923077,0.6816465774009883,-0.7167398709866981,B1 D only,rep7_fold1,69.0,	141	+-0.4569870707919223,0.1562591959201501,17,14,0.738095238095238,0.34861297091757215,0.8429975736641921,B1 D only,rep7_fold4,74
142	−-2.042232320026171,0.27637846325744914,17.0,13.0,0.673076923076923,0.06144728210834849,0.9392367620894022,B1 D only,rep7_fold2,69.0,	142	+-0.5256166840312854,0.17421947696855802,17,15,0.8333333333333334,0.47472983034323674,1.6942102124141376,B1 D only,rep8_fold0,74
143	−-3.1727720727608966,0.5081821680773623,17.0,12.0,0.36666666666666664,-0.04655522521525051,1.0820544253611788,B1 D only,rep7_fold3,69.0,	143	+-0.4706765222686493,0.17097682016581378,20,15,0.76,0.5997588512144556,0.14151396326771165,B1 D only,rep8_fold1,71
144	−-1.3572459497619709,0.26255374596483033,17.0,12.0,0.6583333333333333,0.10124717625218292,0.780139173968533,B1 D only,rep7_fold4,69.0,	144	+-1.16375084105193,0.1909632426503011,19,14,0.8071428571428572,0.12797543547908827,0.7677009958554596,B1 D only,rep8_fold2,72
145	−-2.2156467862162437,0.3067747230452772,18.0,13.0,0.3384615384615385,-0.07916841186363209,1.3938067286541755,B1 D only,rep8_fold0,68.0,	145	+-2.8484882818490775,0.3389364082522122,18,14,0.6071428571428572,0.02320750342460044,1.194464447459187,B1 D only,rep8_fold3,73
146	−-1.9917385697529297,0.2521074877954606,17.0,13.0,0.673076923076923,0.05198761728564087,1.0501494377111356,B1 D only,rep8_fold1,69.0,	146	+-0.47105844138145975,0.16253097552955262,17,12,0.8583333333333334,1.8714069151965824,-2.2737272344244506,B1 D only,rep8_fold4,74
147	−-0.3274228428776208,0.10736273214442037,17.0,15.0,0.8333333333333333,0.8607810579616503,0.8924112370678038,B1 D only,rep8_fold2,69.0,	147	+-1.812300993490421,0.23823954361671432,20,15,0.74,0.0665777093957974,0.873485691945886,B1 D only,rep9_fold0,71
148	−-0.6097317582728577,0.22885651097167029,17.0,13.0,0.6153846153846154,0.2073515293635476,0.6382598223460462,B1 D only,rep8_fold3,69.0,	148	+-0.37500039809363395,0.1269802001875029,17,15,0.8333333333333333,1.096208893234435,1.3632404074883866,B1 D only,rep9_fold1,74
149	−-1.0060159625076595,0.3272259048154521,17.0,11.0,0.5454545454545454,0.1669757177286934,0.0332023147087971,B1 D only,rep8_fold4,69.0,	149	+-4.388341798522036,0.3218254229741154,19,13,0.4807692307692307,0.007380699717169641,0.702976537324303,B1 D only,rep9_fold2,72
150	−-0.9050730886050931,0.3108757804259483,18.0,16.0,0.4375,0.07636171256884304,1.9181986703872527,B1 D only,rep9_fold0,68.0,	150	+-0.7961934661372913,0.21679283695608617,19,14,0.6785714285714285,0.34302114231680075,-0.2827285443961663,B1 D only,rep9_fold3,72
151	−-0.4724127198630997,0.1750337939426475,17.0,14.0,0.7857142857142857,0.28373984556203635,0.5411861172538079,B1 D only,rep9_fold1,69.0,	151	+-0.4904640093748647,0.17270043798154683,16,13,0.7435897435897436,0.34222319896637177,0.9063484246019068,B1 D only,rep9_fold4,75
152	−-1.9394182246086,0.387025755124138,17.0,10.0,0.6714285714285715,0.06342959624899164,0.12056749706063227,B1 D only,rep9_fold2,69.0,	152	+-0.982517092567262,0.31461826457177294,19,10,0.8222222222222222,0.42526689996517,-1.6671929210795324,B2 K only,rep0_fold0,72
153	−-1.3742195814269544,0.2518246706412165,17.0,12.0,0.7083333333333334,0.1054115895582119,0.6881467552088498,B1 D only,rep9_fold3,69.0,	153	+-0.46347116692778745,0.16120392145129805,17,15,0.7666666666666666,0.3907607604685254,1.4763008096619223,B2 K only,rep0_fold1,74
154	−-0.4242756767549232,0.15048398843721567,17.0,13.0,0.8076923076923077,0.7781716591659432,0.3622207483000847,B1 D only,rep9_fold4,69.0,	154	+-2.6882614445074244,0.30381490026972613,18,13,0.6846153846153845,0.05473005197563339,0.9054810059665428,B2 K only,rep0_fold2,73
155	−-1.5934825153456282,0.3226837354958242,18.0,16.0,0.5625,0.04434671731205827,2.0224651198876247,B2 K only,rep0_fold0,68.0,	155	+-0.4806928189608149,0.1636591969370172,19,16,0.7395833333333334,0.3422086986046643,1.1344883326645416,B2 K only,rep0_fold3,72
156	−-0.4639078678617403,0.16587798628724412,17.0,13.0,0.7884615384615385,0.8100099389454961,-0.5060399372764922,B2 K only,rep0_fold1,69.0,	156	+-1.118979940065036,0.17077550279046694,18,16,0.828125,0.18023521275488769,2.4203620634428007,B2 K only,rep0_fold4,73
157	−-1.907460638626227,0.37158790752085596,17.0,9.0,0.6597222222222223,0.0826538605464319,-0.05467285296482677,B2 K only,rep0_fold2,69.0,	157	+-0.49230060401229436,0.1607618547168001,18,13,0.8076923076923077,0.7155505755629732,-0.2927204034592868,B2 K only,rep1_fold0,73
158	−-0.21215757932108464,0.06583584647692366,17.0,15.0,0.9666666666666667,1.7789873592358534,0.9028744093459021,B2 K only,rep0_fold3,69.0,	158	+-0.5500750646594543,0.1926345480008221,19,16,0.7083333333333334,0.24243147312179356,1.028376925964004,B2 K only,rep1_fold1,72
159	−-4.15193170866549,0.5180310970245148,17.0,12.0,0.3,-0.06762497157670473,1.1842574155053744,B2 K only,rep0_fold4,69.0,	159	+-1.8326318814909002,0.24616707792087555,19,14,0.7714285714285714,0.06263674916700479,0.8656609978901945,B2 K only,rep1_fold2,72
160	−-3.2719760228180563,0.2916027762667932,18.0,15.0,0.16666666666666666,1616732877.7940006,-22335988525.307163,B2 K only,rep1_fold0,68.0,	160	+-0.4441224434893293,0.15534154708869108,18,14,0.75,0.5389233791297549,0.36125342089261897,B2 K only,rep1_fold3,73
161	−-1.314224158245434,0.22036779614057744,17.0,13.0,0.7884615384615385,0.10595872416600809,0.6308826575638489,B2 K only,rep1_fold1,69.0,	161	+-1.3819754969333213,0.25721868523420144,17,13,0.625,0.07676202709994336,0.9085207354766386,B2 K only,rep1_fold4,74
162	−-1.086554554385631,0.36700313870985224,17.0,10.0,0.6285714285714286,0.15202918809766408,-0.04641822555228065,B2 K only,rep1_fold2,69.0,	162	+-1.7247689985948966,0.19654322731078022,19,15,0.8333333333333334,0.05453609842208773,1.2078112297975447,B2 K only,rep2_fold0,72
163	−-0.6047503163804862,0.21805033364599277,17.0,15.0,0.6000000000000001,0.24131543304267583,1.8006683719659662,B2 K only,rep1_fold3,69.0,	163	+-1.9031943052891107,0.2696154912397889,19,14,0.6714285714285715,0.07586725428978051,0.9307990864570465,B2 K only,rep2_fold1,72
164	−-0.7349202316405614,0.2388458309846166,17.0,12.0,0.6333333333333333,0.2032168408001996,0.4000295247710865,B2 K only,rep1_fold4,69.0,	164	+-0.7087004681966583,0.2478880542110354,19,13,0.6217948717948718,0.23542120361850716,0.13591344751243048,B2 K only,rep2_fold2,72
165	−-0.6759843564554707,0.23206670594065137,18.0,15.0,0.5333333333333333,0.12561891100177364,1.169597317090377,B2 K only,rep2_fold0,68.0,	165	+-0.6046302658851707,0.19670656181739232,18,14,0.625,0.20358377858025686,0.749817080792288,B2 K only,rep2_fold3,73
166	−-1.1959197778800394,0.19045565178438076,17.0,13.0,0.8173076923076924,0.11991871058171044,1.1947692181102212,B2 K only,rep2_fold1,69.0,	166	+-0.3072721436440446,0.10560907350175651,16,14,0.8571428571428572,0.5284220939053457,0.8312779073839602,B2 K only,rep2_fold4,75
167	−-1.4193623068234804,0.28876491168088064,17.0,11.0,0.6136363636363635,0.09565086804020259,0.5527343774993612,B2 K only,rep2_fold2,69.0,	167	+-1.9160069298243358,0.23740207210935874,19,17,0.5588235294117647,0.02349627433531047,2.0408129014831498,B2 K only,rep3_fold0,72
168	−,,,,,,,B2 K only,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model	168	+-0.9032615755109198,0.2513939571304731,17,12,0.6666666666666667,0.1917782867314281,0.184538108754667,B2 K only,rep3_fold1,74
169	−that was "	169	+-1.9457027942055454,0.27749627597258586,19,13,0.6730769230769231,0.08499318913498015,0.8203174948328668,B2 K only,rep3_fold2,72
170	−-0.6142069944456687,0.20487097999982895,17.0,12.0,0.7833333333333332,0.3123978462762003,-0.15615403848732573,B2 K only,rep2_fold4,69.0,	170	+-0.4861819136464341,0.17491278489184303,17,14,0.761904761904762,0.2577597720842372,0.8641134193749677,B2 K only,rep3_fold3,74
171	−-0.3420847219033382,0.11980941509164514,18.0,16.0,0.8125,0.7339970750427701,1.3214958973178086,B2 K only,rep3_fold0,68.0,	171	+-1.6963072054914041,0.18883580714033166,19,14,0.6571428571428571,0.050772034208099344,0.6866142996796974,B2 K only,rep3_fold4,72
172	−-0.41969773392983156,0.14897100618229964,17.0,15.0,0.8,0.6632588837726556,1.51559071721576,B2 K only,rep3_fold1,69.0,	172	+-2.143708994734772,0.2966058935252088,18,12,0.611111111111111,0.046554398882960375,0.6853441679099019,B2 K only,rep4_fold0,73
173	−-0.7308444696945573,0.24828908655633455,17.0,13.0,0.5384615384615385,0.13021421114139367,0.8971685499833371,B2 K only,rep3_fold2,69.0,	173	+-2.220337239701469,0.3707056869249352,19,13,0.3653846153846154,-0.08718938451113926,1.1094554639729657,B2 K only,rep4_fold1,72
174	−-2.17129911744673,0.36678374749885895,17.0,10.0,0.7785714285714286,0.11449484837472991,-0.2731750050767141,B2 K only,rep3_fold3,69.0,	174	+-0.32428574830162193,0.10389561764652155,18,17,0.6470588235294118,0.1640010405403814,2.2174189085018567,B2 K only,rep4_fold2,73
175	−-1.5519630813555767,0.32865127755375023,17.0,11.0,0.4621212121212121,0.06533982580838972,0.5995153790328602,B2 K only,rep3_fold4,69.0,	175	+-0.4981535095070111,0.17517076533153053,19,16,0.7291666666666667,0.2243990938700174,0.8701247625496702,B2 K only,rep4_fold3,72
176	−-2.7038610380841024,0.31468081038828455,18.0,14.0,0.6160714285714286,0.0434821938981575,1.1401537750090067,B2 K only,rep4_fold0,68.0,	176	+-2.182467500776529,0.30908689578713977,17,12,0.6666666666666666,0.05803937722171851,0.6648157149786647,B2 K only,rep4_fold4,74
177	−-1.9763844704511802,0.41267284927263775,17.0,14.0,0.30952380952380953,-0.08621928152419898,1.9051388482619278,B2 K only,rep4_fold1,69.0,	177	+-1.716612645954118,0.193691095950023,19,15,0.8333333333333334,0.0896276389954929,1.23228107516563,B2 K only,rep5_fold0,72
178	−-0.553020247145827,0.20132021615624107,17.0,13.0,0.6538461538461539,0.27602033325035485,0.7259850844448359,B2 K only,rep4_fold2,69.0,	178	+-0.812101477961865,0.26069763641653976,17,14,0.6904761904761905,0.15649770560731327,0.8568568450829445,B2 K only,rep5_fold1,74
179	−-2.0656465100498136,0.26410818367085176,17.0,12.0,0.3,-0.15493046224864873,1.4721322544773674,B2 K only,rep4_fold3,69.0,	179	+-0.4516808436821702,0.16410252295928351,18,15,0.7333333333333334,0.2792398419468956,0.8889305950075578,B2 K only,rep5_fold2,73
180	−-3.7720247713652477,0.36217700487120486,17.0,12.0,0.375,-0.060169381004793174,1.298590767533205,B2 K only,rep4_fold4,69.0,	180	+-0.6797773019161865,0.23604411821211846,20,12,0.7864583333333333,1.013732324045712,-1.3881684815841802,B2 K only,rep5_fold3,71
181	−-1.346969842300557,0.2596729753441177,18.0,15.0,0.4222222222222222,0.045894670166386084,1.4732389923659868,B2 K only,rep5_fold0,68.0,	181	+-2.363941336508309,0.31175431279930854,17,14,0.6428571428571429,0.04726345574649733,1.5290093405388478,B2 K only,rep5_fold4,74
182	−-1.1172053649141314,0.325944968947553,17.0,12.0,0.5166666666666666,0.07463727876723746,0.686587630249223,B2 K only,rep5_fold1,69.0,	182	+-1.7527906939672537,0.24579761119963475,21,17,0.625,0.07592211328891023,1.485936278474065,B2 K only,rep6_fold0,70
183	−-1.6085912734771146,0.2870230345802498,17.0,11.0,0.6439393939393939,0.08628652926836171,0.4900206040604975,B2 K only,rep5_fold2,69.0,	183	+-0.6755981716776184,0.21669891762692947,18,13,0.6923076923076923,0.23173514927304747,0.30359722629682934,B2 K only,rep6_fold1,73
184	−-0.4447788535132161,0.16599342664158584,17.0,14.0,0.8095238095238095,0.5213666486070395,1.036861185970761,B2 K only,rep5_fold3,69.0,	184	+-0.3176784228910475,0.10679664424405717,17,15,0.8,0.3358375873746866,0.8007318535712545,B2 K only,rep6_fold2,74
185	−-0.45488768109664407,0.15107995202264513,17.0,13.0,0.8076923076923077,0.4122644942807417,0.1056554963878182,B2 K only,rep5_fold4,69.0,	185	+-1.8764374660631533,0.26804184916462254,19,13,0.7307692307692308,0.07912966867049785,0.4749381921762792,B2 K only,rep6_fold3,72
186	−-0.3586093515118774,0.1189477388296404,18.0,14.0,0.8928571428571428,2.1262591580808907,-0.8530262820821654,B2 K only,rep6_fold0,68.0,	186	+-0.6472678904812232,0.20820129625398742,16,12,0.6041666666666667,0.19607180519338568,0.6299509344370005,B2 K only,rep6_fold4,75
187	−-1.7533840458388232,0.3401735421897731,17.0,12.0,0.6666666666666666,0.04203002698728607,0.7372773011463023,B2 K only,rep6_fold1,69.0,	187	+-1.1407567469233104,0.1775905511546652,17,16,0.6875,0.07473738558755785,2.543619454060974,B2 K only,rep7_fold0,74
188	−-0.6997184493416847,0.2737753293999566,17.0,12.0,0.5833333333333333,0.20722472388423305,0.3590173089068168,B2 K only,rep6_fold2,69.0,	188	+-0.7392526028392701,0.23984175947106312,19,13,0.6666666666666667,0.19816321293753314,0.3751535260581993,B2 K only,rep7_fold1,72
189	−-0.6312554975950571,0.1919686603004976,17.0,13.0,0.75,0.24465939995119385,0.18236328603471177,B2 K only,rep6_fold3,69.0,	189	+-0.6501796768144569,0.22657761182792904,19,13,0.7948717948717948,0.5388711817914564,-0.8133992265114378,B2 K only,rep7_fold2,72
190	−-2.7896703268909064,0.3054364835904974,17.0,14.0,0.3571428571428572,-0.08957177379749144,2.1635138901673274,B2 K only,rep6_fold4,69.0,	190	+-1.9019157190298914,0.2462330437949764,19,14,0.6571428571428571,0.061331699995011875,0.9125563942726839,B2 K only,rep7_fold3,72
191	−-1.1919985053202906,0.2048210556433626,18.0,15.0,0.7333333333333333,0.07177122474179905,1.4922173029246817,B2 K only,rep7_fold0,68.0,	191	+-0.44705688713749536,0.15590817324599632,17,14,0.738095238095238,0.36852584604643696,0.7778397595401472,B2 K only,rep7_fold4,74
192	−-0.5103358379383645,0.16065808137675444,17.0,13.0,0.8076923076923077,0.6261398003128629,-0.6163795487743071,B2 K only,rep7_fold1,69.0,	192	+-0.5250892455102875,0.17377821647930264,17,15,0.8,0.427103088367013,1.643462682528649,B2 K only,rep8_fold0,74
193	−-2.0305399558063044,0.2680739410313455,17.0,13.0,0.7115384615384616,0.062386488364781854,0.9383318303682981,B2 K only,rep7_fold2,69.0,	193	+-0.491915496884708,0.17675848733390503,20,15,0.7333333333333334,0.43193278215715775,0.2738717251522807,B2 K only,rep8_fold1,71
194	−-1.5692143725758811,0.40420583375197433,17.0,12.0,0.4666666666666667,0.03217336758185773,0.7662882274474042,B2 K only,rep7_fold3,69.0,	194	+-1.1540910932795807,0.189366096846433,19,14,0.7928571428571429,0.1288727851232252,0.7642598690622993,B2 K only,rep8_fold2,72
195	−-1.424876314683051,0.28066069072950817,17.0,12.0,0.6583333333333334,0.09605138797177172,0.755561912574186,B2 K only,rep7_fold4,69.0,	195	+-2.8555506073373222,0.33247846887433435,18,14,0.6071428571428571,0.02061841245183942,1.1974122688101165,B2 K only,rep8_fold3,73
196	−-2.237131941317357,0.3336747682967327,18.0,13.0,0.35384615384615387,-0.07938063682372651,1.388531788353829,B2 K only,rep8_fold0,68.0,	196	+-0.4837475320518358,0.16897041044888383,17,12,0.8916666666666666,2.260840940219786,-2.905085500954512,B2 K only,rep8_fold4,74
197	−-2.013276876563426,0.25978716384895373,17.0,13.0,0.6923076923076923,0.05009687686441055,1.0495717753161944,B2 K only,rep8_fold1,69.0,	197	+-1.8345127538263761,0.24469058117639947,20,15,0.74,0.06490817349954112,0.8752390293675424,B2 K only,rep9_fold0,71
198	−-0.3344606037801157,0.11149048553629907,17.0,15.0,0.8333333333333334,0.6275687212597278,1.01510404604287,B2 K only,rep8_fold2,69.0,	198	+-0.36708968942275194,0.12266824446270835,17,15,0.8333333333333333,1.192763296794578,1.377453733660734,B2 K only,rep9_fold1,74
199	−-0.5592593610008724,0.20726750222521126,17.0,13.0,0.6346153846153846,0.2440950686551038,0.6003572521109353,B2 K only,rep8_fold3,69.0,	199	+-4.403621903269891,0.3275831147181157,19,13,0.4807692307692307,0.0060215819754717735,0.7162318918806616,B2 K only,rep9_fold2,72
200	−-1.0017486550723653,0.3271124254924831,17.0,11.0,0.5757575757575758,0.16868990378768775,0.03226969813344554,B2 K only,rep8_fold4,69.0,	200	+-0.7878808802162652,0.21677763437796196,19,14,0.6928571428571428,0.3390488096312941,-0.252919622356725,B2 K only,rep9_fold3,72
201	−-0.9911388095693773,0.3221700440708026,18.0,16.0,0.4375,0.06313704213857917,1.9372783233114657,B2 K only,rep9_fold0,68.0,	201	+-0.4940029802505008,0.1753607216946598,16,13,0.6923076923076924,0.3250798123377453,0.9041241328763366,B2 K only,rep9_fold4,75
202	−-0.4370049303110398,0.1613787390534649,17.0,14.0,0.8095238095238095,0.31309650926588345,0.5143010309377695,B2 K only,rep9_fold1,69.0,	202	+-0.9702109455201867,0.3100189187855433,19,10,0.8222222222222222,0.4139535947248651,-1.618386782711342,B3 complexity,rep0_fold0,72
203	−-1.7244469082354708,0.33913973349740384,17.0,10.0,0.7142857142857142,0.07435608923039923,0.11323059521157534,B2 K only,rep9_fold2,69.0,	203	+-0.47478036641458393,0.1708749441515185,17,15,0.7333333333333334,0.29069376542601894,1.4378832709064293,B3 complexity,rep0_fold1,74
204	−-1.4299021570236565,0.27156617659999793,17.0,12.0,0.675,0.10012159674756925,0.6904420215256678,B2 K only,rep9_fold3,69.0,	204	+-2.6938660959097627,0.30723754493683103,18,13,0.7,0.0541177729866465,0.9042831505359996,B3 complexity,rep0_fold2,73
205	−-0.39780692580126065,0.13849469606515852,17.0,13.0,0.8269230769230769,1.2756523315979917,0.0664100927201049,B2 K only,rep9_fold4,69.0,	205	+-0.4846982636997637,0.16580721433798004,19,16,0.7395833333333334,0.3422063507145797,1.140458171796946,B3 complexity,rep0_fold3,72
206	−-1.6623863531360115,0.3522731080926239,18.0,16.0,0.4375,0.021940359221632788,2.038791580657012,B3 complexity,rep0_fold0,68.0,	206	+-1.1179085220958587,0.16992208140527865,18,16,0.828125,0.17777204771729652,2.4050788220802524,B3 complexity,rep0_fold4,73
207	−-0.42198953236922543,0.15095343312997833,17.0,13.0,0.8461538461538461,1.2654867259690037,-1.067506947956652,B3 complexity,rep0_fold1,69.0,	207	+-0.48870039993496917,0.17134048365455395,18,13,0.8076923076923077,1.3404934132911739,-1.176788627776806,B3 complexity,rep1_fold0,73
208	−-1.8896928183637802,0.36767668317962654,17.0,9.0,0.6875,0.08378514254312108,-0.05953345367326189,B3 complexity,rep0_fold2,69.0,	208	+-0.5550957528195999,0.19493352672905795,19,16,0.6875,0.23773616142868537,1.0316745661726276,B3 complexity,rep1_fold1,72
209	−-0.20615936482737607,0.06344068908732974,17.0,15.0,0.9666666666666667,1.8021970252865134,0.877492548308532,B3 complexity,rep0_fold3,69.0,	209	+-1.8360021157696735,0.24391470432758675,19,14,0.7571428571428571,0.06156815328812635,0.8663030089615331,B3 complexity,rep1_fold2,72
210	−-4.17901413231566,0.5392389986291803,17.0,12.0,0.3,-0.06840593349121644,1.1855992080828421,B3 complexity,rep0_fold4,69.0,	210	+-0.4403628392192362,0.15391771248796243,18,14,0.75,0.5828290728321409,0.35340426632924055,B3 complexity,rep1_fold3,73
211	−-3.266929699290471,0.287784041249131,18.0,15.0,0.16666666666666666,-2.4208112009156144,33.95556590797302,B3 complexity,rep1_fold0,68.0,	211	+-1.4095975162790497,0.268974267145632,17,13,0.5865384615384616,0.07309112988387953,0.911855663158235,B3 complexity,rep1_fold4,74
212	−-1.2906830584867575,0.21317086335410607,17.0,13.0,0.8076923076923077,0.10832086712332949,0.6248021799863134,B3 complexity,rep1_fold1,69.0,	212	+-1.716913856673928,0.1929196014776529,19,15,0.8166666666666667,0.056534258899309374,1.2082354518605225,B3 complexity,rep2_fold0,72
213	−-1.069044920315147,0.36298080306736463,17.0,10.0,0.6142857142857143,0.15586963925992575,-0.06184561351985014,B3 complexity,rep1_fold2,69.0,	213	+-1.897808945288567,0.2687709251953445,19,14,0.6714285714285715,0.07718561118939027,0.9382012344306028,B3 complexity,rep2_fold1,72
214	−-0.585643465657826,0.20896094187597244,17.0,15.0,0.6333333333333333,0.25757483583285434,1.7796770077265271,B3 complexity,rep1_fold3,69.0,	214	+-0.7707683055137992,0.26095385364499135,19,13,0.5448717948717948,0.2105553981517956,0.14100712283837014,B3 complexity,rep2_fold2,72
215	−-0.7373972344580513,0.237903256205883,17.0,12.0,0.6666666666666667,0.20561282178090545,0.40747565196926055,B3 complexity,rep1_fold4,69.0,	215	+-0.6293347713392091,0.20595531806530332,18,14,0.6071428571428572,0.1893903467531693,0.774229798312186,B3 complexity,rep2_fold3,73
216	−-0.6508670366687029,0.22165334003527487,18.0,15.0,0.5333333333333333,0.13222576410054113,1.152810507673719,B3 complexity,rep2_fold0,68.0,	216	+-0.3070663608635853,0.10603860347014632,16,14,0.8928571428571428,0.5232471999594611,0.8279677322503504,B3 complexity,rep2_fold4,75
217	−-1.2434596524360828,0.20830048039791468,17.0,13.0,0.701923076923077,0.11333504582237769,1.1903422775474586,B3 complexity,rep2_fold1,69.0,	217	+-1.9114793397114394,0.23831004241846215,19,17,0.5294117647058824,0.024505650686585674,2.038180093731483,B3 complexity,rep3_fold0,72
218	−-1.519850403877876,0.3219700864051424,17.0,11.0,0.5833333333333333,0.0865660215857349,0.5373970128860566,B3 complexity,rep2_fold2,69.0,	218	+-0.9045375562310555,0.2579282640181178,17,12,0.6833333333333333,0.19081996912332239,0.19547300009134116,B3 complexity,rep3_fold1,74
219	−,,,,,,,B3 complexity,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model	219	+-1.9661859129236625,0.2852391197379209,19,13,0.6730769230769231,0.08437555539110472,0.8192097103452903,B3 complexity,rep3_fold2,72
220	−that was "	220	+-0.47945441437152675,0.17220155794968672,17,14,0.761904761904762,0.25933213174714226,0.8630596903597753,B3 complexity,rep3_fold3,74
221	−-0.6100514064777508,0.2058870719780637,17.0,12.0,0.7666666666666666,0.3172906333299963,-0.16847313359042732,B3 complexity,rep2_fold4,69.0,	221	+-1.6846731089116842,0.18312646247592823,19,14,0.6428571428571428,0.05574842745953301,0.6526570644120678,B3 complexity,rep3_fold4,72
222	−-0.3500091967433139,0.12233535360165886,18.0,16.0,0.8125,0.724644386358059,1.3666419827860352,B3 complexity,rep3_fold0,68.0,	222	+-2.126211458202779,0.2942903703446038,18,12,0.625,0.04705723654198941,0.6849091621612408,B3 complexity,rep4_fold0,73
223	−-0.4183303591544481,0.14943210419745573,17.0,15.0,0.7666666666666666,0.6673588897679142,1.4994421087602658,B3 complexity,rep3_fold1,69.0,	223	+-2.2251098169461216,0.3708420585288463,19,13,0.3653846153846154,-0.08508893415840048,1.0983224572055772,B3 complexity,rep4_fold1,72
224	−-0.7109539858860738,0.24456051201918516,17.0,13.0,0.5384615384615385,0.13751617049589768,0.8821746871359508,B3 complexity,rep3_fold2,69.0,	224	+-0.30262507150698215,0.09670739029354887,18,17,0.6470588235294118,0.1807908164201131,2.158597207456063,B3 complexity,rep4_fold2,73
225	−-2.1738588074604803,0.3704615603740117,17.0,10.0,0.7785714285714286,0.11450039232940686,-0.27392900966293654,B3 complexity,rep3_fold3,69.0,	225	+-0.4875531158458408,0.1691013083980976,19,16,0.7083333333333334,0.23269802279131244,0.7741053637922221,B3 complexity,rep4_fold3,72
226	−-1.5257417437121263,0.31851437377741626,17.0,11.0,0.4924242424242424,0.06785011653332386,0.6020470560865747,B3 complexity,rep3_fold4,69.0,	226	+-2.1963707494611127,0.3191332195023964,17,12,0.65,0.056350796535599025,0.6682775423211953,B3 complexity,rep4_fold4,74
227	−-2.7228008166383217,0.31749959472003114,18.0,14.0,0.6160714285714286,0.043150730046661694,1.140746316052659,B3 complexity,rep4_fold0,68.0,	227	+-1.7429263602193117,0.204218502784309,19,15,0.8166666666666667,0.08714417473423369,1.2275239966237375,B3 complexity,rep5_fold0,72
228	−-1.9671115415933054,0.4045371314559333,17.0,14.0,0.35714285714285715,-0.07635720496410063,1.8470244531191875,B3 complexity,rep4_fold1,69.0,	228	+-0.7707819781235073,0.26142881014693514,17,14,0.6904761904761905,0.15929764959217205,0.8387620926672968,B3 complexity,rep5_fold1,74
229	−-0.5414754717104303,0.19749807926221222,17.0,13.0,0.6730769230769231,0.2954804209261823,0.724740388728852,B3 complexity,rep4_fold2,69.0,	229	+-0.4553822731329066,0.164977271119217,18,15,0.7555555555555555,0.2695586701750411,0.8790972759639915,B3 complexity,rep5_fold2,73
230	−-2.0550358596469804,0.2591733768160422,17.0,12.0,0.36666666666666664,-0.15485723006292204,1.4838236598382475,B3 complexity,rep4_fold3,69.0,	230	+-0.7193397062196749,0.25209912082845926,20,12,0.7135416666666667,0.5223925196449261,-0.6047513659816183,B3 complexity,rep5_fold3,71
231	−-3.6706695088665686,0.3682175652039673,17.0,12.0,0.4083333333333333,-0.058567264579567624,1.281391742325441,B3 complexity,rep4_fold4,69.0,	231	+-2.2732129646074632,0.3065652422014734,17,14,0.6428571428571429,0.04429789072676304,1.5167584232006948,B3 complexity,rep5_fold4,74
232	−-1.344172765092404,0.2590664382030699,18.0,15.0,0.4444444444444444,0.04624383695110885,1.4726728499449642,B3 complexity,rep5_fold0,68.0,	232	+-1.757591203683443,0.24612471909998465,21,17,0.5808823529411764,0.07347014667834592,1.4783468022955681,B3 complexity,rep6_fold0,70
233	−-1.093488011798261,0.34020666508357716,17.0,12.0,0.5333333333333333,0.07958854796561603,0.6776636230381883,B3 complexity,rep5_fold1,69.0,	233	+-0.6576529562071837,0.20892712229696883,18,13,0.7230769230769232,0.24201615688107483,0.28777157015917415,B3 complexity,rep6_fold1,73
234	−-1.5814985071599803,0.2720680013988147,17.0,11.0,0.6590909090909091,0.0883764148489301,0.4766002229426724,B3 complexity,rep5_fold2,69.0,	234	+-0.342914299164028,0.1161146623896512,17,15,0.7666666666666666,0.287556770895466,0.8454083250689488,B3 complexity,rep6_fold2,74
235	−-0.4450242055152936,0.16424073593833685,17.0,14.0,0.8333333333333333,0.5626278292968147,1.08016422487659,B3 complexity,rep5_fold3,69.0,	235	+-1.8802941215840356,0.26793680259678326,19,13,0.7307692307692308,0.07867792960698468,0.4817211407586775,B3 complexity,rep6_fold3,72
236	−-0.4464891268801923,0.14771969000969196,17.0,13.0,0.826923076923077,0.4460128728716926,0.05719587725368683,B3 complexity,rep5_fold4,69.0,	236	+-0.6184352341357149,0.19939860398511705,16,12,0.6250000000000001,0.22601458396535234,0.563803463244691,B3 complexity,rep6_fold4,75
237	−-0.35431733396107606,0.11681235231930247,18.0,14.0,0.8928571428571428,2.034640330898736,-0.777307542844579,B3 complexity,rep6_fold0,68.0,	237	+-1.1859460379413653,0.19350374036055093,17,16,0.6875,0.06996794811866588,2.550002302689928,B3 complexity,rep7_fold0,74
238	−-1.7023497147277356,0.32871324971082533,17.0,12.0,0.6666666666666666,0.043663410272501126,0.7354477449178413,B3 complexity,rep6_fold1,69.0,	238	+-0.7019404477013357,0.23378832808802089,19,13,0.6410256410256411,0.2170235118497585,0.3666667192191839,B3 complexity,rep7_fold1,72
239	−-0.7249805005990636,0.2838101932261862,17.0,12.0,0.6166666666666667,0.20200284166290908,0.357630014863664,B3 complexity,rep6_fold2,69.0,	239	+-0.6769184820230384,0.23306982036440171,19,13,0.8076923076923077,0.5045252075995172,-0.80194017624808,B3 complexity,rep7_fold2,72
240	−-0.6341444468872258,0.19467924963933375,17.0,13.0,0.75,0.24443677392034852,0.1876062168261502,B3 complexity,rep6_fold3,69.0,	240	+-1.8131876120930972,0.22431056091485618,19,14,0.7285714285714285,0.05893017686355127,0.910075436312388,B3 complexity,rep7_fold3,72
241	−-2.7879548829170595,0.30484805395946446,17.0,14.0,0.3571428571428572,-0.0910908186632036,2.184438916603783,B3 complexity,rep6_fold4,69.0,	241	+-0.44106551657180115,0.1537532928296359,17,14,0.738095238095238,0.3873017802354043,0.7545862914558051,B3 complexity,rep7_fold4,74
242	−-1.194680391282755,0.2052352526716089,18.0,15.0,0.7333333333333333,0.07240690291822693,1.4944054279148282,B3 complexity,rep7_fold0,68.0,	242	+-0.5250536219584909,0.17392324603767262,17,15,0.8,0.4338983329708358,1.651555303751836,B3 complexity,rep8_fold0,74
243	−-0.5047641331436848,0.15918304668814406,17.0,13.0,0.8076923076923077,0.6536566726082946,-0.6802052814211619,B3 complexity,rep7_fold1,69.0,	243	+-0.5272983500244938,0.18515713439421383,20,15,0.6933333333333334,0.3399387763585684,0.35856244262137305,B3 complexity,rep8_fold1,71
244	−-2.0243397640616263,0.26550154626169686,17.0,13.0,0.7115384615384616,0.06262599938208606,0.9368974021087303,B3 complexity,rep7_fold2,69.0,	244	+-1.147085694028217,0.18646663454226464,19,14,0.8214285714285714,0.12894585163027458,0.7613230081818394,B3 complexity,rep8_fold2,72
245	−-1.4775518892035593,0.3973541422375039,17.0,12.0,0.4666666666666667,0.04051143749161833,0.7352350381835829,B3 complexity,rep7_fold3,69.0,	245	+-2.828577048602236,0.3398601182761402,18,14,0.6428571428571429,0.02362357889484266,1.1949329593393863,B3 complexity,rep8_fold3,73
246	−-1.6902122026210993,0.32264374438523646,17.0,12.0,0.575,0.07738194577965096,0.7534930550797098,B3 complexity,rep7_fold4,69.0,	246	+-0.4929726393010849,0.17248064349986966,17,12,0.8916666666666666,2.2399602766177047,-2.9466305739387626,B3 complexity,rep8_fold4,74
247	−-2.2894104461648257,0.35479492443186617,18.0,13.0,0.3230769230769231,-0.08131298074907586,1.397442025001191,B3 complexity,rep8_fold0,68.0,	247	+-2.0013233916364013,0.2745868156847883,20,15,0.6866666666666666,0.05617259594524111,0.8885767331963849,B3 complexity,rep9_fold0,71
248	−-2.031076139325679,0.26657469053678934,17.0,13.0,0.653846153846154,0.04927528920076973,1.0515734350994792,B3 complexity,rep8_fold1,69.0,	248	+-0.36664889741362117,0.12251042279728136,17,15,0.8333333333333333,1.2179401941213226,1.3832158613167942,B3 complexity,rep9_fold1,74
249	−-0.3399549192385036,0.11317660370530899,17.0,15.0,0.8,0.615401996914667,1.0570635856283874,B3 complexity,rep8_fold2,69.0,	249	+-4.3883413981111445,0.3210911202700702,19,13,0.4807692307692307,0.007019892758608828,0.7065105912556326,B3 complexity,rep9_fold2,72
250	−-0.5776323588031679,0.21162442252636313,17.0,13.0,0.6346153846153847,0.23375411540553556,0.6015026660892575,B3 complexity,rep8_fold3,69.0,	250	+-0.7967639264390058,0.21726795331703086,19,14,0.6785714285714285,0.34679977477394813,-0.30113513801013075,B3 complexity,rep9_fold3,72
251	−-1.0136059839985123,0.32954649925377544,17.0,11.0,0.5757575757575757,0.1662040598193038,0.03273684857773984,B3 complexity,rep8_fold4,69.0,	251	+-0.511377184397053,0.18633923440577793,16,13,0.7179487179487181,0.28382507817645963,0.8992534200887122,B3 complexity,rep9_fold4,75
252	−-0.9954404502830219,0.3259182490321211,18.0,16.0,0.4375,0.06754402182755086,1.9366956836292493,B3 complexity,rep9_fold0,68.0,	252	+-0.8763134454999936,0.3058733016972099,19,10,0.8388888888888889,0.5352878568115575,-1.79375894950663,B4 persistence,rep0_fold0,72
253	−-0.4561341884365174,0.16757866993952678,17.0,14.0,0.7857142857142858,0.2958320782178414,0.5544858240574173,B3 complexity,rep9_fold1,69.0,	253	+-0.450833230871182,0.158098217322896,17,15,0.8,0.4307810936141814,1.473031836931799,B4 persistence,rep0_fold1,74
254	−-1.7401908142231886,0.3470325674338248,17.0,10.0,0.7,0.07250743438220877,0.11883160839843362,B3 complexity,rep9_fold2,69.0,	254	+-2.7156780215564726,0.3101067438608451,18,13,0.7,0.05324383868193008,0.9012863057778054,B4 persistence,rep0_fold2,73
255	−-1.413575610470239,0.26321851419175996,17.0,12.0,0.7083333333333334,0.10192530099350047,0.6858515172470834,B3 complexity,rep9_fold3,69.0,	255	+-0.488408193748448,0.16479337149841955,19,16,0.7291666666666667,0.30865564494897024,1.1363987324381275,B4 persistence,rep0_fold3,72
256	−-0.42447914768610545,0.15118650429476616,17.0,13.0,0.8076923076923077,0.8578662124865621,0.20159834871843324,B3 complexity,rep9_fold4,69.0,	256	+-1.1054790254996165,0.16403246367787255,18,16,0.859375,0.18659858638627744,2.4530715579428626,B4 persistence,rep0_fold4,73
257	−-1.6331629471306073,0.34401795883076186,18.0,16.0,0.453125,0.030965850222504313,2.0298225581604736,B4 persistence,rep0_fold0,68.0,	257	+-0.5082089059476481,0.1731964702263704,18,13,0.8,0.7885767255535405,-0.48158362681224315,B4 persistence,rep1_fold0,73
258	−-0.42560641071013483,0.15213981841948132,17.0,13.0,0.8461538461538461,1.1481704674427302,-0.8424352781618364,B4 persistence,rep0_fold1,69.0,	258	+-0.5579666495126548,0.190049105750952,19,16,0.75,0.24187436539902155,1.025559262095793,B4 persistence,rep1_fold1,72
259	−-1.8327753591733653,0.3528140033244082,17.0,9.0,0.6875,0.08510500696070941,-0.0692845986277328,B4 persistence,rep0_fold2,69.0,	259	+-1.8328300873350205,0.24405426387691248,19,14,0.75,0.0626085711206653,0.8641761530135877,B4 persistence,rep1_fold2,72
260	−-0.20275062868214125,0.06195095041279391,17.0,15.0,0.9666666666666667,2.0695317947790786,0.9897450189957241,B4 persistence,rep0_fold3,69.0,	260	+-0.5660510677061403,0.204953799030689,18,14,0.5892857142857143,0.21644247794730917,0.6381342471599927,B4 persistence,rep1_fold3,73
261	−-4.155910380196626,0.5210891652970988,17.0,12.0,0.3,-0.06760123878724088,1.1832140731778744,B4 persistence,rep0_fold4,69.0,	261	+-1.4072659622574821,0.26762669707503917,17,13,0.5865384615384616,0.07340988576532026,0.9116314978436331,B4 persistence,rep1_fold4,74
262	−-3.251902768368581,0.2821617486566257,18.0,15.0,0.16666666666666666,-2.5845678432203005,36.21794736234458,B4 persistence,rep1_fold0,68.0,	262	+-2.0121157835531314,0.2990859782360465,19,15,0.6666666666666666,0.03897627744896344,1.2256127199320697,B4 persistence,rep2_fold0,72
263	−-1.3002645931673988,0.21130099141712338,17.0,13.0,0.8076923076923077,0.10764568275828108,0.6264520429941112,B4 persistence,rep1_fold1,69.0,	263	+-1.8969821396413193,0.26832466389428805,19,14,0.6714285714285715,0.07736471995095673,0.9389330824840567,B4 persistence,rep2_fold1,72
264	−-1.0295504711214936,0.3586313166792267,17.0,10.0,0.6285714285714286,0.16539694426896392,-0.09414556080552884,B4 persistence,rep1_fold2,69.0,	264	+-0.6648444913372273,0.23768186917282663,19,13,0.6474358974358975,0.25151729958285873,0.15886101029787855,B4 persistence,rep2_fold2,72
265	−-0.5827640122746469,0.2034393943446655,17.0,15.0,0.7666666666666666,0.4185789627654633,1.8001204454880537,B4 persistence,rep1_fold3,69.0,	265	+-0.6039108418994033,0.2005199092566387,18,14,0.5535714285714285,0.1990384945621518,0.7529642050241665,B4 persistence,rep2_fold3,73
266	−-0.6708278934974728,0.21292622675907863,17.0,12.0,0.6666666666666666,0.23307838003153458,0.34194591909019034,B4 persistence,rep1_fold4,69.0,	266	+-0.309778427411298,0.10717897188481401,16,14,0.8928571428571428,0.5182542118659706,0.8451769313016403,B4 persistence,rep2_fold4,75
267	−-0.6500464122477321,0.22146558188508816,18.0,15.0,0.5333333333333333,0.13353527267290685,1.1496198555056387,B4 persistence,rep2_fold0,68.0,	267	+-2.013444464527194,0.25865128879518323,19,17,0.5,0.015331393093584895,2.0738965472375646,B4 persistence,rep3_fold0,72
268	−-1.2456607015396488,0.21053896990909532,17.0,13.0,0.7596153846153847,0.11349555452858165,1.1952075285259116,B4 persistence,rep2_fold1,69.0,	268	+-0.9130019775474021,0.25784990099969707,17,12,0.6833333333333333,0.1900634694957023,0.19031610127842774,B4 persistence,rep3_fold1,74
269	−-1.671165181215381,0.3473966842641013,17.0,11.0,0.6136363636363636,0.08046218634438244,0.5220932733809773,B4 persistence,rep2_fold2,69.0,	269	+-1.959646709525861,0.281167973985866,19,13,0.653846153846154,0.08406570142646182,0.8160441232696884,B4 persistence,rep3_fold2,72
270	−,,,,,,,B4 persistence,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model	270	+-0.474532677775125,0.16863239062145194,17,14,0.7380952380952381,0.267522340694151,0.8412901934025537,B4 persistence,rep3_fold3,74
271	−that was "	271	+-1.7095894165016858,0.19636541610324845,19,14,0.6499999999999999,0.04941601469767699,0.6932138222580092,B4 persistence,rep3_fold4,72
272	−-0.6091818816901347,0.20423870224156349,17.0,12.0,0.7666666666666666,0.3221928631597292,-0.18411565404625715,B4 persistence,rep2_fold4,69.0,	272	+-2.1481901748520973,0.2958072396586193,18,12,0.6111111111111112,0.04561695268802829,0.681795393959867,B4 persistence,rep4_fold0,73
273	−-0.3285805863882706,0.1146486551654658,18.0,16.0,0.8125,0.7839466420955237,1.283525339804927,B4 persistence,rep3_fold0,68.0,	273	+-2.2777031721447965,0.3766940453429162,19,13,0.33333333333333337,-0.08822603297330545,1.1076994461018699,B4 persistence,rep4_fold1,72
274	−-0.4578331419411633,0.16706285522859346,17.0,15.0,0.7666666666666666,0.4347777404445083,1.4834683796613632,B4 persistence,rep3_fold1,69.0,	274	+-0.3442036684828718,0.11281448461584717,18,17,0.6470588235294118,0.15306360821898038,2.228525553427159,B4 persistence,rep4_fold2,73
275	−-0.8095243115549169,0.2566659662568611,17.0,13.0,0.5576923076923077,0.11094330795655567,0.9165132778142879,B4 persistence,rep3_fold2,69.0,	275	+-0.37692568230935497,0.1346446105218644,19,16,0.7395833333333334,0.34606989227200136,0.6881508016868787,B4 persistence,rep4_fold3,72
276	−-2.55732315128427,0.39526113421090925,17.0,10.0,0.7571428571428571,0.09430827258770977,-0.19259755646557408,B4 persistence,rep3_fold3,69.0,	276	+-2.343565925414694,0.3433524054784886,17,12,0.6500000000000001,0.0523927965164778,0.6846779164456812,B4 persistence,rep4_fold4,74
277	−-1.733640311921123,0.39736598821756397,17.0,11.0,0.4469696969696969,0.0533793256996274,0.6062337628311731,B4 persistence,rep3_fold4,69.0,	277	+-1.7439078393610923,0.20572905510613967,19,15,0.7916666666666666,0.08749067637874104,1.2237248508742746,B4 persistence,rep5_fold0,72
278	−-2.799459735781272,0.33941559525663856,18.0,14.0,0.5803571428571428,0.04060222617628451,1.149239572191806,B4 persistence,rep4_fold0,68.0,	278	+-0.8396466260909495,0.2651139822076843,17,14,0.7142857142857144,0.1512188895573389,0.8649009860368932,B4 persistence,rep5_fold1,74
279	−-2.555097728330663,0.45432303281567543,17.0,14.0,0.2857142857142857,-0.10601669608203995,1.996341044195196,B4 persistence,rep4_fold1,69.0,	279	+-0.5668383297057908,0.21053827497333485,18,15,0.6444444444444444,0.1926023722943364,1.0164118166293101,B4 persistence,rep5_fold2,73
280	−-0.5401131777779791,0.1968273870968119,17.0,13.0,0.6730769230769231,0.2976656793945857,0.7233346703667732,B4 persistence,rep4_fold2,69.0,	280	+-0.6778099775839949,0.23419939310448665,20,12,0.7864583333333334,0.922938159232468,-1.1997715020729445,B4 persistence,rep5_fold3,71
281	−-2.0763662720187828,0.26802064938340775,17.0,12.0,0.3,-0.15746091226487308,1.486816511420635,B4 persistence,rep4_fold3,69.0,	281	+-2.282763004566433,0.3063263290827053,17,14,0.6428571428571429,0.04602911512308254,1.5200412858221026,B4 persistence,rep5_fold4,74
282	−-3.628502389667755,0.36865696689246996,17.0,12.0,0.3666666666666667,-0.06198962039529773,1.303063775802675,B4 persistence,rep4_fold4,69.0,	282	+-1.9994662550430822,0.3169123661089727,21,17,0.4779411764705882,0.054229071943471666,1.4544161913803975,B4 persistence,rep6_fold0,70
283	−-1.407605209751093,0.2740347409648593,18.0,15.0,0.4666666666666667,0.04117368352559595,1.4849793105965086,B4 persistence,rep5_fold0,68.0,	283	+-0.6650064058501185,0.20613197133280073,18,13,0.7538461538461538,0.24088060939090086,0.27629165252360516,B4 persistence,rep6_fold1,73
284	−-0.8533737684397269,0.2698509728858546,17.0,12.0,0.5333333333333333,0.12373997628832818,0.6091324170951249,B4 persistence,rep5_fold1,69.0,	284	+-0.31278967379687084,0.10278248960338433,17,15,0.8,0.3465062791988196,0.7995206442076274,B4 persistence,rep6_fold2,74
285	−-1.4183439778724694,0.2626450592751908,17.0,11.0,0.7045454545454546,0.09678327257181046,0.4784049852806724,B4 persistence,rep5_fold2,69.0,	285	+-1.884447592138241,0.2646635599769464,19,13,0.7435897435897435,0.07920645796005686,0.4860401855815139,B4 persistence,rep6_fold3,72
286	−-0.5128776142792139,0.1855543270125779,17.0,14.0,0.7857142857142858,0.37114697210789777,1.0314234110589908,B4 persistence,rep5_fold3,69.0,	286	+-0.6495650632090405,0.19913872548462336,16,12,0.6354166666666666,0.1968008373936891,0.637512084147111,B4 persistence,rep6_fold4,75
287	−-0.48377424222671955,0.1542981595386225,17.0,13.0,0.7884615384615384,0.3613762967963269,0.12799651649205132,B4 persistence,rep5_fold4,69.0,	287	+-1.1187710371918231,0.1678969215587562,17,16,0.6875,0.07637092686127109,2.540899297620141,B4 persistence,rep7_fold0,74
288	−-0.40500176550397404,0.1387414673451678,18.0,14.0,0.8035714285714286,1.2276720572249458,-0.13009110897027332,B4 persistence,rep6_fold0,68.0,	288	+-0.7298085000520856,0.23151282659957298,19,13,0.6794871794871795,0.19852459451346316,0.3909875173682547,B4 persistence,rep7_fold1,72
289	−-1.6664343202894938,0.31076785165843857,17.0,12.0,0.65,0.048479390173132464,0.7210105384704978,B4 persistence,rep6_fold1,69.0,	289	+-0.6517278122610987,0.2272041249691406,19,13,0.782051282051282,0.5228103141029855,-0.7843276865099452,B4 persistence,rep7_fold2,72
290	−-0.6879947331088132,0.26857112809356776,17.0,12.0,0.5833333333333334,0.21000455154835707,0.35975771457053984,B4 persistence,rep6_fold2,69.0,	290	+-1.8132167004297601,0.22394142999811453,19,14,0.7357142857142857,0.059851155173871844,0.9088425770262399,B4 persistence,rep7_fold3,72
291	−-0.6849344698290353,0.20819537419520243,17.0,13.0,0.7307692307692307,0.22420766615217877,0.19567597099247216,B4 persistence,rep6_fold3,69.0,	291	+-0.4837499651210936,0.17233715404363667,17,14,0.7380952380952381,0.29084203171588063,0.8519613423066247,B4 persistence,rep7_fold4,74
292	−-2.80002345043707,0.30863917039680033,17.0,14.0,0.3571428571428572,-0.08927539397124332,2.159681643848748,B4 persistence,rep6_fold4,69.0,	292	+-0.5044465095134274,0.16837404184082838,17,15,0.8166666666666667,0.48711887938909415,1.6579409187405443,B4 persistence,rep8_fold0,74
293	−-1.1887202546941866,0.2016856710870988,18.0,15.0,0.7777777777777777,0.07490182610120051,1.494466997961942,B4 persistence,rep7_fold0,68.0,	293	+-0.48554468733220124,0.18061182476772047,20,15,0.7733333333333334,0.4538544242311564,0.27624868049899365,B4 persistence,rep8_fold1,71
294	−-0.547026338177217,0.1657113666591666,17.0,13.0,0.8173076923076923,0.5979481807282748,-0.7354716951230742,B4 persistence,rep7_fold1,69.0,	294	+-1.1752529949687893,0.18969844012091555,19,14,0.8071428571428572,0.12863330666503484,0.7662096727659123,B4 persistence,rep8_fold2,72
295	−-2.1716128731939284,0.3177838855953426,17.0,13.0,0.6730769230769231,0.05739345308327703,0.9598057239332483,B4 persistence,rep7_fold2,69.0,	295	+-2.8291931315782852,0.3395352699442922,18,14,0.625,0.02313684447318009,1.1952216542185385,B4 persistence,rep8_fold3,73
296	−-1.473215921824765,0.40098305534921197,17.0,12.0,0.4666666666666667,0.04047039899198291,0.736025038148334,B4 persistence,rep7_fold3,69.0,	296	+-0.4708974831727369,0.16299635245631128,17,12,0.8833333333333333,2.119452534656671,-2.756771562104562,B4 persistence,rep8_fold4,74
297	−-1.6229276290024282,0.31048918043570756,17.0,12.0,0.5416666666666666,0.07793991193489945,0.7596930595609053,B4 persistence,rep7_fold4,69.0,	297	+-1.8164883821043873,0.24711061795225078,20,15,0.7266666666666668,0.0670734390740053,0.8758406179879786,B4 persistence,rep9_fold0,71
298	−-2.268752278500593,0.3222738228664363,18.0,13.0,0.26153846153846155,-0.09643401151803249,1.5154710519257273,B4 persistence,rep8_fold0,68.0,	298	+-0.3632258530898095,0.12069003106571434,17,15,0.8333333333333333,1.1402597315747482,1.3176457040424343,B4 persistence,rep9_fold1,74
299	−-1.995794605890843,0.2538155934114468,17.0,13.0,0.6923076923076923,0.05172867195969866,1.0509285394922194,B4 persistence,rep8_fold1,69.0,	299	+-4.407666711683889,0.3296857569654629,19,13,0.4807692307692307,0.005883797474124073,0.7175672711088925,B4 persistence,rep9_fold2,72
300	−-0.3292988203093156,0.10827467803948089,17.0,15.0,0.8333333333333333,0.8130562288692472,0.9234027761126652,B4 persistence,rep8_fold2,69.0,	300	+-0.790588807821807,0.21419847934230754,19,14,0.7428571428571429,0.3594011709510337,-0.3416944673603958,B4 persistence,rep9_fold3,72
301	−-0.5922850467723116,0.22394396996025978,17.0,13.0,0.5769230769230769,0.22299689827258687,0.6446239014002785,B4 persistence,rep8_fold3,69.0,	301	+-0.49300107744124694,0.17614170431178316,16,13,0.7564102564102564,0.345823569056244,0.9135344595344537,B4 persistence,rep9_fold4,75
302	−-1.0010292950420931,0.32625780661507675,17.0,11.0,0.5606060606060606,0.16909317507425561,0.02923892108338656,B4 persistence,rep8_fold4,69.0,	302	+-1.1729812564720505,0.3187999133343484,19,10,0.7888888888888889,0.3250189175783104,-1.4885593917809035,B5 D+K,rep0_fold0,72
303	−-0.9058943747151409,0.3111074050927656,18.0,16.0,0.4375,0.06557488042620463,1.932446589583515,B4 persistence,rep9_fold0,68.0,	303	+-0.46360982221972397,0.1617770599020052,17,15,0.7666666666666666,0.3746604757884181,1.471256239408236,B5 D+K,rep0_fold1,74
304	−-0.44469808788459925,0.1686196552826681,17.0,14.0,0.7857142857142857,0.30702183935037974,0.5650591104525425,B4 persistence,rep9_fold1,69.0,	304	+-2.71699725817825,0.30580013986239174,18,13,0.6846153846153846,0.053280515114678566,0.9051721992591261,B5 D+K,rep0_fold2,73
305	−-1.7507099082550919,0.35063178532349676,17.0,10.0,0.6714285714285714,0.07125362833490514,0.12495652192032426,B4 persistence,rep9_fold2,69.0,	305	+-0.4851866496511615,0.16766331133591592,19,16,0.71875,0.3607089653536023,1.1621274007644535,B5 D+K,rep0_fold3,72
306	−-1.39383179740849,0.25610904471106466,17.0,12.0,0.7166666666666666,0.10454587731879708,0.6832781134228807,B4 persistence,rep9_fold3,69.0,	306	+-1.1192999665878731,0.17123657842328596,18,16,0.828125,0.17963954806143376,2.4165106968382886,B5 D+K,rep0_fold4,73
307	−-0.37712358438361265,0.12704780439733807,17.0,13.0,0.8653846153846154,2.1442012861363025,-0.2336167987828705,B4 persistence,rep9_fold4,69.0,	307	+-0.5113586414894882,0.15642127717686297,18,13,0.7769230769230769,0.5590384481595209,-0.13556986545213734,B5 D+K,rep1_fold0,73
308	−-1.6086475951036077,0.3430046548428886,18.0,16.0,0.4375,0.04155291331122825,2.025425408671445,B5 D+K,rep0_fold0,68.0,	308	+-0.5508370718652579,0.19289030045109148,19,16,0.7083333333333334,0.2421967504768801,1.0290882951106424,B5 D+K,rep1_fold1,72
309	−-0.46505798562119305,0.16600393986092998,17.0,13.0,0.75,0.7755716288318392,-0.45053891505453963,B5 D+K,rep0_fold1,69.0,	309	+-1.8431149277639831,0.2479730671285049,19,14,0.7571428571428571,0.060549459625103254,0.8645416172708309,B5 D+K,rep1_fold2,72
310	−-1.910553102230546,0.3671487587462715,17.0,9.0,0.6875,0.08317941702956319,-0.05635396067479679,B5 D+K,rep0_fold2,69.0,	310	+-0.5725082385197956,0.19628048135251064,18,14,0.5,0.2138621237197016,0.6437323264242634,B5 D+K,rep1_fold3,73
311	−-0.21797860333426577,0.06832696701304698,17.0,15.0,0.9333333333333333,1.5679899193996998,0.746484295584295,B5 D+K,rep0_fold3,69.0,	311	+-1.3797462326086023,0.255417228673588,17,13,0.625,0.0764034377114681,0.9092909528135438,B5 D+K,rep1_fold4,74
312	−-4.442881208907123,0.5753831880733453,17.0,12.0,0.3,-0.08067698409893759,1.2684449637499269,B5 D+K,rep0_fold4,69.0,	312	+-1.7271605125784755,0.19813559080005433,19,15,0.7999999999999999,0.0545542080307121,1.2068645231324657,B5 D+K,rep2_fold0,72
313	−-3.2886763760559834,0.2985208333628376,18.0,15.0,0.16666666666666666,-2.445914648038962,34.30238282164917,B5 D+K,rep1_fold0,68.0,	313	+-1.9085929719066432,0.27209910368594525,19,14,0.6714285714285715,0.07554567583162376,0.9300160763180699,B5 D+K,rep2_fold1,72
314	−-1.3249884918622181,0.21583735206029014,17.0,13.0,0.7692307692307694,0.10556693357103088,0.6327825914404908,B5 D+K,rep1_fold1,69.0,	314	+-0.7553637437477881,0.26281554121469936,19,13,0.5576923076923077,0.2162937065642454,0.13623965344994945,B5 D+K,rep2_fold2,72
315	−-1.085035479425277,0.3653493727736542,17.0,10.0,0.6285714285714286,0.15289502745995553,-0.05011381800735956,B5 D+K,rep1_fold2,69.0,	315	+-0.8703876595393197,0.2601832412533804,18,14,0.4821428571428572,0.09979520753637945,0.9171338176223377,B5 D+K,rep2_fold3,73
316	−-0.6181320364009891,0.22635548780650397,17.0,15.0,0.5333333333333333,0.18307092950710027,1.8180907445606822,B5 D+K,rep1_fold3,69.0,	316	+-0.31184354037986783,0.1084973396283596,16,14,0.8571428571428572,0.5151887157445927,0.8755749871475345,B5 D+K,rep2_fold4,75
317	−-0.7487335959626618,0.242511005914777,17.0,12.0,0.6333333333333333,0.19350845066855457,0.38889543334670296,B5 D+K,rep1_fold4,69.0,	317	+-1.94713061602705,0.23862627413153192,19,17,0.5,0.01932675249378841,2.055633759807026,B5 D+K,rep3_fold0,72
318	−-0.677051064635283,0.23292001311999203,18.0,15.0,0.5333333333333333,0.1259525671975601,1.168976867735629,B5 D+K,rep2_fold0,68.0,	318	+-0.9195548192909869,0.2399566747823473,17,12,0.6833333333333333,0.19393784785940346,0.16493930159296652,B5 D+K,rep3_fold1,74
319	−-1.1990902771961511,0.1916692206107921,17.0,13.0,0.7980769230769231,0.11947433146155152,1.196140302867005,B5 D+K,rep2_fold1,69.0,	319	+-1.9730122021532155,0.2851798533587083,19,13,0.6858974358974359,0.08309517148652341,0.807373167957717,B5 D+K,rep3_fold2,72
320	−-1.4083373496478084,0.2846194215061303,17.0,11.0,0.6136363636363635,0.09684084145137371,0.552671333796619,B5 D+K,rep2_fold2,69.0,	320	+-0.495306267557597,0.17959334545271974,17,14,0.761904761904762,0.2460761642953219,0.8727510832724807,B5 D+K,rep3_fold3,74
321	−,,,,,,,B5 D+K,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model	321	+-1.7221377525959587,0.20016126405701481,19,14,0.6571428571428571,0.04557844639606639,0.7221632321766722,B5 D+K,rep3_fold4,72
322	−that was "	322	+-2.142120967749593,0.2955676494537201,18,12,0.611111111111111,0.0466751645696996,0.6848380749704105,B5 D+K,rep4_fold0,73
323	−-0.6273754728368014,0.20785533865271316,17.0,12.0,0.7833333333333332,0.29895846921363933,-0.1339394199429445,B5 D+K,rep2_fold4,69.0,	323	+-2.2189070584703177,0.3698403904747914,19,13,0.3653846153846154,-0.08657391158216846,1.1054550044809266,B5 D+K,rep4_fold1,72
324	−-0.35864946673036374,0.12718648987373163,18.0,16.0,0.8125,0.6132308599390598,1.3326286084165668,B5 D+K,rep3_fold0,68.0,	324	+-0.3261716798632748,0.10451440059457479,18,17,0.6470588235294118,0.1626776124481654,2.222913347044629,B5 D+K,rep4_fold2,73
325	−-0.45406387187424124,0.16363844983876527,17.0,15.0,0.8,0.558459245940016,1.559835301606045,B5 D+K,rep3_fold1,69.0,	325	+-0.5081463983503597,0.17849018015077173,19,16,0.7083333333333333,0.2196163221102089,0.895605411569814,B5 D+K,rep4_fold3,72
326	−-0.7294005421086576,0.2483846181535665,17.0,13.0,0.5384615384615385,0.1324976087963955,0.8940469165129482,B5 D+K,rep3_fold2,69.0,	326	+-2.184121789258313,0.31173421987409755,17,12,0.6666666666666666,0.05796863617728416,0.6650357589724891,B5 D+K,rep4_fold4,74
327	−-2.18913976133198,0.36627006718680266,17.0,10.0,0.8071428571428573,0.11620363525746709,-0.29537465541758173,B5 D+K,rep3_fold3,69.0,	327	+-1.7133899610482786,0.1918530446120724,19,15,0.8333333333333333,0.09020994322627403,1.2299346428111777,B5 D+K,rep5_fold0,72
328	−-1.603694240281597,0.34315487131637895,17.0,11.0,0.4621212121212121,0.061612619597799685,0.6019101491872662,B5 D+K,rep3_fold4,69.0,	328	+-0.8703644869880497,0.25146847661994287,17,14,0.6904761904761905,0.14234639432054033,0.8701896951510516,B5 D+K,rep5_fold1,74
329	−-2.68643763682533,0.30902926077725623,18.0,14.0,0.6160714285714286,0.044226227142430005,1.1368766901013199,B5 D+K,rep4_fold0,68.0,	329	+-0.4614426703786175,0.16920716658487867,18,15,0.7111111111111111,0.26715976395861324,0.9110618763381912,B5 D+K,rep5_fold2,73
330	−-1.967522043578091,0.4162693927750346,17.0,14.0,0.30952380952380953,-0.09450035353060156,1.956076972751605,B5 D+K,rep4_fold1,69.0,	330	+-0.6748203242880082,0.23585255666164456,20,12,0.765625,0.9523180702305325,-1.2626755786324138,B5 D+K,rep5_fold3,71
331	−-0.5533698018190921,0.20156381198776688,17.0,13.0,0.6538461538461539,0.2748627039530372,0.7253815213287793,B5 D+K,rep4_fold2,69.0,	331	+-2.347223194360443,0.3280288768829911,17,14,0.6428571428571429,0.03180175638432456,1.51691893609531,B5 D+K,rep5_fold4,74
332	−-2.0618545972221476,0.2620806791526402,17.0,12.0,0.3833333333333333,-0.1521422961463733,1.4561793294051173,B5 D+K,rep4_fold3,69.0,	332	+-1.7525092100466588,0.24363894354627313,21,17,0.6397058823529411,0.07592910640084481,1.4813406363643584,B5 D+K,rep6_fold0,70
333	−-3.8022987629250857,0.3662949557152728,17.0,12.0,0.39166666666666666,-0.062311561595841454,1.3133456630553226,B5 D+K,rep4_fold4,69.0,	333	+-0.9514124916385038,0.24861177487291355,18,13,0.676923076923077,0.1628720439497122,0.47165445165699976,B5 D+K,rep6_fold1,73
334	−-1.347748772235445,0.259839641636982,18.0,15.0,0.4222222222222222,0.045528261811878225,1.4734559983412945,B5 D+K,rep5_fold0,68.0,	334	+-0.3257440929671007,0.11036392313491139,17,15,0.7666666666666666,0.31926947091153957,0.8333070743735149,B5 D+K,rep6_fold2,74
335	−-1.117165261029644,0.3261248943137409,17.0,12.0,0.5166666666666666,0.07483138312422152,0.6858851214477804,B5 D+K,rep5_fold1,69.0,	335	+-1.873724030425773,0.2665283773719689,19,13,0.7307692307692308,0.07933940765117727,0.475978141329454,B5 D+K,rep6_fold3,72
336	−-1.623786577294298,0.2884735546505205,17.0,11.0,0.6439393939393939,0.08561257999011314,0.4866087840005091,B5 D+K,rep5_fold2,69.0,	336	+-0.6698949123261458,0.21514795697198336,16,12,0.5625,0.17366167177075714,0.6639526244900652,B5 D+K,rep6_fold4,75
337	−-0.45838993252287863,0.17226212863349566,17.0,14.0,0.8095238095238095,0.5118303640153168,1.089158293034656,B5 D+K,rep5_fold3,69.0,	337	+-1.1439861555799222,0.17845176640555802,17,16,0.6875,0.07288547761178761,2.5448416281804036,B5 D+K,rep7_fold0,74
338	−-0.4585206212824873,0.15103757964895823,17.0,13.0,0.8076923076923077,0.4073219473812901,0.0964510945060321,B5 D+K,rep5_fold4,69.0,	338	+-0.7237835917920675,0.24065110852810834,19,13,0.6666666666666667,0.20160901257907166,0.3477843273918229,B5 D+K,rep7_fold1,72
339	−-0.3911808795118769,0.1331023322389171,18.0,14.0,0.8571428571428571,1.5684468373949076,-0.6055531300897906,B5 D+K,rep6_fold0,68.0,	339	+-0.6575907538097289,0.2289706451583717,19,13,0.7948717948717949,0.5280202799495134,-0.8082148754588283,B5 D+K,rep7_fold2,72
340	−-1.760548434946782,0.3424541506752111,17.0,12.0,0.6666666666666666,0.04222931127036659,0.7365394662891035,B5 D+K,rep6_fold1,69.0,	340	+-1.9212310645534192,0.24796922972796834,19,14,0.6714285714285714,0.06246056073139962,0.9084687202154325,B5 D+K,rep7_fold3,72
341	−-0.7293865873785292,0.28568327915850517,17.0,12.0,0.5833333333333333,0.19928065655720664,0.3758629725612771,B5 D+K,rep6_fold2,69.0,	341	+-0.4710665905773831,0.16244722689142735,17,14,0.7142857142857143,0.3097001248526361,0.8958201964854905,B5 D+K,rep7_fold4,74
342	−-0.9208605902486354,0.20757295527959582,17.0,13.0,0.8076923076923077,0.17104131748154877,0.47782292906224644,B5 D+K,rep6_fold3,69.0,	342	+-0.5340482541361684,0.17589690123500437,17,15,0.8,0.43989637658374975,1.6749379872078547,B5 D+K,rep8_fold0,74
343	−-2.806566300888324,0.3132612059966252,17.0,14.0,0.33333333333333337,-0.09327847228422559,2.196526141634779,B5 D+K,rep6_fold4,69.0,	343	+-0.5035481006888132,0.18171414882224127,20,15,0.7066666666666667,0.37942313814817497,0.334337456971887,B5 D+K,rep8_fold1,71
344	−-1.1920072729172748,0.20477921896261944,18.0,15.0,0.7333333333333333,0.07164730776908775,1.4929350423504666,B5 D+K,rep7_fold0,68.0,	344	+-1.1623012910123103,0.19093494111747453,19,14,0.8071428571428572,0.12799798666356255,0.767054888918389,B5 D+K,rep8_fold2,72
345	−-0.5138423200764016,0.16128568918965838,17.0,13.0,0.8076923076923077,0.6407385326557591,-0.6748888731030043,B5 D+K,rep7_fold1,69.0,	345	+-2.856734872357201,0.3325265368941321,18,14,0.6071428571428571,0.020636797901958364,1.1973663402086934,B5 D+K,rep8_fold3,73
346	−-2.0385185734021327,0.27535858863264523,17.0,13.0,0.673076923076923,0.06168247667862428,0.9388420906226793,B5 D+K,rep7_fold2,69.0,	346	+-0.4815526819112603,0.16805902118683774,17,12,0.8916666666666666,2.160094764457958,-2.6827226450406987,B5 D+K,rep8_fold4,74
347	−-3.864619229097563,0.5496259409353056,17.0,12.0,0.3666666666666667,-0.06288951828009778,1.160549622890945,B5 D+K,rep7_fold3,69.0,	347	+-1.834443661115131,0.24338399654069995,20,15,0.74,0.06508978476008714,0.8753372961163309,B5 D+K,rep9_fold0,71
348	−-1.412012186014146,0.2785833265940752,17.0,12.0,0.6583333333333334,0.09673316828871309,0.7686155184059031,B5 D+K,rep7_fold4,69.0,	348	+-0.3748465783374128,0.12689897453022556,17,15,0.8333333333333333,1.0966648150824525,1.3630337026414785,B5 D+K,rep9_fold1,74
349	−-2.4086979568951974,0.3274649368367347,18.0,13.0,0.35384615384615387,-0.08437392424133028,1.4409418365259739,B5 D+K,rep8_fold0,68.0,	349	+-4.395883806092931,0.32453206539741436,19,13,0.4807692307692307,0.0066184721434709775,0.7104283274670213,B5 D+K,rep9_fold2,72
350	−-2.0122534376007857,0.2605845912499715,17.0,13.0,0.6538461538461539,0.0497731527014191,1.0484128095764136,B5 D+K,rep8_fold1,69.0,	350	+-0.800417430396888,0.2170884120393922,19,14,0.6785714285714285,0.3425211789335858,-0.2889216679581192,B5 D+K,rep9_fold3,72
351	−-0.3383047825295994,0.11358163232195785,17.0,15.0,0.8333333333333334,0.5735601083454099,1.0552396305747767,B5 D+K,rep8_fold2,69.0,	351	+-0.49631838906742515,0.17627798129785732,16,13,0.7435897435897436,0.3372931566709105,0.9168618339334659,B5 D+K,rep9_fold4,75
352	−-0.6142144509590765,0.231223753138173,17.0,13.0,0.5961538461538461,0.20517776891198947,0.6367456431704256,B5 D+K,rep8_fold3,69.0,
353	−-1.0048767992431018,0.32679636217954533,17.0,11.0,0.5757575757575758,0.16738131263396505,0.03198360555919391,B5 D+K,rep8_fold4,69.0,
354	−-0.9995139796531419,0.3242365478545742,18.0,16.0,0.4375,0.06410300045327784,1.9375996700379396,B5 D+K,rep9_fold0,68.0,
355	−-0.4727606768137651,0.1752990612440601,17.0,14.0,0.7857142857142857,0.2836485799854604,0.538920906521827,B5 D+K,rep9_fold1,69.0,
356	−-1.9332028028939552,0.3853947821619841,17.0,10.0,0.6857142857142857,0.06379175357910985,0.11989649374202335,B5 D+K,rep9_fold2,69.0,
357	−-1.439083006037761,0.27624603622328614,17.0,12.0,0.6916666666666667,0.09931383997259025,0.6909196551509177,B5 D+K,rep9_fold3,69.0,
358	−-0.49933422588539145,0.18170512165320227,17.0,13.0,0.7884615384615384,0.40807877936941567,0.5358499695614622,B5 D+K,rep9_fold4,69.0,

modified results/empirical/h2_seshat_cv_wins.csv +12 −12

				@@ -1,13 +1,13 @@
1	model,baseline,folds,win_share,mean_diff,scheme	1	model,baseline,folds,win_share,mean_diff,scheme
2	−A2 P,B0 FE only,10,0.8,0.010385438647938056,loro	2	+A2 P,B0 FE only,10,1.0,0.016135406518185836,loro
3	−A2 P,B1 D only,10,0.3,-0.002709648303256007,loro	3	+A2 P,B1 D only,10,0.2,-0.0037811967057872486,loro
4	−A2 P,B2 K only,10,0.7,0.010421867396540784,loro	4	+A2 P,B2 K only,10,1.0,0.0167091325438521,loro
5	−A2 P,B3 complexity,10,0.8,0.010873068216126835,loro	5	+A2 P,B3 complexity,10,1.0,0.016555911422840373,loro
6	−A2 P,B4 persistence,10,0.7,0.003042951969894492,loro	6	+A2 P,B4 persistence,10,0.7,0.011040227971386818,loro
7	−A2 P,B5 D+K,10,0.2,-0.002836753438540579,loro	7	+A2 P,B5 D+K,10,0.2,-0.003890279230753835,loro
8	−A2 P,B0 FE only,48,0.7916666666666666,0.003561326926182278,kfold	8	+A2 P,B0 FE only,50,0.86,0.00807652740452677,kfold
9	−A2 P,B1 D only,48,0.75,0.0017770375262608888,kfold	9	+A2 P,B1 D only,50,0.42,-0.0005338394602305029,kfold
10	−A2 P,B2 K only,48,0.8125,0.004959698215361119,kfold	10	+A2 P,B2 K only,50,0.84,0.010588922672367752,kfold
11	−A2 P,B3 complexity,48,0.8541666666666666,0.005066075397629062,kfold	11	+A2 P,B3 complexity,50,0.84,0.010502514630497815,kfold
12	−A2 P,B4 persistence,48,0.6875,0.0019314050868669112,kfold	12	+A2 P,B4 persistence,50,0.78,0.005144859908737864,kfold
13	−A2 P,B5 D+K,48,0.75,0.0018448658208799925,kfold	13	+A2 P,B5 D+K,50,0.44,0.0007904850693834464,kfold

added results/empirical/h2_seshat_items.csv +15 −0

				@@ -0,0 +1,15 @@
		1	+item,n,share_present,coef_P_main_z,se_P_main_z,coef_D_pc1_z,se_D_pc1_z,coef_K_mean_z,se_K_mean_z
		2	+decline,93,0.40860215053763443,1.1139822180917633,0.36386304892396487,0.5934546949103627,0.28668403760492983,0.10125992738787627,0.25979328564423215
		3	+collapse,126,0.015873015873015872,5.697194471404295,2.6048037398384256,-0.4889836423266948,0.47909639153753275,-0.9935696132402962,0.39273728679034464
		4	+downward_mobility,123,0.44715447154471544,0.2809033114862155,0.18038982380247467,0.1986201995276859,0.18769392480244335,0.04547187210348411,0.19604455470963494
		5	+extermination,122,0.13934426229508196,0.32114642848745173,0.3356302701314728,0.5448687918010973,0.2843652702890891,0.45974801660529363,0.2401890974850451
		6	+uprising,123,0.45528455284552843,0.15341339485348238,0.1910468009877756,0.4663971673963838,0.22747140851477757,0.5154614257109261,0.23908423309246363
		7	+revolution,117,0.17094017094017094,0.49692571237037836,0.2535691340876614,0.6590161940015902,0.40660572268670137,0.5664861910230747,0.38340316869430136
		8	+successful_revolution,121,0.09917355371900827,0.5859147252238421,0.27290252828992934,1.099643943906142,0.5760066105618562,1.4374595138644048,0.9367375078201111
		9	+civil_war,124,0.5403225806451613,0.30681883263602405,0.21247302463367299,0.44938289830534983,0.19087455407399728,0.35010847049541016,0.19878588838319095
		10	+century_plus,126,0.05555555555555555,-0.72591903937616,0.36045048231839133,-0.8709045750559626,0.3778563038463394,-0.5211879925341997,0.31787586554344377
		11	+fragmentation,127,0.3464566929133858,0.2070060163031286,0.1924664317115435,0.12202039737295808,0.19661676610581236,-0.0029066943243383284,0.18999492756925346
		12	+capital,116,0.1810344827586207,0.059077396489220974,0.23261809347682505,0.12147624194789552,0.22810221797419075,0.12726471233278497,0.2338060940383476
		13	+conquest,124,0.3951612903225806,-0.11674041626965902,0.18853932157691566,-0.054947552846667705,0.19357306138774197,0.02672406412547429,0.18907141002116085
		14	+assassination,115,0.4,0.5186969616717692,0.20638243825893882,0.6594954208093557,0.23768388271242233,0.38667848977159996,0.24899990367432434
		15	+depose,113,0.49557522123893805,0.22258677026408646,0.19800964407385763,0.5443626146208935,0.20658396873526472,0.5609404758923662,0.2320967293260846

added results/empirical/h2_seshat_items_dimensionality.json +6 −0

				@@ -0,0 +1,6 @@
		1	+{
		2	+ "mean_interitem_corr": 0.07944663342813164,
		3	+ "median_interitem_corr": 0.066622495165543,
		4	+ "first_eigen_share": 0.18913552099018466,
		5	+ "n_items": 14
		6	+}
	\ No newline at end of file

modified results/empirical/h2_seshat_primary.csv +13 −11

				@@ -1,15 +1,17 @@
1	model,term,coef,se,ci_lo,ci_hi,p,n,llf	1	model,term,coef,se,ci_lo,ci_hi,p,n,llf
2	A1 primary: Y1 ~ P + FE,P_main_z,0.19598811961955986,0.05619238684720763,0.08585104139903292,0.3061251978400868,0.00048700208821658047,127,-53.2195116601875	2	A1 primary: Y1 ~ P + FE,P_main_z,0.19598811961955986,0.05619238684720763,0.08585104139903292,0.3061251978400868,0.00048700208821658047,127,-53.2195116601875
3	−A2: Y1 ~ P + X + FE,P_main_z,0.20351158077892248,0.08482725386785257,0.03725016319793145,0.3697729983599135,0.01643409427092258,87,-34.71070763520765	3	+A2: Y1 ~ P + X + FE,P_main_z,0.24341189026733162,0.08568261389344095,0.07547396703618736,0.4113498134984759,0.004499275117671632,93,-37.180409435442456
4	−A3: Y1 ~ P + D + K + X + FE (P given components),P_main_z,0.2040721242253018,0.08343475533923725,0.04054000376039679,0.3676042446902068,0.014449560406630625,87,-34.70040393910057	4	+A3: Y1 ~ P + complexity PC1 + X + FE,P_main_z,0.2429688204572906,0.08687303865820412,0.07269766468721053,0.41323997622737063,0.0051607231191516684,93,-37.178197720757126
5	−B1 baseline D only,D_pc1_z,0.2572372400381392,0.13838255154582166,-0.013992560991671232,0.5284670410679496,0.0630434502191715,94,-37.62951724969353	5	+B1 baseline D only,D_pc1_z,0.41565091830660905,0.17327201631706649,0.07603776632515874,0.7552640702880593,0.016447339389607442,93,-37.148334593024884
6	−B2 baseline K only,K_mean_z,-0.034191937803021266,0.19460423313308214,-0.4156162347438623,0.34723235913781975,0.8605297401049103,93,-37.569292952983	6	+B2 baseline K only,K_mean_z,0.040541824590053066,0.24755385135427105,-0.4446637240643182,0.5257473732444243,0.8699124307891858,93,-37.4796860852568
7	−B3 baseline complexity PC1,complexity_pc1_z,-0.010208261563331822,0.24040204287255076,-0.4813962655935313,0.4609797424668677,0.966129376006756,100,-40.486805909379015	7	+B3 baseline complexity PC1,complexity_pc1_z,0.07792536343804582,0.3126352351430059,-0.5348396974422458,0.6906904243183374,0.8031648541752704,93,-37.47809541763986
8	−B4 baseline persistence,prior_crisis_nga,0.34454935642811907,0.24206393422328265,-0.12989595464951492,0.8189946675057531,0.15462555579388437,100,-40.3885673876723	8	+B4 baseline persistence,prior_crisis_nga,0.37306084775672566,0.2023417972380136,-0.023529074829781005,0.7696507703432323,0.06522451210499,93,-37.37455587218428
9	−B5 D and K separately,D_pc1_z,0.340812724850877,0.16389523775530399,0.019578058850481195,0.6620473908512727,0.03757557599189618,87,-34.7076776779044	9	+B5 D and K separately,D_pc1_z,0.43982910602046044,0.17026248989971107,0.10611462581702674,0.7735435862238942,0.0097876823350702,93,-37.13387097641075
10	−B5 D and K separately,K_mean_z,-0.2130581957177733,0.1933961939788663,-0.5921147359163512,0.16599834448080464,0.2706064890854937,87,-34.7076776779044	10	+B5 D and K separately,K_mean_z,-0.1258412380091856,0.18775877943715727,-0.4938484457060138,0.24216596968764267,0.5027122983399126,93,-37.13387097641075
11	−Placebo: P built with production infrastructure instead of K,P_placebo,0.2572372400381404,0.13838255154582466,-0.013992560991675895,0.5284670410679567,0.06304345021917601,94,-37.62951724969353	11	+B5 Wald test of beta_D + beta_K = 0 (restriction implied by P),D+K,0.3139878680112749,0.25732705565780184,,,0.2223929040205992,93,
		12	+Placebo: P built with production infrastructure instead of K (X = warfare only),P_placebo,0.19182452518483376,0.1655476949176114,-0.13264895685368458,0.5162980072233521,0.24656762616978578,93,-37.72205879838945
		13	+Placebo comparison: P with the same controls (X = warfare only),P_main_z,0.2904902706611261,0.0787105927241695,0.13621750892175388,0.4447630324004983,0.00022371501777443585,93,-37.357092320902154
12	"A1b: Y1b ~ P + region FE (logit, HC1; era FE dropped: separation)",P_main_z,-0.178305671270385,0.20339587470021095,-0.5769615856827984,0.22035024314202845,0.3806803045766206,123,-56.77239170158137	14	"A1b: Y1b ~ P + region FE (logit, HC1; era FE dropped: separation)",P_main_z,-0.178305671270385,0.20339587470021095,-0.5769615856827984,0.22035024314202845,0.3806803045766206,123,-56.77239170158137
13	−"A2b: Y1b ~ P + X + region FE (logit, HC1)",P_main_z,0.1836712384747268,0.3238227440171184,-0.4510213397988253,0.8183638167482788,0.5705804519018927,86,-35.98874009410509	15	+"A2b: Y1b ~ P + X + region FE (logit, HC1)",P_main_z,0.2540624061878291,0.316131066094825,-0.3655544833580279,0.8736792957336861,0.4215924226205888,91,-36.88510645939462
14	"A3b: Y1b ~ P (logit, HC1, no FE)",P_main_z,-0.06838433580959115,0.17958182211249252,-0.42036470715007646,0.2835960355308942,0.7033534032954329,123,-65.92796981251857	16	"A3b: Y1b ~ P (logit, HC1, no FE)",P_main_z,-0.06838433580959115,0.17958182211249252,-0.42036470715007646,0.2835960355308942,0.7033534032954329,123,-65.92796981251857
15	−Exploratory: reform consequences ~ P + X + FE,P_main_z,-0.014797532092286084,0.18124585589368128,-0.37003940964390136,0.3404443454593292,0.9349302699171845,86,-12.808984824042609	17	+Exploratory: reform consequences ~ P + X + FE,P_main_z,-0.012940021899406238,0.16434677676030227,-0.3350597043495987,0.3091796605507862,0.9372425423271826,91,-13.566761134910722

modified results/empirical/h2_seshat_robustness.csv +20 −11

				@@ -1,12 +1,21 @@
1	model,term,coef,se,ci_lo,ci_hi,p,n,llf	1	model,term,coef,se,ci_lo,ci_hi,p,n,llf
2	−R: K = IRT latent,_P,0.14592383683085786,0.0881205816941691,-0.026792503289713582,0.3186401769514293,0.0977306587410117,94,-37.654357924079186	2	+R: K = IRT latent,_P,0.17465442430005818,0.08155669074965395,0.014803310430736433,0.3345055381693799,0.032232976890957436,100,-40.18267330324387
3	−R: D = log population only,_P,0.26525556383786786,0.10468338503735995,0.06007612916464236,0.4704349985110934,0.011280603854963715,70,-27.82537097868165	3	+R: D = log population only,_P,0.2791808799231199,0.10879365394566985,0.065945318189607,0.4924164416566328,0.010283422511719795,76,-30.22001862721496
4	−R: K = PC1 of blocks,_P,0.20625811785396292,0.08352201113301791,0.042554976033247816,0.369961259674678,0.01352997032752842,87,-34.70320925730064	4	+R: K = PC1 of blocks,_P,0.24725280906681718,0.08445276089563193,0.0817253977113786,0.41278022042225576,0.003414733636184064,93,-37.1678249827594
5	−R: quasi-polities dropped,P_main_z,0.1529724190865244,0.10735424024088927,-0.057441891785618565,0.3633867299586674,0.1541770555079993,83,-33.6187062223242	5	+R: D at lower bounds,_P,0.2370551387237938,0.08712144845817385,0.06629709974577305,0.4078131777018146,0.0065090010430282645,93,-37.19675977586804
6	−R: crises starting ≥25 years after polity start,P_main_z,0.25023816036590246,0.0906487023810333,0.0725667036990772,0.42790961703272773,0.005770824628688491,76,-30.631620415895608	6	+R: D at upper bounds,_P,0.24416083897411217,0.08451206852033677,0.07851718467425212,0.4098044932739722,0.0038638948989149964,93,-37.17787830623302
7	−R: ≥12 of 14 items coded,P_main_z,0.1844104165442818,0.09097203094850494,0.00610523588521214,0.36271559720335145,0.04265104878181526,84,-33.545926963362994	7	+R: inferred codes dropped,_P,0.13127722293284633,0.06021138167313723,0.013262914853497357,0.2492915310121953,0.029237264224261324,77,-31.255742084589095
8	−R: no era FE,P_main_z,0.25180620527649183,0.10548616040095524,0.04505333089061958,0.4585590796623641,0.016981787384069243,87,-35.055112402924486	8	+R: standardized within era,_P,0.2649130570919216,0.09087491663235474,0.0867982204925063,0.4430278936913369,0.003555296109212517,93,-37.16686522081442
9	−R: no region FE,P_main_z,0.232119825730709,0.08351611793574859,0.06842823457664177,0.3958114168847762,0.0054469201636038285,87,-35.0070205531534	9	+R: standardized within macro-region,_P,0.22448104378356046,0.08515079033399135,0.0575854947289374,0.3913765928381835,0.008382135137306583,93,-37.21752021850245
10	−R: no FE,P_main_z,0.23998778925605788,0.09665426184846038,0.05054543603307554,0.4294301424790402,0.01302990355907613,87,-35.26034874356635	10	+R: rank-based P,_P,0.184597851865263,0.07647256225001964,0.034711629855224524,0.3344840738753015,0.015782377713961484,93,-37.23522637683311
11	−R: SE clustered by NGA,P_main_z,0.20351158077892248,0.08471819678626769,0.037463915077837806,0.36955924648000715,0.0162959918773406,87,-34.71070763520765	11	+R: D without settlement hierarchy,_P,0.2492058487366483,0.0743492083328707,0.10348140040422174,0.3949302970690749,0.0008027952547564335,84,-33.153415092472734
12	−R: SE clustered by polity,P_main_z,0.20351158077892248,0.09551838785174915,0.016295540589494145,0.3907276209683508,0.033122020124625715,87,-34.71070763520765	12	+R: K without administrative levels,_P,0.2501543163354239,0.08819558783508774,0.07729096417865192,0.4230176684921959,0.004563117541514957,94,-37.56499787019851
		13	+R: both hierarchy indicators removed,_P,0.24695728149237478,0.06847239845495547,0.11275138052066208,0.3811631824640875,0.0003101528044966471,85,-33.57908663635605
		14	+R: quasi-polities dropped,P_main_z,0.20524727002928125,0.10089170410340963,0.007499529986598391,0.40299501007196414,0.041918085093332794,87,-35.3308585013974
		15	+R: crises starting ≥25 years after polity start,P_main_z,0.30494685697152457,0.09450623738546919,0.11971463169600496,0.4901790822470442,0.0012521010090038782,79,-31.844889463430206
		16	+R: ≥12 of 14 items coded,P_main_z,0.24958417880476058,0.09082922407363642,0.07155889962043321,0.42760945798908795,0.005998926784266301,88,-35.106846879391206
		17	+R: no era FE,P_main_z,0.2956828267882231,0.11068068728854691,0.07874867970267116,0.512616973873775,0.007551435178672412,93,-37.61524760999671
		18	+R: no region FE,P_main_z,0.27737299055785686,0.0788348539827645,0.12285667675163844,0.43188930436407524,0.0004341482714905091,93,-37.477122797190226
		19	+R: no FE,P_main_z,0.28766281167110536,0.09505068738441325,0.1013634643976554,0.4739621589445553,0.002474725131339374,93,-37.842410062849616
		20	+R: SE clustered by NGA,P_main_z,0.24341189026733162,0.07419899794316402,0.09798185429873013,0.3888419262359331,0.0010361297997828571,93,-37.180409435442456
		21	+R: SE clustered by polity,P_main_z,0.24341189026733162,0.08791623364852942,0.07109607231621395,0.4157277082184493,0.005628393977007648,93,-37.180409435442456

modified results/empirical/h2_seshat_y2_y3.csv +3 −0

				@@ -4,5 +4,8 @@ Y2-2 Cox: P + X + midpoint + strata,P_z,0.0004380719784831337,0.0684871931747308
4	Y2-3 Cox: D + K + X + midpoint + strata,D_pc1_z,0.12781060414697887,0.13285461319788708,-0.13257965290087953,0.38820086119483727,0.33603271734868106,208,201,1.1363377646548505,,	4	Y2-3 Cox: D + K + X + midpoint + strata,D_pc1_z,0.12781060414697887,0.13285461319788708,-0.13257965290087953,0.38820086119483727,0.33603271734868106,208,201,1.1363377646548505,,
5	Y2-3 Cox: D + K + X + midpoint + strata,K_mean_z,0.5593188677196502,0.20034053668803614,0.16665863116767404,0.9519791042716264,0.005240914807357369,208,201,1.7494804667561765,,	5	Y2-3 Cox: D + K + X + midpoint + strata,K_mean_z,0.5593188677196502,0.20034053668803614,0.16665863116767404,0.9519791042716264,0.005240914807357369,208,201,1.7494804667561765,,
6	Y2-4 Cox: complexity PC1 + X + strata,complexity_pc1_z,0.39878281944897614,0.2909649639051191,-0.17149803056805407,0.9690636694660064,0.17051443371265806,208,201,1.4900099822759345,,	6	Y2-4 Cox: complexity PC1 + X + strata,complexity_pc1_z,0.39878281944897614,0.2909649639051191,-0.17149803056805407,0.9690636694660064,0.17051443371265806,208,201,1.4900099822759345,,
		7	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata,D_pc1_z,0.08222927083796969,0.13547091536536862,-0.18328884423082661,0.347747385906766,0.5438586266827394,206,200,1.085704701723384,,
		8	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata,K_mean_z,0.5347403341805681,0.20345405779896686,0.13597770838606255,0.9335029599750737,0.008581027742195928,206,200,1.7070049338657578,,
		9	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata,n_polities_in_nga_z,0.3166766984594011,0.139501503577771,0.043258775657784465,0.5900946212610177,0.023203979713271983,206,200,1.372558749826759,,
7	Y3-1 logit: discontinuous succession ~ P + FE,P_z,0.01763842883851116,0.39254199204592066,-0.7517438755714932,0.7870207332485156,0.9641600238079073,145,24,,,-54.389786225011605	10	Y3-1 logit: discontinuous succession ~ P + FE,P_z,0.01763842883851116,0.39254199204592066,-0.7517438755714932,0.7870207332485156,0.9641600238079073,145,24,,,-54.389786225011605
8	Y3-2 logit: + X,P_z,0.23932566841618358,0.32473562350083773,-0.39715615364545837,0.8758074904778255,0.46113075042447405,117,18,,,-42.244120984695265	11	Y3-2 logit: + X,P_z,0.23932566841618358,0.32473562350083773,-0.39715615364545837,0.8758074904778255,0.46113075042447405,117,18,,,-42.244120984695265

modified results/empirical/h4_modern_curve.csv +40 −40

				@@ -1,41 +1,41 @@
1	P_z,p_linear,p_spline	1	P_z,p_linear,p_spline
2	−-2.0557392442106184,0.07388487377229337,0.021259637126800485	2	+-2.0557392442106184,0.07845428119108301,0.02401670479199111
3	−-1.9550093933077468,0.07669710020457332,0.024623905284563086	3	+-1.9550093933077468,0.08138761630100237,0.02766280962050305
4	−-1.8542795424048752,0.07960716543409717,0.028442291926743486	4	+-1.8542795424048752,0.08442057913556636,0.03177741835386443
5	−-1.7535496915020037,0.08261776529085005,0.03275332263758774	5	+-1.7535496915020037,0.08755579452066281,0.03639669487673829
6	−-1.6528198405991321,0.0857316153518401,0.0375929398240661	6	+-1.6528198405991321,0.09079589901306086,0.04155359502154967
7	−-1.5520899896962606,0.08895144637413925,0.04299278658026442	7	+-1.5520899896962606,0.09414353600185829,0.04727617491034582
8	−-1.451360138793389,0.09227999932133621,0.04897827829400058	8	+-1.451360138793389,0.09760135041278695,0.05358572891554524
9	−-1.3506302878905174,0.09572001996940718,0.05556652318226222	9	+-1.3506302878905174,0.10117198300431104,0.06049482308328648
10	−-1.2499004369876459,0.09927425307917286,0.06276417989705406	10	+-1.2499004369876459,0.10485806424584697,0.06800531333822181
11	−-1.1491705860847743,0.1029454361239035,0.07056536559700072	11	+-1.1491705860847743,0.10866220777006289,0.07610645845146945
12	−-1.0484407351819025,0.10673629256229468,0.07894974773106597	12	+-1.0484407351819025,0.11258700339309939,0.08477325228515531
13	−-0.9477108842790309,0.11064952464896038,0.0878809632786444	13	+-0.9477108842790309,0.1166350096986978,0.09396510491381527
14	−-0.8469810333761594,0.1146878057768101,0.097305506820085	14	+-0.8469810333761594,0.12080874618464377,0.10362499517941547
15	−-0.7462511824732878,0.11885377234818921,0.10715221130288305	15	+-0.7462511824732878,0.1251106849726376,0.11367919668225958
16	−-0.6455213315704162,0.12315001517449763,0.11733241245395339	16	+-0.6455213315704162,0.12954324208569984,0.12403764564008128
17	−-0.5447914806675447,0.12757907040714916,0.12774084169352576	17	+-0.5447914806675447,0.13410876830050783,0.1345949751226047
18	−-0.4440616297646731,0.13214341000621993,0.13825723787320274	18	+-0.4440616297646731,0.13880953958564596,0.14523219057937814
19	−-0.34333177886180155,0.1368454317569368,0.14874861189808863	19	+-0.34333177886180155,0.14364774714062492,0.15581891243969578
20	−-0.24260192795892999,0.14168744884830195,0.15907204790325136	20	+-0.24260192795892999,0.14862548705468492,0.16621606941995723
21	−-0.14187207705605842,0.1466716790326033,0.16907788725285935	21	+-0.14187207705605842,0.15374474960882623,0.17627889682497935
22	−-0.041142226153186634,0.1518002333893358,0.17861312247998534	22	+-0.041142226153186634,0.1590074082491897,0.18586008154946412
23	−0.05958762474968493,0.157075104722109,0.18752482979807106	23	+0.05958762474968493,0.16441520826481704,0.19481290110447214
24	−0.1603174756525565,0.16249815562245137,0.1956710580660443	24	+0.1603174756525565,0.16996975520792545,0.20300168289076884
25	−0.26104732655542806,0.16807110623997407,0.20296675702687478	25	+0.26104732655542806,0.17567250310009472,0.21034668111120908
26	−0.3617771774582996,0.17379552180412156,0.20936112527253656	26	+0.3617771774582996,0.1815247424731419,0.21680132913964684
27	−0.4625070283611712,0.1796727999486286,0.21481930180037828	27	+0.4625070283611712,0.18752758829890306,0.2223340711527451
28	−0.5632368792640428,0.18570415789581068,0.2193212982092396	28	+0.5632368792640428,0.19368196786758932,0.22692728181913618
29	−0.6639667301669143,0.1918906195638325,0.2228607857091866	29	+0.6639667301669143,0.19998860867977022,0.23057607703394076
30	−0.7646965810697859,0.19823300266609017,0.2254437901771523	30	+0.7646965810697859,0.20644802642229332,0.23328705893156457
31	−0.8654264319726575,0.20473190587769569,0.22708736687451694	31	+0.8654264319726575,0.21306051310349228,0.23507705817740687
32	−0.966156282875529,0.2113876961497129,0.22781830317083654	32	+0.966156282875529,0.21982612542778224,0.2359719154320098
33	−1.0668861337784006,0.21820049625713758,0.2276718777264732	33	+1.0668861337784006,0.2267446734941016,0.2360053260101068
34	−1.1676159846812721,0.22517017267156889,0.22669068890185634	34	+1.1676159846812721,0.23381570990654382,0.23521775773726702
35	−1.2683458355841437,0.2322963238539475,0.22492355384909338	35	+1.2683458355841437,0.24103851938883047,0.23365544190807203
36	−1.3690756864870153,0.23957826906657242,0.2224244725305898	36	+1.3690756864870153,0.2484121089969123,0.23136943078697653
37	−1.4698055373898868,0.2470150378066979,0.21925164726587743	37	+1.4698055373898868,0.25593519902585765,0.22841471177655667
38	−1.5705353882927584,0.25460535996628886,0.21546654766586337	38	+1.5705353882927584,0.26360621470819345,0.2248493676203269
39	−1.67126523919563,0.2623476568238256,0.21113301226033454	39	+1.67126523919563,0.2714232788009282,0.22073377319331883
40	−1.7719950900985015,0.2702400329743446,0.20631638105495229	40	+1.7719950900985015,0.2793842051575149,0.21612982196256755
41	−1.8727249410013729,0.278280269303043,0.20108265700614944	41	+1.8727249410013729,0.28748649337893883,0.2111001785113937

modified results/empirical/h4_modern_folds.csv +15 −15

				@@ -1,16 +1,16 @@
1	fold,ll_linear,ll_hinge,ll_spline,knot	1	fold,ll_linear,ll_hinge,ll_spline,knot
2	−0_0,-0.38072740150458145,-0.3832807423994349,-0.3799727011101197,-0.26216142759898337	2	+0_0,-0.3808604119491045,-0.3838131867141169,-0.38100280356638533,-0.26216142759898337
3	−0_1,-0.3619579215407791,-0.36653335685093474,-0.36572721851361895,-0.2105946410843117	3	+0_1,-0.36340692219591914,-0.3685897187356868,-0.3679635451415296,-0.2105946410843117
4	−0_2,-0.4235349593442857,-0.41993401929731544,-0.4183821499971644,0.28931771578983945	4	+0_2,-0.43039884032361675,-0.42795237580314316,-0.4272802279582806,0.07296110360184996
5	−0_3,-0.4365642787142172,-0.43327717327272885,-0.4309105727683838,0.7590880522564252	5	+0_3,-0.43579768041815703,-0.4327284692521679,-0.4305341273170899,0.7590880522564252
6	−0_4,-0.4490397442310791,-0.4411443442457377,-0.4394823643911699,-0.11392961120316815	6	+0_4,-0.4488871220117095,-0.44133819545944125,-0.4397606579066248,-0.11392961120316815
7	−1_0,-0.37260640166068876,-0.37171031730793164,-0.3670082322815938,-0.8103616314912497	7	+1_0,-0.37163591817748887,-0.3711541926285913,-0.36674595489360773,-0.8103616314912497
8	−1_1,-0.46533740371771243,-0.4600162792532017,-0.45896405575712224,0.023566838661939607	8	+1_1,-0.4856863623156758,-0.48053170279794655,-0.4795202008459608,0.023566838661939607
9	−1_2,-0.39086411055109366,-0.3900363471228906,-0.38941600229241935,0.1388426693592834	9	+1_2,-0.3923692815779283,-0.39183761718729304,-0.3913592829539593,0.1388426693592834
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modified results/empirical/h4_modern_summary.json +5 −5

				@@ -1,9 +1,9 @@
1	{	1	{
2	"folds": 15,	2	"folds": 15,
3	− "hinge_beats_linear_share": 0.8,	3	+ "hinge_beats_linear_share": 0.7333333333333333,
4	− "spline_beats_linear_share": 0.8666666666666667,	4	+ "spline_beats_linear_share": 0.8,
5	− "mean_ll_linear": -0.409645164238164,	5	+ "mean_ll_linear": -0.4113670936056255,
6	− "mean_ll_hinge": -0.4086639943897043,	6	+ "mean_ll_hinge": -0.41084128380745744,
7	− "mean_ll_spline": -0.40637513694095,	7	+ "mean_ll_spline": -0.40877957013035415,
8	"median_knot": -0.08085854020686861	8	"median_knot": -0.08085854020686861
9	}	9	}
	\ No newline at end of file

modified results/empirical/h4_seshat_folds.csv +51 −53

				@@ -1,53 +1,51 @@
1	−fold,ll_linear,ll_hinge,ll_spline,knot,error	1	+fold,ll_linear,ll_hinge,ll_spline,knot
2	−0_0,-0.6073319277431232,-0.6131838242549503,-0.6071190336909165,0.36513210692942416,	2	+0_0,-0.634588249179175,-0.6385510398732445,-0.6350351150423347,1.0058348892031117
3	−0_1,,,,,"predict requires that you use a DataFrame when predicting from a model	3	+0_1,-0.5494198383824677,-0.5533807537460889,-0.5514370960531091,0.36638000183677727
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47	−8_4,-0.5804883865855972,-0.5814434190465739,-0.580620527327425,-0.8530306571124697,	47	+9_0,-0.6111700447012072,-0.6170858657368855,-0.6124358537649992,-0.8462172423771587
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49	−9_1,,,,,"predict requires that you use a DataFrame when predicting from a model	49	+9_2,-0.6150519193883908,-0.6210380783534493,-0.6151130408808143,0.3660680281099391
50	−that was "	50	+9_3,-0.5863301647012815,-0.5911587974047278,-0.5874183704540838,0.0039051981841993736
51	−9_2,-0.6098519300366266,-0.608971015453138,-0.6096314417059784,0.021307327107412496,	51	+9_4,-0.5792155749225609,-0.5831174127390657,-0.5798817359887425,0.06682725906244508
52	−9_3,-0.5925777083749647,-0.596248757747395,-0.5948496905802194,0.059337315306033415,
53	−9_4,-0.5587977262042823,-0.602389425752546,-0.5636814319690221,0.9265806565026173,

modified results/empirical/h4_seshat_summary.json +10 −10

				@@ -1,12 +1,12 @@
1	{	1	{
2	− "folds": 48,	2	+ "folds": 50,
3	− "hinge_beats_linear_share": 0.10416666666666667,	3	+ "hinge_beats_linear_share": 0.1,
4	− "spline_beats_linear_share": 0.08333333333333333,	4	+ "spline_beats_linear_share": 0.08,
5	− "mean_ll_linear": -0.6036253789830548,	5	+ "mean_ll_linear": -0.5997872195502219,
6	− "mean_ll_hinge": -0.6091715368629916,	6	+ "mean_ll_hinge": -0.6046239254037978,
7	− "mean_ll_spline": -0.60583805621027,	7	+ "mean_ll_spline": -0.6014858334143698,
8	− "median_knot": 0.08104350804004751,	8	+ "median_knot": 0.202378235149079,
9	− "insample_knot": 0.9186514745086101,	9	+ "insample_knot": 0.920093143962066,
10	− "insample_hinge_coef": -0.3374682573990433,	10	+ "insample_hinge_coef": -0.3443603832338329,
11	− "insample_P_coef": 0.2670438154031941	11	+ "insample_P_coef": 0.30680452291054316
12	}	12	}
	\ No newline at end of file

modified results/empirical/h5_modern_blocks.csv +10 −10

				@@ -1,11 +1,11 @@
1	model,term,coef,se,ci_lo,ci_hi,p,n,llf,within_block_coef,within_block_se,within_block_n,within_block_events	1	model,term,coef,se,ci_lo,ci_hi,p,n,llf,within_block_coef,within_block_se,within_block_n,within_block_events
2	−H5 leave-region-out: 1.0,P_modern_z,0.2934595045288704,0.09362115486969619,0.10996204098426585,0.4769569680734749,0.001721222205862824,13252,-5344.849628149383,1.0667363453334888,0.4315175343100045,1385,131	2	+H5 leave-region-out: 1.0,P_modern_z,0.2841377951798457,0.09443169996426125,0.09905166324989367,0.46922392710979777,0.002621748109935136,13252,-5366.3828023175465,1.0335849824903782,0.4356329138851846,1385,131
3	−H5 leave-region-out: 2.0,P_modern_z,0.32839169786350464,0.09899119399634705,0.13436895763066442,0.5224144380963449,0.0009086498400836919,12017,-4279.59797027817,0.542019287761248,0.29203183762582197,2620,773	3	+H5 leave-region-out: 2.0,P_modern_z,0.3183650238763444,0.09972386338879323,0.12290625163430968,0.5138237961183791,0.0014106364566658703,12017,-4291.6211287799615,0.5174918829944193,0.0011688525567695232,2620,773
4	−H5 leave-region-out: 3.0,P_modern_z,0.30259807281640266,0.09685131345583817,0.11276949844295986,0.49242664718984547,0.0017819415256266043,13175,-5045.818633583093,0.44875514382722154,0.35024594633340544,1462,281	4	+H5 leave-region-out: 3.0,P_modern_z,0.31149691939171553,0.09662656070583221,0.12210886040828439,0.5008849783751467,0.0012653731927697606,13175,-5031.154188124003,0.4407218734350489,0.35437247996298277,1462,281
5	−H5 leave-region-out: 4.0,P_modern_z,0.3122909808640708,0.1172783121558377,0.08242548903862892,0.5421564726895127,0.007748895907150537,11363,-4117.771450336368,0.3909917466737983,0.16736215744982263,3274,747	5	+H5 leave-region-out: 4.0,P_modern_z,0.30960453201573573,0.11709346166333906,0.08010134715559117,0.5391077168758803,0.008191318622849567,11363,-4117.813847544161,0.4065730879053219,0.16279134513708401,3274,747
6	−H5 leave-region-out: 5.0,P_modern_z,0.2944295644568827,0.096981539591355,0.10434574685782688,0.48451338205593847,0.002397917566488579,10717,-4849.915015269096,0.7808050613948634,0.28471969885156295,3920,350	6	+H5 leave-region-out: 5.0,P_modern_z,0.2788142288717914,0.09644752932402512,0.08977707139670218,0.4678513863468806,0.0038421553644664183,10717,-4862.268594361678,0.8043438237633437,0.31374606641791736,3920,350
7	−H5 leave-region-out: 6.0,P_modern_z,0.4699043430360989,0.09343697508522182,0.28676787186906416,0.6530408142031336,4.92774934321103e-07,12661,-4830.72668160546,0.2344469424651936,0.20575581085450534,1976,410	7	+H5 leave-region-out: 6.0,P_modern_z,0.4621726031921511,0.09585527476759832,0.2742962646476584,0.6500489417366437,1.4243505992963628e-06,12661,-4837.072874323702,0.24579387735919575,0.2008648589277254,1976,410
8	−H5 leave-period-out: 1900-1945,P_modern_z,0.41509039109077045,0.09907598554909457,0.22090145941454511,0.6092793227669958,2.7942620509638244e-05,12616,-4640.906505104742,0.298190061570195,0.18693134042787674,2021,554	8	+H5 leave-period-out: 1900-1945,P_modern_z,0.40744167261736297,0.10108847311661064,0.20930826530880614,0.6055750799259199,5.564759685625759e-05,12616,-4638.094917105327,0.2557350951523724,0.21252506991226583,2021,554
9	−H5 leave-period-out: 1946-1989,P_modern_z,0.3614935755750333,0.1131577434269858,0.13970439845814114,0.5832827526919255,0.0014002541509288856,8927,-3055.2555325813128,0.43543790099812424,0.12202001089038361,5710,1295	9	+H5 leave-period-out: 1946-1989,P_modern_z,0.36659808676293376,0.11501169370093983,0.1411751671090917,0.5920210064167758,0.001435157366035983,8927,-3054.630729244206,0.4357260858386482,0.12448585554959085,5710,1295
10	−H5 leave-period-out: 1990+,P_modern_z,0.4173530750764519,0.10624640481187518,0.20911012164517656,0.6255960285077273,8.559759609628999e-05,9285,-4036.4384324701446,0.3476491217304899,0.16089032312791085,5352,626	10	+H5 leave-period-out: 1990+,P_modern_z,0.4092766778339965,0.10820984967001644,0.1971853724807643,0.6213679831872287,0.00015541730448171513,9285,-4051.0633334586073,0.345611397184995,0.1606117168894054,5352,626
11	−H5 leave-period-out: pre-1900,P_modern_z,0.3940733263264095,0.09183407311667917,0.21407854301771834,0.5740681096351007,1.777541709685051e-05,13083,-5223.594464430906,0.6652900500332333,0.27695705329806547,1554,217	11	+H5 leave-period-out: pre-1900,P_modern_z,0.38849560536553623,0.09125844722362034,0.20962904880724037,0.567362161923832,2.0710314821567656e-05,13083,-5226.436878149341,0.6209085279141342,0.2867390130212488,1554,217

modified results/empirical/h5_seshat_blocks.csv +26 −16

				@@ -1,17 +1,27 @@
1	model,term,coef,se,ci_lo,ci_hi,p,n,llf,held_out_n,cov,within_block_coef,within_block_se,within_block_note	1	model,term,coef,se,ci_lo,ci_hi,p,n,llf,held_out_n,cov,within_block_coef,within_block_se,within_block_note
2	−H5 leave-region-out: Central_Asia,P_main_z,0.22461753717462926,0.08568439617091256,0.056676120679640646,0.3925589536696179,0.008755607460022404,84,-33.98018010262266,13,cluster,,,	2	+H5 leave-region-out: Central_Asia,P_main_z,0.27515761019713086,0.07950913109381542,0.11931971325325263,0.4309955071410091,0.0005387637909364285,89,-36.10733270101792,13,cluster,,,
3	−H5 leave-region-out: East_Asia,P_main_z,0.22949092621939032,0.10741782975894221,0.01895197989186359,0.44002987254691706,0.032644189769015154,64,-25.290043505196856,30,cluster,0.1894787513854881,0.18026279023912647,	3	+H5 leave-region-out: East_Asia,P_main_z,0.2693065132859207,0.10305807522769053,0.06731268583964725,0.4713003407321942,0.008971114432188641,70,-27.711243857679328,30,cluster,0.3619723498855383,0.08278298030821724,
4	−H5 leave-region-out: Europe,P_main_z,0.3268895933604762,0.12409157207287243,0.08367011209764622,0.5701090746233062,0.008432063416857781,72,-29.26015669527454,39,cluster,0.1955639812755721,0.16079169028537635,	4	+H5 leave-region-out: Europe,P_main_z,0.3658634834863271,0.09575882315010378,0.17817619011212366,0.5535507768605306,0.00013308613364338573,78,-31.70382145961424,39,cluster,0.18733798517850236,0.1640692307207324,
5	−H5 leave-region-out: North_Africa,P_main_z,0.22974877100833047,0.08248305650223646,0.06808198026394702,0.3914155617527139,0.005346079695852263,78,-31.17296980353798,12,cluster,,,	5	+H5 leave-region-out: North_Africa,P_main_z,0.28089627598165656,0.08049731604752351,0.12312153652851049,0.43867101543480264,0.00048390500341272596,83,-33.09047939182785,12,cluster,,,
6	−H5 leave-region-out: North_America,P_main_z,0.20972841272512133,0.08982747923234624,0.03366655342972269,0.38579027202051996,0.019554328408799768,85,-34.073542444671,13,cluster,,,	6	+H5 leave-region-out: North_America,P_main_z,0.26571214727644066,0.08782852847596129,0.09356823146355653,0.4378560630893248,0.0024834454033569138,89,-35.69145585220683,13,cluster,,,
7	−H5 leave-region-out: South_America,P_main_z,0.2612911504595587,0.08857096462904869,0.08769205978662326,0.43489024113249414,0.003176949178068867,84,-33.834765978355286,6,cluster,,,	7	+H5 leave-region-out: South_America,P_main_z,0.2853668570525785,0.08500317073108822,0.11876064241964562,0.45197307168551143,0.000787555291152723,90,-36.2624541247413,6,cluster,,,
8	−H5 leave-region-out: South_Asia,P_main_z,0.2247397891044831,0.08388398544018442,0.06032717764172163,0.3891524005672446,0.0073804040514512895,82,-33.10471855215352,5,cluster,,,	8	+H5 leave-region-out: South_Asia,P_main_z,0.26889297567428944,0.07764089293567109,0.1167168255203741,0.42106912582820477,0.0005336117265780286,88,-35.564372520499425,5,cluster,,,
9	−H5 leave-region-out: Southeast_Asia_Oceania,P_main_z,0.2138165550159248,0.0928771353592739,0.031777369711747966,0.3958557403201016,0.021327043621541645,81,-32.767722020452744,13,cluster,,,	9	+H5 leave-region-out: Southeast_Asia_Oceania,P_main_z,0.2549605690431976,0.08983625493018334,0.07888150938003824,0.4310396287063569,0.0045388827995877885,86,-34.922579241245586,13,cluster,,,
10	−H5 leave-region-out: Southwest_Asia,P_main_z,0.2350168697854773,0.09035439279804337,0.057922259901312306,0.41211147966964234,0.009293717891667684,70,-27.784628452091624,29,cluster,0.4370423994599299,0.23408049224027258,"P only, HC1"	10	+H5 leave-region-out: Southwest_Asia,P_main_z,0.263593460356472,0.08689016193092268,0.09328874297186357,0.43389817774108047,0.0024162266791965584,75,-29.944343190614347,29,cluster,0.4370423994599299,0.23408049224027258,"P only, HC1"
11	−H5 leave-region-out: Sub_Saharan_Africa,P_main_z,0.17661347291140242,0.06091719007720705,0.0572157803600766,0.2960111654627282,0.00374070034062224,83,-33.34228761918488,6,cluster,,,	11	+H5 leave-region-out: Sub_Saharan_Africa,P_main_z,0.2358202660302542,0.06490709458056071,0.1086023606523552,0.3630381714081532,0.0002799310486004802,89,-35.85749306172266,6,cluster,,,
12	−H5 leave-era-out: 1-1000,P_main_z,0.3190887539974902,0.13675894464751404,0.05104122248836268,0.5871362855066178,0.019636582812069914,66,-26.29352354427494,40,cluster,0.1269142179101019,0.17708762663627417,	12	+H5 leave-era-out: 1-1000,P_main_z,0.3355762863064805,0.13034449995603745,0.08010106639264714,0.5910515062203139,0.01003753554106607,71,-28.520809418154634,40,cluster,0.19289336825286396,0.1815761880042375,
13	−H5 leave-era-out: 1000BCE-0,P_main_z,0.2039775097457945,0.17425442481819425,-0.1375611628978662,0.5455161823894552,0.24177049020818997,69,-28.155236215435547,28,cluster,0.3403822063965426,0.08094658852142315,"P only, HC1"	13	+H5 leave-era-out: 1000BCE-0,P_main_z,0.2545627297798043,0.14565402764908042,-0.030919164412393285,0.5400446239720019,0.08051219967815564,73,-29.993128727358545,28,cluster,0.3897643260020236,0.14538638671995055,
14	−H5 leave-era-out: 1001-1500,P_main_z,0.26270215046394874,0.09973205586069862,0.06722732097697945,0.458176979950918,0.008436576503777686,65,-26.382990028716325,43,cluster,0.20461342489165785,0.09056084442259384,	14	+H5 leave-era-out: 1001-1500,P_main_z,0.3095867761993678,0.11174626857203544,0.09056408979817834,0.5286094626005573,0.0055979930197748995,70,-28.282566917092126,43,cluster,0.31569523321385995,0.15244223479375524,
15	−H5 leave-era-out: 1501-1800,P_main_z,0.22427320273746681,0.07269809954168585,0.08178492763576256,0.36676147783917107,0.002035562421909049,73,-28.58113736077386,31,cluster,0.29956643047710674,0.5237628215863569,	15	+H5 leave-era-out: 1501-1800,P_main_z,0.2665147962052255,0.0838845428965907,0.10210109212790774,0.43092850028254326,0.0014872384889550252,79,-31.05134575060387,31,cluster,0.3253352070442502,0.4825650747964485,
16	−H5 leave-era-out: post-1800,P_main_z,0.22446987921417064,0.10815421498099562,0.01248761785141922,0.43645214057692205,0.03794380919902884,81,-32.59740907232731,16,cluster,0.27884962464927154,0.15671393674391607,"P only, HC1"	16	+H5 leave-era-out: post-1800,P_main_z,0.2865341378245422,0.1212292040174225,0.04892489795039409,0.5241433776986902,0.01809963445688304,86,-34.923875791882445,16,cluster,0.20841914613811208,0.2639516725159931,
17	−H5 leave-era-out: pre-1000BCE,P_main_z,0.24236614160145775,0.107295830322746,0.03206631416887559,0.4526659690340399,0.023892163096172866,81,-32.648685699000914,8,cluster,,,	17	+H5 leave-era-out: pre-1000BCE,P_main_z,0.2934581954956873,0.11403545593855226,0.06994870185612487,0.5169676891352497,0.010070639470313926,86,-34.745470961911124,8,cluster,,,
		18	+H5 leave-sphere-out: Andes_Amazonia,P_main_z,0.2853668570525785,0.08500317073108822,0.11876064241964562,0.45197307168551143,0.000787555291152723,90,-36.2624541247413,6,cluster,,,
		19	+H5 leave-sphere-out: East_Asia,P_main_z,0.2693065132859207,0.10305807522769053,0.06731268583964725,0.4713003407321942,0.008971114432188641,70,-27.711243857679328,30,cluster,0.3619723498855383,0.08278298030821724,
		20	+H5 leave-sphere-out: Europe,P_main_z,0.3658634834863271,0.09575882315010378,0.17817619011212366,0.5535507768605306,0.00013308613364338573,78,-31.70382145961424,38,cluster,0.18733798517850236,0.1640692307207324,
		21	+H5 leave-sphere-out: Mesoamerica_North_America,P_main_z,0.26571214727644066,0.08782852847596129,0.09356823146355653,0.4378560630893248,0.0024834454033569138,89,-35.69145585220683,13,cluster,,,
		22	+H5 leave-sphere-out: Oceania,P_main_z,0.2780544787930974,0.09126189048290712,0.09918117344659946,0.45692778413959534,0.0023131051015460383,91,-36.87997079145606,6,cluster,,,
		23	+H5 leave-sphere-out: South_Asia,P_main_z,0.26889297567428944,0.07764089293567109,0.1167168255203741,0.42106912582820477,0.0005336117265780286,88,-35.564372520499425,5,cluster,,,
		24	+H5 leave-sphere-out: Southeast_Asia,P_main_z,0.27223178972723805,0.07664821409491533,0.122001290101204,0.4224622893532721,0.00038274476564112685,88,-35.53069173912429,7,cluster,,,
		25	+H5 leave-sphere-out: Steppe_Central_Asia,P_main_z,0.2793023284590123,0.07938601832177312,0.123705732548337,0.43489892436968763,0.0004343519861775372,91,-36.730263698205654,12,cluster,,,
		26	+H5 leave-sphere-out: Sub_Saharan_Africa,P_main_z,0.2358202660302542,0.06490709458056071,0.1086023606523552,0.3630381714081532,0.0002799310486004802,89,-35.85749306172266,6,cluster,,,
		27	+H5 leave-sphere-out: West_Asia_North_Africa,P_main_z,0.27391523317315986,0.088575945106398,0.10030638076461976,0.4475240855817,0.001985226078113957,63,-24.874251504899124,43,cluster,0.40098379854598604,0.39297894106624326,

added results/empirical/measurement_crisis_sample.json +10 −0

				@@ -0,0 +1,10 @@
		1	+{
		2	+ "K_mean_crisis_mean": 0.7118505889654014,
		3	+ "K_mean_crisis_share_gt_0.8": 0.39759036144578314,
		4	+ "K_mean_crisis_sd": 0.2404794264813821,
		5	+ "K_mean_all_mean": 0.5750918338128755,
		6	+ "K_mean_all_sd": 0.320249330735335,
		7	+ "corr_P_D_crisis": 0.6253693094460893,
		8	+ "corr_P_K_crisis": 0.021774079037550777,
		9	+ "dated_share_precrisis_facts": 0.0364737259424782
		10	+}
	\ No newline at end of file

modified results/logs/execution_log.md +2 −0

				@@ -30,3 +30,5 @@
30	| 2026-11-01 07:30 | 7 | `python -m wp35.visualization.make_all` (26 table fragments, 15 figures) ; `python -m wp35.validation.build_bib` (182 entries: Crossref by DOI + verified manual) | `paper/tables/*.tex`, `paper/figures/*.pdf`, `paper/references.bib` |	30	| 2026-11-01 07:30 | 7 | `python -m wp35.visualization.make_all` (26 table fragments, 15 figures) ; `python -m wp35.validation.build_bib` (182 entries: Crossref by DOI + verified manual) | `paper/tables/*.tex`, `paper/figures/*.pdf`, `paper/references.bib` |
31	| 2026-11-01 08:00 | 8 | Paper written (sections: introduction, literature [fork], theory [fork], data, methods, results_historical, results_modern, simulation, synthesis, limitations, conclusion, appendix) ; `latexmk -pdf main.tex` — fixes: `\input{}` → primitive `\input` in tabulars (misplaced \noalign), aer.bst header/month/underscore/encoding issues in references.bib, novelty table rotated | `paper/main.pdf` 73 pages, 0 undefined citations/references |	31	| 2026-11-01 08:00 | 8 | Paper written (sections: introduction, literature [fork], theory [fork], data, methods, results_historical, results_modern, simulation, synthesis, limitations, conclusion, appendix) ; `latexmk -pdf main.tex` — fixes: `\input{}` → primitive `\input` in tabulars (misplaced \noalign), aer.bst header/month/underscore/encoding issues in references.bib, novelty table rotated | `paper/main.pdf` 73 pages, 0 undefined citations/references |
32	| 2026-11-01 08:20 | 4 | `python -m wp35.econometrics.leakage_check` (fold-internal PCA loadings and standardization, LORO) | `results/empirical/h2_seshat_cv_noleakage.csv`: P beats D-only in 2/10 folds (main run: 3/10) ; amendment A-001 |	32	| 2026-11-01 08:20 | 4 | `python -m wp35.econometrics.leakage_check` (fold-internal PCA loadings and standardization, LORO) | `results/empirical/h2_seshat_cv_noleakage.csv`: P beats D-only in 2/10 folds (main run: 3/10) ; amendment A-001 |
		33	+| 2026-11-01 09:00 | 9 | Three adversarial reviews (independent agents) written to `docs/reviews/` | major revision ×3 |
		34	+| 2026-11-01 09:30 | 9 | Corrections A-002…A-007: crisis-level robustness variants (previously never computed), item-level CrisisDB analysis, cultural-sphere hold-outs, Cox periodization control, placebo respecified (was a tautology), epidemic covariate dropped, common sample, Wald test of β_D+β_K=0, unseen-FE-level mapping + polity-blocked folds, `t_since` left-censoring, simulation accounting (hops, every administrator charged, equal budgets, load-proportional allocation), Theorem 1 remark ; reruns: `build_indices`, `h2_seshat` (×3), `h2_modern` (background), `run_experiments` + `analyze` (×4), `make_all`, `latexmk` | `results/empirical/*` and `results/simulated/*` regenerated; `paper/main.pdf` 80 pages, 0 undefined; `docs/reviews/response_to_reviewers.md` |

modified results/logs/final_research_audit.md +12 −8

				@@ -67,27 +67,31 @@ Status codes: **DONE** (code ran, output exists, source traceable, limitations d
67	| Task | Status | Evidence |	67	| Task | Status | Evidence |
68	|---|---|---|	68	|---|---|---|
69	| All tables/figures generated by script | DONE | `src/wp35/visualization/make_all.py` (26 fragments, 15 figures) |	69	| All tables/figures generated by script | DONE | `src/wp35/visualization/make_all.py` (26 fragments, 15 figures) |
70	−| Tests | DONE | `tests/` — 11 passed |	70	+| Tests | DONE | `tests/` — 11 passed after revision |
71	| Clean-environment full reproduction | PARTIAL | every target was run in sequence from the venv in this session; a from-scratch `make all` on a second machine was not run |	71	| Clean-environment full reproduction | PARTIAL | every target was run in sequence from the venv in this session; a from-scratch `make all` on a second machine was not run |
72		72
73	## Phase 8 — Paper	73	## Phase 8 — Paper
74	| Task | Status | Evidence |	74	| Task | Status | Evidence |
75	|---|---|---|	75	|---|---|---|
76	−| LaTeX manuscript compiled, references resolved, figures present | DONE | `paper/main.pdf` 73 pp.; 0 undefined citations/references; 6 small overfull boxes |	76	+| LaTeX manuscript compiled, references resolved, figures present | DONE | `paper/main.pdf` 80 pp. after revision; 0 undefined citations/references; 8 small overfull boxes |
77	| Abstract written after analyses | DONE | — |	77	| Abstract written after analyses | DONE | — |
78		78
79	## Phase 9 — Adversarial review	79	## Phase 9 — Adversarial review
80	| Task | Status | Evidence |	80	| Task | Status | Evidence |
81	|---|---|---|	81	|---|---|---|
82	−| Three independent reviews | see `docs/reviews/` | filled in below after the reviews |	82	+| Three independent reviews (institutional economist, historical anthropologist, computational social scientist) | DONE — all three: major revision | `docs/reviews/review_*.md` |
83	−| Response to reviewers and implemented corrections | see `docs/reviews/response_to_reviewers.md` | filled in below |	83	+| Response to reviewers and implemented corrections | DONE — 25 points fixed with reruns (A-002…A-007), 6 accepted as unfixable and stated, 3 declined with reasons | `docs/reviews/response_to_reviewers.md`; `research/decisions.md` |
		84	+| Defects found by review that violated repository rule 1 (text–results mismatch) | FIXED | five robustness variants never computed → computed; placebo tautology → respecified; failed CV folds misreported → repaired |
84		85
85	## Blocked / requires PI	86	## Blocked / requires PI
86	- Creation of the spbgit remote `wp35_uqo.git` and `git push` (authorization).	87	- Creation of the spbgit remote `wp35_uqo.git` and `git push` (authorization).
87	- Any external publication (SSRN) and the website entry (`spboucher.ai`).	88	- Any external publication (SSRN) and the website entry (`spboucher.ai`).
88	- Equinox-2020 replication (not blocked, simply not executed).	89	- Equinox-2020 replication (not blocked, simply not executed).
89		90
90	−## Headline verdict (for the record)	91	+## Headline verdict (for the record, after revision)
91	−H1 supported as association (all datasets). H2 **not supported** beyond baselines in either panel (pre-registered rule).	92	+H1 supported as association (all datasets). H2 **not supported** beyond baselines in either panel (pre-registered rule);
92	−H3 supported in operating-cost sense (SIMULATED), refuted in total-cost sense at short horizons. H4 rejected in Seshat;	93	+the restriction β_D+β_K=0 is rejected in the modern panel; the Seshat placebo is not distinguishable from P; higher K
93	−marginal in modern panel. H5: sign stable in every held-out block. Universal framing abandoned per pre-registration §7.	94	+predicts shorter polity durations (against the hypothesis). H3 supported in operating-cost sense (SIMULATED; success
		95	+effects are parameters), refuted in total-cost sense at short horizons; central hierarchies fragile at equal budgets.
		96	+H4 rejected in Seshat; not rejected but small in the modern panel. H5: sign stable in every held-out block (regions, eras,
		97	+cultural spheres, periods). Universal framing abandoned per pre-registration §7.

modified results/logs/h2_modern_run.log +77 −74

				@@ -3,96 +3,99 @@
3	/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals	3	/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
4	warnings.warn("Maximum Likelihood optimization failed to "	4	warnings.warn("Maximum Likelihood optimization failed to "
5	=== PRIMARY ===	5	=== PRIMARY ===
6	− model term coef se p n events	6	+ model term coef se p n events error
7	− C1 primary: Y456 ~ P + X + region FE + year FE P_modern_z 0.398 0.089 0.000 14637 2692.0	7	+ C1 primary: Y456 ~ P + X + region FE + year FE P_modern_z 0.392 0.089 0.000 14637.0 2692.0 NaN
8	− C2: Y456 ~ P + FE only P_modern_z 0.723 0.080 0.000 15687 2981.0	8	+ C2: Y456 ~ P + FE only P_modern_z 0.723 0.080 0.000 15687.0 2981.0 NaN
9	− C3: Y456 ~ P + K + X + FE (P given K) P_modern_z 0.229 0.094 0.015 14637 2692.0	9	+ C3: Y456 ~ P + K + X + FE (reparametrization of B5: beta_P = beta_D) P_modern_z 0.225 0.094 0.017 14637.0 2692.0 NaN
10	− B1 baseline population only D_modern_z 0.126 0.071 0.076 14754 2710.0	10	+ C3: Y456 ~ P + K + X + FE (reparametrization of B5: beta_P = beta_D) K_modern_z -0.535 0.150 0.000 14637.0 NaN NaN
11	− B2 baseline capacity only K_modern_z -0.632 0.126 0.000 15675 2957.0	11	+ C3: Y456 ~ P + K + X + FE (reparametrization of B5: beta_P = beta_D) NaN NaN NaN NaN NaN NaN 'D_modern_z'
12	− B3 baseline development (gdppc) only log_gdppc -0.557 0.095 0.000 15862 2980.0	12	+ B1 baseline population only D_modern_z 0.122 0.071 0.088 14754.0 2710.0 NaN
13	− B4 baseline persistence y456_b5 0.136 0.133 0.307 15806 2968.0	13	+ B2 baseline capacity only K_modern_z -0.631 0.131 0.000 15675.0 2957.0 NaN
14	− B5 D and K separately D_modern_z 0.170 0.070 0.015 14637 2692.0	14	+ B3 baseline development (gdppc) only log_gdppc -0.582 0.096 0.000 15862.0 2980.0 NaN
15	− B5 D and K separately K_modern_z -0.707 0.137 0.000 14637 NaN	15	+ B4 baseline persistence y456_b5 0.246 0.138 0.076 15806.0 2968.0 NaN
16	− Placebo: P with polyarchy in place of K (polyarchy not separately controlled) P_placebo_z 0.197 0.059 0.001 14754 2710.0	16	+ B5 D and K separately D_modern_z 0.166 0.070 0.017 14637.0 2692.0 NaN
17	− Placebo comparison: P_main with the same controls as the placebo P_modern_z 0.446 0.083 0.000 14676 2706.0	17	+ B5 D and K separately K_modern_z -0.701 0.139 0.000 14637.0 NaN NaN
18	−Negative control: past events (t-5..t-1) ~ P_t + gdppc + polyarchy + FE (no duration terms) P_modern_z 0.436 0.098 0.000 14608 2757.0	18	+ B5 Wald test of beta_D + beta_K = 0 (restriction implied by P) D+K -0.535 0.150 0.000 14637.0 NaN NaN
19	− Forward comparison for the negative control: future events ~ P_t + gdppc + polyarchy + FE P_modern_z 0.475 0.099 0.000 14637 2692.0	19	+ Placebo: P with polyarchy in place of K (polyarchy not separately controlled) P_placebo_z 0.202 0.058 0.000 14754.0 2710.0 NaN
20	− C4: conditional logit, country FE + decade FE P_modern_z 1.314 0.098 0.000 14637 2692.0	20	+ Placebo comparison: P_main with the same controls as the placebo P_modern_z 0.448 0.082 0.000 14676.0 2706.0 NaN
21	− C5: linear probability, country + year FE P_modern_z_dm 0.111 0.031 0.000 14637 2692.0	21	+Negative control: past events (t-5..t-1) ~ P_t + gdppc + polyarchy + FE (no duration terms) P_modern_z 0.436 0.098 0.000 14608.0 2757.0 NaN
		22	+ Forward comparison for the negative control: future events ~ P_t + gdppc + polyarchy + FE P_modern_z 0.475 0.099 0.000 14637.0 2692.0 NaN
		23	+ C4: conditional logit, country FE + decade FE P_modern_z 1.329 0.099 0.000 14637.0 2692.0 NaN
		24	+ C5: linear probability, country + year FE P_modern_z_dm 0.109 0.032 0.001 14637.0 2692.0 NaN
22		25
23	=== OOS wins ===	26	=== OOS wins ===
24	model baseline folds win_share mean_diff scheme metric	27	model baseline folds win_share mean_diff scheme metric
25	− C1 P B0 FE+X 2 0.500 -0.000 forward oos_loglik	28	+ C1 P B0 FE+X 3 0.667 0.003 forward oos_loglik
26	− C1 P B0 FE+X 2 1.000 0.005 forward auc	29	+ C1 P B0 FE+X 3 1.000 0.009 forward auc
27	− C1 P B1 D 2 0.500 0.000 forward oos_loglik	30	+ C1 P B1 D 3 0.667 0.002 forward oos_loglik
28	− C1 P B1 D 2 1.000 0.004 forward auc	31	+ C1 P B1 D 3 1.000 0.008 forward auc
29	− C1 P B2 K 2 0.000 -0.003 forward oos_loglik	32	+ C1 P B2 K 3 0.333 0.022 forward oos_loglik
30	− C1 P B2 K 2 0.000 -0.004 forward auc	33	+ C1 P B2 K 3 0.333 0.007 forward auc
31	− C1 P B4 persistence 2 1.000 0.002 forward oos_loglik	34	+ C1 P B4 persistence 3 0.667 0.005 forward oos_loglik
32	− C1 P B4 persistence 2 1.000 0.010 forward auc	35	+ C1 P B4 persistence 3 1.000 0.014 forward auc
33	− C1 P B5 D+K 2 0.000 -0.002 forward oos_loglik	36	+ C1 P B5 D+K 3 0.333 0.022 forward oos_loglik
34	− C1 P B5 D+K 2 0.000 -0.006 forward auc	37	+ C1 P B5 D+K 3 0.333 0.006 forward auc
35	− C1 P B0 FE+X 6 0.833 -0.000 loro oos_loglik	38	+ C1 P B0 FE+X 6 0.667 -0.003 loro oos_loglik
36	− C1 P B0 FE+X 6 0.833 0.008 loro auc	39	+ C1 P B0 FE+X 6 0.833 0.007 loro auc
37	− C1 P B1 D 6 0.833 0.001 loro oos_loglik	40	+ C1 P B1 D 6 0.667 -0.001 loro oos_loglik
38	C1 P B1 D 6 1.000 0.007 loro auc	41	C1 P B1 D 6 1.000 0.007 loro auc
39	− C1 P B2 K 6 0.167 -0.009 loro oos_loglik	42	+ C1 P B2 K 6 0.167 -0.013 loro oos_loglik
40	− C1 P B2 K 6 0.500 0.002 loro auc	43	+ C1 P B2 K 6 0.500 0.001 loro auc
41	− C1 P B4 persistence 6 0.833 -0.001 loro oos_loglik	44	+ C1 P B4 persistence 6 0.500 -0.005 loro oos_loglik
42	− C1 P B4 persistence 6 0.667 0.008 loro auc	45	+ C1 P B4 persistence 6 0.833 0.007 loro auc
43	− C1 P B5 D+K 6 0.167 -0.008 loro oos_loglik	46	+ C1 P B5 D+K 6 0.167 -0.011 loro oos_loglik
44	C1 P B5 D+K 6 0.500 -0.001 loro auc	47	C1 P B5 D+K 6 0.500 -0.001 loro auc
45		48
46	=== OOS summary ===	49	=== OOS summary ===
47	scheme model oos_loglik auc brier calibration_slope	50	scheme model oos_loglik auc brier calibration_slope
48	−forward B0 FE+X -0.334 0.768 0.102 0.966	51	+forward B0 FE+X -0.425 0.722 0.137 0.790
49	−forward B1 D -0.334 0.769 0.103 0.957	52	+forward B1 D -0.424 0.724 0.137 0.787
50	−forward B2 K -0.331 0.777 0.101 0.986	53	+forward B2 K -0.444 0.724 0.146 0.772
51	−forward B4 persistence -0.336 0.763 0.103 0.951	54	+forward B4 persistence -0.427 0.718 0.138 0.781
52	−forward B5 D+K -0.332 0.779 0.102 0.973	55	+forward B5 D+K -0.443 0.726 0.146 0.766
53	−forward C1 P -0.334 0.773 0.103 0.951	56	+forward C1 P -0.422 0.732 0.136 0.790
54	− loro B0 FE+X -0.518 0.674 0.142 0.437	57	+ loro B0 FE+X -0.527 0.671 0.142 0.396
55	− loro B1 D -0.519 0.674 0.142 0.437	58	+ loro B1 D -0.528 0.671 0.143 0.396
56	− loro B2 K -0.509 0.680 0.139 0.430	59	+ loro B2 K -0.517 0.677 0.140 0.395
57	− loro B4 persistence -0.517 0.674 0.141 0.437	60	+ loro B4 persistence -0.525 0.671 0.142 0.404
58	− loro B5 D+K -0.510 0.683 0.140 0.431	61	+ loro B5 D+K -0.519 0.679 0.141 0.393
59	− loro C1 P -0.518 0.681 0.142 0.435	62	+ loro C1 P -0.530 0.678 0.143 0.392
60		63
61	=== H4 === {	64	=== H4 === {
62	"folds": 15,	65	"folds": 15,
63	− "hinge_beats_linear_share": 0.8,	66	+ "hinge_beats_linear_share": 0.7333333333333333,
64	− "spline_beats_linear_share": 0.8666666666666667,	67	+ "spline_beats_linear_share": 0.8,
65	− "mean_ll_linear": -0.409645164238164,	68	+ "mean_ll_linear": -0.4113670936056255,
66	− "mean_ll_hinge": -0.4086639943897043,	69	+ "mean_ll_hinge": -0.41084128380745744,
67	− "mean_ll_spline": -0.40637513694095,	70	+ "mean_ll_spline": -0.40877957013035415,
68	"median_knot": -0.08085854020686861	71	"median_knot": -0.08085854020686861
69	}	72	}
70		73
71	=== H5 ===	74	=== H5 ===
72	model coef se p n within_block_coef within_block_se within_block_n within_block_events	75	model coef se p n within_block_coef within_block_se within_block_n within_block_events
73	− H5 leave-region-out: 1.0 0.293 0.094 0.002 13252 1.067 0.432 1385 131	76	+ H5 leave-region-out: 1.0 0.284 0.094 0.003 13252 1.034 0.436 1385 131
74	− H5 leave-region-out: 2.0 0.328 0.099 0.001 12017 0.542 0.292 2620 773	77	+ H5 leave-region-out: 2.0 0.318 0.100 0.001 12017 0.517 0.001 2620 773
75	− H5 leave-region-out: 3.0 0.303 0.097 0.002 13175 0.449 0.350 1462 281	78	+ H5 leave-region-out: 3.0 0.311 0.097 0.001 13175 0.441 0.354 1462 281
76	− H5 leave-region-out: 4.0 0.312 0.117 0.008 11363 0.391 0.167 3274 747	79	+ H5 leave-region-out: 4.0 0.310 0.117 0.008 11363 0.407 0.163 3274 747
77	− H5 leave-region-out: 5.0 0.294 0.097 0.002 10717 0.781 0.285 3920 350	80	+ H5 leave-region-out: 5.0 0.279 0.096 0.004 10717 0.804 0.314 3920 350
78	− H5 leave-region-out: 6.0 0.470 0.093 0.000 12661 0.234 0.206 1976 410	81	+ H5 leave-region-out: 6.0 0.462 0.096 0.000 12661 0.246 0.201 1976 410
79	−H5 leave-period-out: 1900-1945 0.415 0.099 0.000 12616 0.298 0.187 2021 554	82	+H5 leave-period-out: 1900-1945 0.407 0.101 0.000 12616 0.256 0.213 2021 554
80	−H5 leave-period-out: 1946-1989 0.361 0.113 0.001 8927 0.435 0.122 5710 1295	83	+H5 leave-period-out: 1946-1989 0.367 0.115 0.001 8927 0.436 0.124 5710 1295
81	− H5 leave-period-out: 1990+ 0.417 0.106 0.000 9285 0.348 0.161 5352 626	84	+ H5 leave-period-out: 1990+ 0.409 0.108 0.000 9285 0.346 0.161 5352 626
82	− H5 leave-period-out: pre-1900 0.394 0.092 0.000 13083 0.665 0.277 1554 217	85	+ H5 leave-period-out: pre-1900 0.388 0.091 0.000 13083 0.621 0.287 1554 217
83		86
84	=== ROBUSTNESS ===	87	=== ROBUSTNESS ===
85	model term coef se p n events oster_beta_full oster_beta_short partial_r2_P robustness_value	88	model term coef se p n events oster_beta_full oster_beta_short partial_r2_P robustness_value
86	− R: horizon h=1 P_modern_z 0.3258 0.0908 0.0003 14635 902.0 NaN NaN NaN NaN	89	+ R: horizon h=1 P_modern_z 0.3214 0.0908 0.0004 14635 902.0 NaN NaN NaN NaN
87	− R: horizon h=3 P_modern_z 0.3860 0.0871 0.0000 14636 1911.0 NaN NaN NaN NaN	90	+ R: horizon h=3 P_modern_z 0.3802 0.0874 0.0000 14636 1911.0 NaN NaN NaN NaN
88	− R: horizon h=10 P_modern_z 0.4532 0.1005 0.0000 14639 4143.0 NaN NaN NaN NaN	91	+ R: horizon h=10 P_modern_z 0.4484 0.0995 0.0000 14639 4143.0 NaN NaN NaN NaN
89	− R: component y4_f5 P_modern_z 1.0108 0.1970 0.0000 10279 566.0 NaN NaN NaN NaN	92	+ R: component y4_f5 P_modern_z 1.0157 0.1935 0.0000 10279 566.0 NaN NaN NaN NaN
90	− R: component y5_f5 P_modern_z 0.1957 0.1369 0.1529 10853 1460.0 NaN NaN NaN NaN	93	+ R: component y5_f5 P_modern_z 0.1926 0.1369 0.1594 10853 1460.0 NaN NaN NaN NaN
91	− R: component y6_f5 P_modern_z 0.2452 0.0940 0.0091 14636 2068.0 NaN NaN NaN NaN	94	+ R: component y6_f5 P_modern_z 0.2401 0.0937 0.0104 14636 2068.0 NaN NaN NaN NaN
92	− R: K = PC1 P_modern_pc1_z 0.3972 0.0895 0.0000 14637 2692.0 NaN NaN NaN NaN	95	+ R: K = PC1 P_modern_pc1_z 0.3915 0.0896 0.0000 14637 2692.0 NaN NaN NaN NaN
93	− R: standardized within year P_modern_within_year_z 0.4091 0.0909 0.0000 14637 2692.0 NaN NaN NaN NaN	96	+ R: standardized within year P_modern_within_year_z 0.4037 0.0909 0.0000 14637 2692.0 NaN NaN NaN NaN
94	− R: D = (log pop + log area)/2 P_modern_area_z 0.3520 0.0979 0.0003 11735 2359.0 NaN NaN NaN NaN	97	+ R: D = (log pop + log area)/2 P_modern_area_z 0.3459 0.0980 0.0004 11735 2359.0 NaN NaN NaN NaN
95	− R: years ≥ 1900 P_modern_z 0.3941 0.0918 0.0000 13083 2475.0 NaN NaN NaN NaN	98	+ R: years ≥ 1900 P_modern_z 0.3885 0.0913 0.0000 13083 2475.0 NaN NaN NaN NaN
96	− R: polyarchy not controlled P_modern_z 0.4463 0.0828 0.0000 14676 2706.0 NaN NaN NaN NaN	99	+ R: polyarchy not controlled P_modern_z 0.4477 0.0820 0.0000 14676 2706.0 NaN NaN NaN NaN
97	− R: + persistence control P_modern_z 0.3904 0.0888 0.0000 14598 2682.0 NaN NaN NaN NaN	100	+ R: + persistence control P_modern_z 0.3885 0.0885 0.0000 14598 2682.0 NaN NaN NaN NaN
98	−Sensitivity (LPM): Oster bias-adjusted β at Rmax=1.3·R² (δ=1); Cinelli–Hazlett RV P_modern_z -0.0238 NaN NaN 14637 NaN 0.0383 0.0819 0.0056 0.0719	101	+Sensitivity (LPM): Oster bias-adjusted β at Rmax=1.3·R² (δ=1); Cinelli–Hazlett RV P_modern_z -0.0303 NaN NaN 14637 NaN 0.0367 0.0819 0.0051 0.0689

modified results/logs/h2_seshat_run.log +124 −99

				@@ -1,115 +1,140 @@
1	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals	1	+
2	− warnings.warn("Maximum Likelihood optimization failed to "	2	+=== ITEM LEVEL ===
3	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals	3	+ item n share_present coef_P_main_z se_P_main_z coef_D_pc1_z se_D_pc1_z coef_K_mean_z se_K_mean_z
4	− warnings.warn("Maximum Likelihood optimization failed to "	4	+ decline 93 0.409 1.114 0.364 0.593 0.287 0.101 0.260
5	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals	5	+ collapse 126 0.016 5.697 2.605 -0.489 0.479 -0.994 0.393
6	− warnings.warn("Maximum Likelihood optimization failed to "	6	+ downward_mobility 123 0.447 0.281 0.180 0.199 0.188 0.045 0.196
7	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/discrete/discrete_model.py:2385: RuntimeWarning: overflow encountered in exp	7	+ extermination 122 0.139 0.321 0.336 0.545 0.284 0.460 0.240
8	− return 1/(1+np.exp(-X))	8	+ uprising 123 0.455 0.153 0.191 0.466 0.227 0.515 0.239
9	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/discrete/discrete_model.py:2443: RuntimeWarning: divide by zero encountered in log	9	+ revolution 117 0.171 0.497 0.254 0.659 0.407 0.566 0.383
10	− return np.sum(np.log(self.cdf(q * linpred)))	10	+successful_revolution 121 0.099 0.586 0.273 1.100 0.576 1.437 0.937
11	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals	11	+ civil_war 124 0.540 0.307 0.212 0.449 0.191 0.350 0.199
12	− warnings.warn("Maximum Likelihood optimization failed to "	12	+ century_plus 126 0.056 -0.726 0.360 -0.871 0.378 -0.521 0.318
13	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals	13	+ fragmentation 127 0.346 0.207 0.192 0.122 0.197 -0.003 0.190
14	− warnings.warn("Maximum Likelihood optimization failed to "	14	+ capital 116 0.181 0.059 0.233 0.121 0.228 0.127 0.234
15	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals	15	+ conquest 124 0.395 -0.117 0.189 -0.055 0.194 0.027 0.189
16	− warnings.warn("Maximum Likelihood optimization failed to "	16	+ assassination 115 0.400 0.519 0.206 0.659 0.238 0.387 0.249
17	−/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/social-compression-hypothesis/.venv/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals	17	+ depose 113 0.496 0.223 0.198 0.544 0.207 0.561 0.232
18	− warnings.warn("Maximum Likelihood optimization failed to "	18	+ {'mean_interitem_corr': 0.07944663342813164, 'median_interitem_corr': 0.066622495165543, 'first_eigen_share': 0.18913552099018466, 'n_items': 14}
		19	+corr(K_mean, polities per NGA) = 0.292
19	=== PRIMARY (Y1 fractional logit, cluster region) ===	20	=== PRIMARY (Y1 fractional logit, cluster region) ===
20	− model term coef se p n	21	+ model term coef se p n
21	− A1 primary: Y1 ~ P + FE P_main_z 0.196 0.056 0.000 127	22	+ A1 primary: Y1 ~ P + FE P_main_z 0.196 0.056 0.000 127
22	− A2: Y1 ~ P + X + FE P_main_z 0.204 0.085 0.016 87	23	+ A2: Y1 ~ P + X + FE P_main_z 0.243 0.086 0.004 93
23	− A3: Y1 ~ P + D + K + X + FE (P given components) P_main_z 0.204 0.083 0.014 87	24	+ A3: Y1 ~ P + complexity PC1 + X + FE P_main_z 0.243 0.087 0.005 93
24	− B1 baseline D only D_pc1_z 0.257 0.138 0.063 94	25	+ B1 baseline D only D_pc1_z 0.416 0.173 0.016 93
25	− B2 baseline K only K_mean_z -0.034 0.195 0.861 93	26	+ B2 baseline K only K_mean_z 0.041 0.248 0.870 93
26	− B3 baseline complexity PC1 complexity_pc1_z -0.010 0.240 0.966 100	27	+ B3 baseline complexity PC1 complexity_pc1_z 0.078 0.313 0.803 93
27	− B4 baseline persistence prior_crisis_nga 0.345 0.242 0.155 100	28	+ B4 baseline persistence prior_crisis_nga 0.373 0.202 0.065 93
28	− B5 D and K separately D_pc1_z 0.341 0.164 0.038 87	29	+ B5 D and K separately D_pc1_z 0.440 0.170 0.010 93
29	− B5 D and K separately K_mean_z -0.213 0.193 0.271 87	30	+ B5 D and K separately K_mean_z -0.126 0.188 0.503 93
30	− Placebo: P built with production infrastructure instead of K P_placebo 0.257 0.138 0.063 94	31	+ B5 Wald test of beta_D + beta_K = 0 (restriction implied by P) D+K 0.314 0.257 0.222 93
31	−A1b: Y1b ~ P + region FE (logit, HC1; era FE dropped: separation) P_main_z -0.178 0.203 0.381 123	32	+Placebo: P built with production infrastructure instead of K (X = warfare only) P_placebo 0.192 0.166 0.247 93
32	− A2b: Y1b ~ P + X + region FE (logit, HC1) P_main_z 0.184 0.324 0.571 86	33	+ Placebo comparison: P with the same controls (X = warfare only) P_main_z 0.290 0.079 0.000 93
33	− A3b: Y1b ~ P (logit, HC1, no FE) P_main_z -0.068 0.180 0.703 123	34	+ A1b: Y1b ~ P + region FE (logit, HC1; era FE dropped: separation) P_main_z -0.178 0.203 0.381 123
34	− Exploratory: reform consequences ~ P + X + FE P_main_z -0.015 0.181 0.935 86	35	+ A2b: Y1b ~ P + X + region FE (logit, HC1) P_main_z 0.254 0.316 0.422 91
		36	+ A3b: Y1b ~ P (logit, HC1, no FE) P_main_z -0.068 0.180 0.703 123
		37	+ Exploratory: reform consequences ~ P + X + FE P_main_z -0.013 0.164 0.937 91
35		38
36	=== ROBUSTNESS ===	39	=== ROBUSTNESS ===
37	− model term coef se p n	40	+ model term coef se p n
38	− R: K = IRT latent _P 0.146 0.088 0.098 94	41	+ R: K = IRT latent _P 0.175 0.082 0.032 100
39	− R: D = log population only _P 0.265 0.105 0.011 70	42	+ R: D = log population only _P 0.279 0.109 0.010 76
40	− R: K = PC1 of blocks _P 0.206 0.084 0.014 87	43	+ R: K = PC1 of blocks _P 0.247 0.084 0.003 93
41	− R: quasi-polities dropped P_main_z 0.153 0.107 0.154 83	44	+ R: D at lower bounds _P 0.237 0.087 0.007 93
42	−R: crises starting ≥25 years after polity start P_main_z 0.250 0.091 0.006 76	45	+ R: D at upper bounds _P 0.244 0.085 0.004 93
43	− R: ≥12 of 14 items coded P_main_z 0.184 0.091 0.043 84	46	+ R: inferred codes dropped _P 0.131 0.060 0.029 77
44	− R: no era FE P_main_z 0.252 0.105 0.017 87	47	+ R: standardized within era _P 0.265 0.091 0.004 93
45	− R: no region FE P_main_z 0.232 0.084 0.005 87	48	+ R: standardized within macro-region _P 0.224 0.085 0.008 93
46	− R: no FE P_main_z 0.240 0.097 0.013 87	49	+ R: rank-based P _P 0.185 0.076 0.016 93
47	− R: SE clustered by NGA P_main_z 0.204 0.085 0.016 87	50	+ R: D without settlement hierarchy _P 0.249 0.074 0.001 84
48	− R: SE clustered by polity P_main_z 0.204 0.096 0.033 87	51	+ R: K without administrative levels _P 0.250 0.088 0.005 94
		52	+ R: both hierarchy indicators removed _P 0.247 0.068 0.000 85
		53	+ R: quasi-polities dropped P_main_z 0.205 0.101 0.042 87
		54	+R: crises starting ≥25 years after polity start P_main_z 0.305 0.095 0.001 79
		55	+ R: ≥12 of 14 items coded P_main_z 0.250 0.091 0.006 88
		56	+ R: no era FE P_main_z 0.296 0.111 0.008 93
		57	+ R: no region FE P_main_z 0.277 0.079 0.000 93
		58	+ R: no FE P_main_z 0.288 0.095 0.002 93
		59	+ R: SE clustered by NGA P_main_z 0.243 0.074 0.001 93
		60	+ R: SE clustered by polity P_main_z 0.243 0.088 0.006 93
49		61
50	=== OOS wins of A2 over baselines ===	62	=== OOS wins of A2 over baselines ===
51	model baseline folds win_share mean_diff scheme	63	model baseline folds win_share mean_diff scheme
52	− A2 P B0 FE only 10 0.800 0.010 loro	64	+ A2 P B0 FE only 10 1.00 0.016 loro
53	− A2 P B1 D only 10 0.300 -0.003 loro	65	+ A2 P B1 D only 10 0.20 -0.004 loro
54	− A2 P B2 K only 10 0.700 0.010 loro	66	+ A2 P B2 K only 10 1.00 0.017 loro
55	− A2 P B3 complexity 10 0.800 0.011 loro	67	+ A2 P B3 complexity 10 1.00 0.017 loro
56	− A2 P B4 persistence 10 0.700 0.003 loro	68	+ A2 P B4 persistence 10 0.70 0.011 loro
57	− A2 P B5 D+K 10 0.200 -0.003 loro	69	+ A2 P B5 D+K 10 0.20 -0.004 loro
58	− A2 P B0 FE only 48 0.792 0.004 kfold	70	+ A2 P B0 FE only 50 0.86 0.008 kfold
59	− A2 P B1 D only 48 0.750 0.002 kfold	71	+ A2 P B1 D only 50 0.42 -0.001 kfold
60	− A2 P B2 K only 48 0.812 0.005 kfold	72	+ A2 P B2 K only 50 0.84 0.011 kfold
61	− A2 P B3 complexity 48 0.854 0.005 kfold	73	+ A2 P B3 complexity 50 0.84 0.011 kfold
62	− A2 P B4 persistence 48 0.688 0.002 kfold	74	+ A2 P B4 persistence 50 0.78 0.005 kfold
63	− A2 P B5 D+K 48 0.750 0.002 kfold	75	+ A2 P B5 D+K 50 0.44 0.001 kfold
64		76
65	=== Y1b OOS summary ===	77	=== Y1b OOS summary ===
66	model oos_loglik auc brier	78	model oos_loglik auc brier
67	− A2 P -1.350 0.633 0.258	79	+ A2 P -1.192 0.702 0.219
68	− B0 FE only -1.278 0.641 0.249	80	+ B0 FE only -1.172 0.716 0.214
69	− B1 D only -1.339 0.634 0.257	81	+ B1 D only -1.196 0.703 0.218
70	− B2 K only -1.318 0.630 0.259	82	+ B2 K only -1.191 0.708 0.218
71	− B3 complexity -1.322 0.629 0.261	83	+ B3 complexity -1.194 0.703 0.220
72	−B4 persistence -1.341 0.624 0.263	84	+B4 persistence -1.206 0.702 0.224
73	− B5 D+K -1.396 0.621 0.268	85	+ B5 D+K -1.216 0.693 0.223
74		86
75	=== H4 === {	87	=== H4 === {
76	− "folds": 48,	88	+ "folds": 50,
77	− "hinge_beats_linear_share": 0.10416666666666667,	89	+ "hinge_beats_linear_share": 0.1,
78	− "spline_beats_linear_share": 0.08333333333333333,	90	+ "spline_beats_linear_share": 0.08,
79	− "mean_ll_linear": -0.6036253789830548,	91	+ "mean_ll_linear": -0.5997872195502219,
80	− "mean_ll_hinge": -0.6091715368629916,	92	+ "mean_ll_hinge": -0.6046239254037978,
81	− "mean_ll_spline": -0.60583805621027,	93	+ "mean_ll_spline": -0.6014858334143698,
82	− "median_knot": 0.08104350804004751,	94	+ "median_knot": 0.202378235149079,
83	− "insample_knot": 0.9186514745086101,	95	+ "insample_knot": 0.920093143962066,
84	− "insample_hinge_coef": -0.3374682573990433,	96	+ "insample_hinge_coef": -0.3443603832338329,
85	− "insample_P_coef": 0.2670438154031941	97	+ "insample_P_coef": 0.30680452291054316
86	}	98	}
87		99
88	=== H5 ===	100	=== H5 ===
89	− model coef se p n held_out_n within_block_coef within_block_se	101	+ model coef se p n held_out_n within_block_coef within_block_se
90	− H5 leave-region-out: Central_Asia 0.225 0.086 0.009 84 13 NaN NaN	102	+ H5 leave-region-out: Central_Asia 0.275 0.080 0.001 89 13 NaN NaN
91	− H5 leave-region-out: East_Asia 0.229 0.107 0.033 64 30 0.189 0.180	103	+ H5 leave-region-out: East_Asia 0.269 0.103 0.009 70 30 0.362 0.083
92	− H5 leave-region-out: Europe 0.327 0.124 0.008 72 39 0.196 0.161	104	+ H5 leave-region-out: Europe 0.366 0.096 0.000 78 39 0.187 0.164
93	− H5 leave-region-out: North_Africa 0.230 0.082 0.005 78 12 NaN NaN	105	+ H5 leave-region-out: North_Africa 0.281 0.080 0.000 83 12 NaN NaN
94	− H5 leave-region-out: North_America 0.210 0.090 0.020 85 13 NaN NaN	106	+ H5 leave-region-out: North_America 0.266 0.088 0.002 89 13 NaN NaN
95	− H5 leave-region-out: South_America 0.261 0.089 0.003 84 6 NaN NaN	107	+ H5 leave-region-out: South_America 0.285 0.085 0.001 90 6 NaN NaN
96	− H5 leave-region-out: South_Asia 0.225 0.084 0.007 82 5 NaN NaN	108	+ H5 leave-region-out: South_Asia 0.269 0.078 0.001 88 5 NaN NaN
97	−H5 leave-region-out: Southeast_Asia_Oceania 0.214 0.093 0.021 81 13 NaN NaN	109	+ H5 leave-region-out: Southeast_Asia_Oceania 0.255 0.090 0.005 86 13 NaN NaN
98	− H5 leave-region-out: Southwest_Asia 0.235 0.090 0.009 70 29 0.437 0.234	110	+ H5 leave-region-out: Southwest_Asia 0.264 0.087 0.002 75 29 0.437 0.234
99	− H5 leave-region-out: Sub_Saharan_Africa 0.177 0.061 0.004 83 6 NaN NaN	111	+ H5 leave-region-out: Sub_Saharan_Africa 0.236 0.065 0.000 89 6 NaN NaN
100	− H5 leave-era-out: 1-1000 0.319 0.137 0.020 66 40 0.127 0.177	112	+ H5 leave-era-out: 1-1000 0.336 0.130 0.010 71 40 0.193 0.182
101	− H5 leave-era-out: 1000BCE-0 0.204 0.174 0.242 69 28 0.340 0.081	113	+ H5 leave-era-out: 1000BCE-0 0.255 0.146 0.081 73 28 0.390 0.145
102	− H5 leave-era-out: 1001-1500 0.263 0.100 0.008 65 43 0.205 0.091	114	+ H5 leave-era-out: 1001-1500 0.310 0.112 0.006 70 43 0.316 0.152
103	− H5 leave-era-out: 1501-1800 0.224 0.073 0.002 73 31 0.300 0.524	115	+ H5 leave-era-out: 1501-1800 0.267 0.084 0.001 79 31 0.325 0.483
104	− H5 leave-era-out: post-1800 0.224 0.108 0.038 81 16 0.279 0.157	116	+ H5 leave-era-out: post-1800 0.287 0.121 0.018 86 16 0.208 0.264
105	− H5 leave-era-out: pre-1000BCE 0.242 0.107 0.024 81 8 NaN NaN	117	+ H5 leave-era-out: pre-1000BCE 0.293 0.114 0.010 86 8 NaN NaN
		118	+ H5 leave-sphere-out: Andes_Amazonia 0.285 0.085 0.001 90 6 NaN NaN
		119	+ H5 leave-sphere-out: East_Asia 0.269 0.103 0.009 70 30 0.362 0.083
		120	+ H5 leave-sphere-out: Europe 0.366 0.096 0.000 78 38 0.187 0.164
		121	+H5 leave-sphere-out: Mesoamerica_North_America 0.266 0.088 0.002 89 13 NaN NaN
		122	+ H5 leave-sphere-out: Oceania 0.278 0.091 0.002 91 6 NaN NaN
		123	+ H5 leave-sphere-out: South_Asia 0.269 0.078 0.001 88 5 NaN NaN
		124	+ H5 leave-sphere-out: Southeast_Asia 0.272 0.077 0.000 88 7 NaN NaN
		125	+ H5 leave-sphere-out: Steppe_Central_Asia 0.279 0.079 0.000 91 12 NaN NaN
		126	+ H5 leave-sphere-out: Sub_Saharan_Africa 0.236 0.065 0.000 89 6 NaN NaN
		127	+ H5 leave-sphere-out: West_Asia_North_Africa 0.274 0.089 0.002 63 43 0.401 0.393
106		128
107	=== Y2 Cox / Y3 ===	129	=== Y2 Cox / Y3 ===
108	− model term coef se p n events hr schoenfeld_p_P	130	+ model term coef se p n events hr schoenfeld_p_P
109	− Y2-1 Cox: P + strata(macro-region) P_z 0.031 0.060 0.600 317 302 1.032 NaN	131	+ Y2-1 Cox: P + strata(macro-region) P_z 0.031 0.060 0.600 317 302 1.032 NaN
110	− Y2-2 Cox: P + X + midpoint + strata P_z 0.000 0.068 0.995 208 201 1.000 0.983	132	+ Y2-2 Cox: P + X + midpoint + strata P_z 0.000 0.068 0.995 208 201 1.000 0.983
111	− Y2-3 Cox: D + K + X + midpoint + strata D_pc1_z 0.128 0.133 0.336 208 201 1.136 NaN	133	+ Y2-3 Cox: D + K + X + midpoint + strata D_pc1_z 0.128 0.133 0.336 208 201 1.136 NaN
112	− Y2-3 Cox: D + K + X + midpoint + strata K_mean_z 0.559 0.200 0.005 208 201 1.749 NaN	134	+ Y2-3 Cox: D + K + X + midpoint + strata K_mean_z 0.559 0.200 0.005 208 201 1.749 NaN
113	− Y2-4 Cox: complexity PC1 + X + strata complexity_pc1_z 0.399 0.291 0.171 208 201 1.490 NaN	135	+ Y2-4 Cox: complexity PC1 + X + strata complexity_pc1_z 0.399 0.291 0.171 208 201 1.490 NaN
114	−Y3-1 logit: discontinuous succession ~ P + FE P_z 0.018 0.393 0.964 145 24 NaN NaN	136	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata D_pc1_z 0.082 0.135 0.544 206 200 1.086 NaN
115	− Y3-2 logit: + X P_z 0.239 0.325 0.461 117 18 NaN NaN	137	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata K_mean_z 0.535 0.203 0.009 206 200 1.707 NaN
		138	+Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata n_polities_in_nga_z 0.317 0.140 0.023 206 200 1.373 NaN
		139	+ Y3-1 logit: discontinuous succession ~ P + FE P_z 0.018 0.393 0.964 145 24 NaN NaN
		140	+ Y3-2 logit: + X P_z 0.239 0.325 0.461 117 18 NaN NaN

modified results/logs/sim_analyze.log +36 −37

				@@ -15,23 +15,23 @@
15	"regime": "central",	15	"regime": "central",
16	"admin_capacity_ratio": 2.0,	16	"admin_capacity_ratio": 2.0,
17	"welfare_loss": 0.5,	17	"welfare_loss": 0.5,
18	− "bits_loss": 0.5,	18	+ "bits_loss": 0.75,
19	"success_loss": 0.0,	19	"success_loss": 0.0,
20	"n_cells": 108	20	"n_cells": 108
21	},	21	},
22	{	22	{
23	"regime": "federated",	23	"regime": "federated",
24	"admin_capacity_ratio": 0.5,	24	"admin_capacity_ratio": 0.5,
25	− "welfare_loss": 0.5556,	25	+ "welfare_loss": 0.7963,
26	− "bits_loss": 0.5556,	26	+ "bits_loss": 0.9537,
27	− "success_loss": 0.2222,	27	+ "success_loss": 0.7778,
28	"n_cells": 108	28	"n_cells": 108
29	},	29	},
30	{	30	{
31	"regime": "federated",	31	"regime": "federated",
32	"admin_capacity_ratio": 2.0,	32	"admin_capacity_ratio": 2.0,
33	"welfare_loss": 0.5,	33	"welfare_loss": 0.5,
34	− "bits_loss": 0.5,	34	+ "bits_loss": 0.537,
35	"success_loss": 0.0,	35	"success_loss": 0.0,
36	"n_cells": 108	36	"n_cells": 108
37	},	37	},
				@@ -72,38 +72,38 @@
72	}	72	}
73	}	73	}
74	regime admin_capacity_ratio n_pairs share_lower_bits_per_success share_lower_bits_incl_setup share_higher_success share_higher_welfare mean_d_bits_per_success mean_d_success mean_d_welfare	74	regime admin_capacity_ratio n_pairs share_lower_bits_per_success share_lower_bits_incl_setup share_higher_success share_higher_welfare mean_d_bits_per_success mean_d_success mean_d_welfare
75	− norms 2.0 864 0.997 0.000 0.993 0.90 -5.454 0.032 1.513	75	+ norms 2.0 864 0.997 0.000 0.993 0.900 -5.454 0.032 1.513
76	− records 2.0 864 0.712 0.500 1.000 1.00 -43.568 0.434 25.671	76	+ records 2.0 864 0.712 0.500 1.000 1.000 -43.568 0.434 25.671
77	− central 0.5 864 0.005 0.000 0.007 0.00 145.924 -0.442 -28.015	77	+ central 0.5 864 0.000 0.000 0.000 0.000 2450.858 -0.493 -32.080
78	− central 2.0 864 0.718 0.500 1.000 0.50 -43.095 0.414 11.641	78	+ central 2.0 864 0.330 0.247 1.000 0.500 19.546 0.409 9.651
79	−federated 0.5 864 0.613 0.444 0.833 0.47 -28.558 0.272 4.728	79	+federated 0.5 864 0.093 0.042 0.222 0.179 692.894 -0.293 -22.414
80	−federated 2.0 864 0.718 0.500 1.000 0.50 -43.095 0.414 11.641	80	+federated 2.0 864 0.499 0.463 1.000 0.500 -4.610 0.412 10.491
81	shock_type regime admin_capacity_ratio d_success_mean d_bits_mean kl_q_p_bits_mean	81	shock_type regime admin_capacity_ratio d_success_mean d_bits_mean kl_q_p_bits_mean
82	−distribution central 0.5 0.000 0.523 0.515	82	+distribution central 0.5 0.000 6.286 1.03
83	−distribution central 2.0 0.000 0.523 0.515	83	+distribution central 2.0 0.000 6.286 1.03
84	−distribution federated 0.5 0.000 0.523 0.515	84	+distribution federated 0.5 0.000 4.224 1.03
85	−distribution federated 2.0 0.000 0.523 0.515	85	+distribution federated 2.0 0.000 4.224 1.03
86	−distribution none 2.0 0.000 0.000 0.515	86	+distribution none 2.0 0.000 0.000 1.03
87	−distribution norms 2.0 0.000 0.516 0.515	87	+distribution norms 2.0 0.000 1.031 1.03
88	−distribution records 2.0 0.000 0.524 0.515	88	+distribution records 2.0 0.000 1.049 1.03
89	− network central 0.5 0.000 0.012 0.000	89	+ network central 0.5 0.000 0.031 0.00
90	− network central 2.0 -0.076 0.012 0.000	90	+ network central 2.0 -0.074 0.031 0.00
91	− network federated 0.5 -0.080 0.012 0.000	91	+ network federated 0.5 -0.019 0.565 0.00
92	− network federated 2.0 -0.076 0.012 0.000	92	+ network federated 2.0 -0.075 0.565 0.00
93	− network none 2.0 -0.004 0.000 0.000	93	+ network none 2.0 -0.004 0.000 0.00
94	− network norms 2.0 -0.004 0.001 0.000	94	+ network norms 2.0 -0.004 0.001 0.00
95	− network records 2.0 -0.070 -0.003 0.000	95	+ network records 2.0 -0.070 -0.003 0.00
96	{	96	{
97	"reference": {	97	"reference": {
98	"central": {	98	"central": {
99	− "success_rate": 1.0,	99	+ "success_rate": 0.997,
100	− "bits_per_success_incl_setup": 28.1329,	100	+ "bits_per_success_incl_setup": 82.815,
101	− "welfare_per_agent": 44.4486	101	+ "welfare_per_agent": 42.6682
102	},	102	},
103	"federated": {	103	"federated": {
104	"success_rate": 1.0,	104	"success_rate": 1.0,
105	− "bits_per_success_incl_setup": 28.1329,	105	+ "bits_per_success_incl_setup": 53.2697,
106	− "welfare_per_agent": 44.4486	106	+ "welfare_per_agent": 43.6894
107	},	107	},
108	"none": {	108	"none": {
109	"success_rate": 0.9178,	109	"success_rate": 0.9178,
				@@ -194,19 +194,19 @@ distribution records 2.0 0.000 0.524
194	},	194	},
195	"federated_branching": {	195	"federated_branching": {
196	"4": {	196	"4": {
197	− "success_rate": 1.0,	197	+ "success_rate": 0.9303,
198	"msgs_per_task": 8.8566,	198	"msgs_per_task": 8.8566,
199	"root_load_mean": 47.6688	199	"root_load_mean": 47.6688
200	},	200	},
201	"8": {	201	"8": {
202	− "success_rate": 1.0,	202	+ "success_rate": 0.9871,
203	"msgs_per_task": 6.6146,	203	"msgs_per_task": 6.6146,
204	− "root_load_mean": 41.75	204	+ "root_load_mean": 41.8192
205	},	205	},
206	"16": {	206	"16": {
207	− "success_rate": 1.0,	207	+ "success_rate": 0.9959,
208	"msgs_per_task": 6.2688,	208	"msgs_per_task": 6.2688,
209	− "root_load_mean": 208.3938	209	+ "root_load_mean": 208.7415
210	}	210	}
211	},	211	},
212	"coding_gain": {	212	"coding_gain": {
				@@ -217,5 +217,4 @@ distribution records 2.0 0.000 0.524
217	"bits_per_task": 10.0	217	"bits_per_task": 10.0
218	},	218	},
219	"s=64,zipf=0.0": {	219	"s=64,zipf=0.0": {
220	− "H": 6.0,	220	+ "H": 6.0
221	− "L_code

modified results/simulated/ablation_admin_capacity.csv +14 −14

				@@ -1,15 +1,15 @@
1	regime,admin_capacity_ratio,success_rate,fail_latency_share,latency_mean,root_load_mean,bits_per_success_incl_setup	1	regime,admin_capacity_ratio,success_rate,fail_latency_share,latency_mean,root_load_mean,bits_per_success_incl_setup
2	−central,0.25,0.011078140754630447,0.9889218592453696,1.5,4260.6625,43272.013304911954	2	+central,0.25,0.003699167823603594,0.9963008321763964,2.982638888888889,4748.1625,27205.034722222223
3	−central,0.5,0.08010193428345819,0.9198980657165419,2.565761278132555,2310.6625,359.94208353228237	3	+central,0.5,0.028326091345032122,0.9716739086549679,2.619553437798902,3285.6625,2942.5700946707598
4	−central,0.75,1.0,0.0,1.9932563651131772,418.325,28.13288809274241	4	+central,0.75,0.08819073320459174,0.9118092667954083,2.4939686577535887,1823.1625,946.4004205902263
5	−central,1.0,1.0,0.0,1.0083726243294797,302.0625,28.13288809274241	5	+central,1.0,0.4831379179380181,0.5168620820619819,2.2124746741657524,418.325,171.77955685991643
6	−central,1.5,1.0,0.0,1.0,301.9875,28.13288809274241	6	+central,1.5,0.9380260803498579,0.061973919650142026,1.3345596339569124,301.9875,88.10732796649437
7	−central,2.0,1.0,0.0,1.0,301.9875,28.13288809274241	7	+central,2.0,0.9969724618447247,0.0030275381552753817,1.08841207238343,301.9875,82.81500529462633
8	−central,4.0,1.0,0.0,1.0,301.9875,28.13288809274241	8	+central,4.0,1.0,0.0,1.0007011899439002,301.9875,82.55854265072968
9	−federated,0.25,1.0,0.0,1.001534505640345,41.7625,28.13288809274241	9	+federated,0.25,0.0264226238203055,0.9735773761796945,2.5861106864581824,463.7669743498701,2043.9296770546998
10	−federated,0.5,1.0,0.0,1.0,41.75,28.13288809274241	10	+federated,0.5,0.2934959213271106,0.7065040786728894,2.274099236079863,118.80006295385483,184.20079561845864
11	−federated,0.75,1.0,0.0,1.0,41.75,28.13288809274241	11	+federated,0.75,0.8859978762939311,0.11400212370606883,1.4613128633858337,43.757051913960794,60.373853192687974
12	−federated,1.0,1.0,0.0,1.0,41.75,28.13288809274241	12	+federated,1.0,0.987131668082035,0.012868331917964989,1.1618768965295678,41.81921779424986,53.982134940706054
13	−federated,1.5,1.0,0.0,1.0,41.75,28.13288809274241	13	+federated,1.5,1.0,0.0,1.0124561035704254,41.75,53.269709143759755
14	−federated,2.0,1.0,0.0,1.0,41.75,28.13288809274241	14	+federated,2.0,1.0,0.0,1.002108453841615,41.75,53.269709143759755
15	−federated,4.0,1.0,0.0,1.0,41.75,28.13288809274241	15	+federated,4.0,1.0,0.0,1.0,41.75,53.269709143759755

modified results/simulated/cells_institution_vs_none.csv +432 −432

				@@ -215,435 +215,435 @@ N,network,bandwidth,zipf,shock_type,admin_capacity_ratio,welfare_per_agent,bits_
215	800,smallworld,8,1.0,distribution,2.0,59.084695625,25.405943462066244,1.0,54.479355625,15.283469981842364,0.9160283926563294,records,False,True,False	215	800,smallworld,8,1.0,distribution,2.0,59.084695625,25.405943462066244,1.0,54.479355625,15.283469981842364,0.9160283926563294,records,False,True,False
216	800,smallworld,8,1.0,network,2.0,59.033894375,24.891042348824353,1.0,54.340218125,15.282179332658579,0.9161076059656031,records,False,True,False	216	800,smallworld,8,1.0,network,2.0,59.033894375,24.891042348824353,1.0,54.340218125,15.282179332658579,0.9161076059656031,records,False,True,False
217	800,smallworld,8,1.0,none,2.0,59.105959375,24.875268033780536,1.0,54.479355625,15.283469981842364,0.9160283926563294,records,False,True,False	217	800,smallworld,8,1.0,none,2.0,59.105959375,24.875268033780536,1.0,54.479355625,15.283469981842364,0.9160283926563294,records,False,True,False
218	−50,lattice,2,0.0,distribution,0.5,2.71662,414.8979893018475,0.07453980999053904,9.10287,89.1969694849485,0.16230696945203638,central,True,True,True	218	+50,lattice,2,0.0,distribution,0.5,-0.42036000000000007,1995.1284849998085,0.0342345915933119,9.10287,89.1969694849485,0.16230696945203638,central,True,True,True
219	−50,lattice,2,0.0,distribution,2.0,46.82412,28.94043170343408,0.9782435472731877,9.10287,89.1969694849485,0.16230696945203638,central,False,False,False	219	+50,lattice,2,0.0,distribution,2.0,45.34464,66.21980172056654,0.9716049462369184,9.10287,89.1969694849485,0.16230696945203638,central,False,False,False
220	−50,lattice,2,0.0,network,0.5,2.7239,412.36133220903764,0.07586686122444125,8.16797,99.60936198732347,0.1454776748409216,central,True,True,True	220	+50,lattice,2,0.0,network,0.5,-0.3967000000000001,1977.0463578000342,0.03481931495366203,8.16797,99.60936198732347,0.1454776748409216,central,True,True,True
221	−50,lattice,2,0.0,network,2.0,41.9114,32.09309631773837,0.8893022043916392,8.16797,99.60936198732347,0.1454776748409216,central,False,False,False	221	+50,lattice,2,0.0,network,2.0,40.455799999999996,73.18282475954412,0.8831385014521638,8.16797,99.60936198732347,0.1454776748409216,central,False,False,False
222	−50,lattice,2,0.0,none,0.5,2.71662,414.8979893018475,0.07453980999053904,9.10287,89.1969694849485,0.16230696945203638,central,True,True,True	222	+50,lattice,2,0.0,none,0.5,-0.42036000000000007,1995.1284849998085,0.0342345915933119,9.10287,89.1969694849485,0.16230696945203638,central,True,True,True
223	−50,lattice,2,0.0,none,2.0,46.82412,28.94043170343408,0.9782435472731877,9.10287,89.1969694849485,0.16230696945203638,central,False,False,False	223	+50,lattice,2,0.0,none,2.0,45.34464,66.21980172056654,0.9716049462369184,9.10287,89.1969694849485,0.16230696945203638,central,False,False,False
224	−50,lattice,2,1.0,distribution,0.5,2.73669,405.98127642717395,0.07453980999053904,9.10287,89.1969694849485,0.16230696945203638,central,True,True,True	224	+50,lattice,2,1.0,distribution,0.5,-0.34008000000000005,1918.8390828280533,0.0342345915933119,9.10287,89.1969694849485,0.16230696945203638,central,True,True,True
225	−50,lattice,2,1.0,distribution,2.0,46.84419,28.30932575266129,0.9782435472731877,9.10287,89.1969694849485,0.16230696945203638,central,False,False,False	225	+50,lattice,2,1.0,distribution,2.0,45.42492,63.679176461594814,0.9716049462369184,9.10287,89.1969694849485,0.16230696945203638,central,False,False,False
226	−50,lattice,2,1.0,network,0.5,2.75953,396.3374528865872,0.07586686122444125,8.16797,99.60936198732347,0.1454776748409216,central,True,True,True	226	+50,lattice,2,1.0,network,0.5,-0.25417999999999996,1840.789315690051,0.03481931495366203,8.16797,99.60936198732347,0.1454776748409216,central,True,True,True
227	−50,lattice,2,1.0,network,2.0,41.94703,30.836792531955048,0.8893022043916392,8.16797,99.60936198732347,0.1454776748409216,central,False,False,False	227	+50,lattice,2,1.0,network,2.0,40.59832,68.124526480267,0.8831385014521638,8.16797,99.60936198732347,0.1454776748409216,central,False,False,False
228	−50,lattice,2,1.0,none,0.5,2.7534199999999998,398.4839521884051,0.07453980999053904,9.10287,89.1969694849485,0.16230696945203638,central,True,True,True	228	+50,lattice,2,1.0,none,0.5,-0.27316000000000007,1855.1594796852148,0.0342345915933119,9.10287,89.1969694849485,0.16230696945203638,central,True,True,True
229	−50,lattice,2,1.0,none,2.0,46.86092,27.78313845627691,0.9782435472731877,9.10287,89.1969694849485,0.16230696945203638,central,False,False,False	229	+50,lattice,2,1.0,none,2.0,45.49184,61.560841301843524,0.9716049462369184,9.10287,89.1969694849485,0.16230696945203638,central,False,False,False
230	−50,lattice,8,0.0,distribution,0.5,2.71662,414.8979893018475,0.07453980999053904,53.61537,15.42609429004201,0.9076949113907367,central,True,True,True	230	+50,lattice,8,0.0,distribution,0.5,-0.42036000000000007,1995.1284849998085,0.0342345915933119,53.61537,15.42609429004201,0.9076949113907367,central,True,True,True
231	−50,lattice,8,0.0,distribution,2.0,47.91162,28.29946833919069,1.0,53.61537,15.42609429004201,0.9076949113907367,central,True,True,False	231	+50,lattice,8,0.0,distribution,2.0,46.432140000000004,64.7548527582915,0.9933613989637305,53.61537,15.42609429004201,0.9076949113907367,central,True,True,False
232	−50,lattice,8,0.0,network,0.5,2.7239,412.36133220903764,0.07586686122444125,54.277969999999996,15.371883758350108,0.9108592554987828,central,True,True,True	232	+50,lattice,8,0.0,network,0.5,-0.3967000000000001,1977.0463578000342,0.03481931495366203,54.277969999999996,15.371883758350108,0.9108592554987828,central,True,True,True
233	−50,lattice,8,0.0,network,2.0,47.236399999999996,28.46775929256272,1.0,54.277969999999996,15.371883758350108,0.9108592554987828,central,True,True,False	233	+50,lattice,8,0.0,network,2.0,45.6833,65.02224763653763,0.9918424320298497,54.277969999999996,15.371883758350108,0.9108592554987828,central,True,True,False
234	−50,lattice,8,0.0,none,0.5,2.71662,414.8979893018475,0.07453980999053904,53.61537,15.42609429004201,0.9076949113907367,central,True,True,True	234	+50,lattice,8,0.0,none,0.5,-0.42036000000000007,1995.1284849998085,0.0342345915933119,53.61537,15.42609429004201,0.9076949113907367,central,True,True,True
235	−50,lattice,8,0.0,none,2.0,47.91162,28.29946833919069,1.0,53.61537,15.42609429004201,0.9076949113907367,central,True,True,False	235	+50,lattice,8,0.0,none,2.0,46.432140000000004,64.7548527582915,0.9933613989637305,53.61537,15.42609429004201,0.9076949113907367,central,True,True,False
236	−50,lattice,8,1.0,distribution,0.5,2.73669,405.98127642717395,0.07453980999053904,53.61537,15.42609429004201,0.9076949113907367,central,True,True,True	236	+50,lattice,8,1.0,distribution,0.5,-0.34008000000000005,1918.8390828280533,0.0342345915933119,53.61537,15.42609429004201,0.9076949113907367,central,True,True,True
237	−50,lattice,8,1.0,distribution,2.0,47.93169,27.682703039526515,1.0,53.61537,15.42609429004201,0.9076949113907367,central,True,True,False	237	+50,lattice,8,1.0,distribution,2.0,46.51242,62.27159010375423,0.9933613989637305,53.61537,15.42609429004201,0.9076949113907367,central,True,True,False
238	−50,lattice,8,1.0,network,0.5,2.75953,396.3374528865872,0.07586686122444125,54.277969999999996,15.371883758350108,0.9108592554987828,central,True,True,True	238	+50,lattice,8,1.0,network,0.5,-0.25417999999999996,1840.789315690051,0.03481931495366203,54.277969999999996,15.371883758350108,0.9108592554987828,central,True,True,True
239	−50,lattice,8,1.0,network,2.0,47.27203,27.3560643292742,1.0,54.277969999999996,15.371883758350108,0.9108592554987828,central,True,True,False	239	+50,lattice,8,1.0,network,2.0,45.82582,60.539429320048065,0.9918424320298497,54.277969999999996,15.371883758350108,0.9108592554987828,central,True,True,False
240	−50,lattice,8,1.0,none,0.5,2.7534199999999998,398.4839521884051,0.07453980999053904,53.61537,15.42609429004201,0.9076949113907367,central,True,True,True	240	+50,lattice,8,1.0,none,0.5,-0.27316000000000007,1855.1594796852148,0.0342345915933119,53.61537,15.42609429004201,0.9076949113907367,central,True,True,True
241	−50,lattice,8,1.0,none,2.0,47.94842,27.168178187493115,1.0,53.61537,15.42609429004201,0.9076949113907367,central,True,True,False	241	+50,lattice,8,1.0,none,2.0,46.57934,60.19990472140687,0.9933613989637305,53.61537,15.42609429004201,0.9076949113907367,central,True,True,False
242	−50,random,2,0.0,distribution,0.5,2.3483199999999997,486.9769489254979,0.06685844452527442,6.0515799999999995,139.2029461611703,0.10917773449594083,central,True,True,True	242	+50,random,2,0.0,distribution,0.5,-0.63296,2245.672781431413,0.029979352575646274,6.0515799999999995,139.2029461611703,0.10917773449594083,central,True,True,True
243	−50,random,2,0.0,distribution,2.0,36.34582,37.85574634710246,0.7630536279480463,6.0515799999999995,139.2029461611703,0.10917773449594083,central,False,False,False	243	+50,random,2,0.0,distribution,2.0,34.72204,87.05404231342328,0.7541671482669943,6.0515799999999995,139.2029461611703,0.10917773449594083,central,False,False,False
244	−50,random,2,0.0,network,0.5,2.34832,489.7569512264247,0.06718919007500135,5.91279,141.24791361136548,0.10731554508079716,central,True,True,True	244	+50,random,2,0.0,network,0.5,-0.6329600000000001,2250.323224942151,0.030023000679071828,5.91279,141.24791361136548,0.10731554508079716,central,True,True,True
245	−50,random,2,0.0,network,2.0,33.96082,39.85806459817595,0.7140212883583434,5.91279,141.24791361136548,0.10731554508079716,central,False,False,False	245	+50,random,2,0.0,network,2.0,32.50954,91.2367567386893,0.708330960380154,5.91279,141.24791361136548,0.10731554508079716,central,False,False,False
246	−50,random,2,0.0,none,0.5,2.3483199999999997,486.9769489254979,0.06685844452527442,6.0515799999999995,139.2029461611703,0.10917773449594083,central,True,True,True	246	+50,random,2,0.0,none,0.5,-0.63296,2245.672781431413,0.029979352575646274,6.0515799999999995,139.2029461611703,0.10917773449594083,central,True,True,True
247	−50,random,2,0.0,none,2.0,36.34582,37.85574634710246,0.7630536279480463,6.0515799999999995,139.2029461611703,0.10917773449594083,central,False,False,False	247	+50,random,2,0.0,none,2.0,34.72204,87.05404231342328,0.7541671482669943,6.0515799999999995,139.2029461611703,0.10917773449594083,central,False,False,False
248	−50,random,2,1.0,distribution,0.5,2.36921,475.5613090326362,0.06685844452527442,6.0515799999999995,139.2029461611703,0.10917773449594083,central,True,True,True	248	+50,random,2,1.0,distribution,0.5,-0.5494000000000001,2154.269540183223,0.029979352575646274,6.0515799999999995,139.2029461611703,0.10917773449594083,central,True,True,True
249	−50,random,2,1.0,distribution,2.0,36.366710000000005,37.0003302745939,0.7630536279480463,6.0515799999999995,139.2029461611703,0.10917773449594083,central,False,False,False	249	+50,random,2,1.0,distribution,2.0,34.8056,83.60282011426176,0.7541671482669943,6.0515799999999995,139.2029461611703,0.10917773449594083,central,False,False,False
250	−50,random,2,1.0,network,0.5,2.38386,470.7934907197407,0.06718919007500135,5.91279,141.24791361136548,0.10731554508079716,central,True,True,True	250	+50,random,2,1.0,network,0.5,-0.4908000000000001,2097.7271566597656,0.030023000679071828,5.91279,141.24791361136548,0.10731554508079716,central,True,True,True
251	−50,random,2,1.0,network,2.0,33.99636,38.322997742591625,0.7140212883583434,5.91279,141.24791361136548,0.10731554508079716,central,False,False,False	251	+50,random,2,1.0,network,2.0,32.6517,85.05530853103248,0.708330960380154,5.91279,141.24791361136548,0.10731554508079716,central,False,False,False
252	−50,random,2,1.0,none,0.5,2.38626,466.9666124785151,0.06685844452527442,6.0515799999999995,139.2029461611703,0.10917773449594083,central,True,True,True	252	+50,random,2,1.0,none,0.5,-0.48119999999999996,2082.2406284252834,0.029979352575646274,6.0515799999999995,139.2029461611703,0.10917773449594083,central,True,True,True
253	−50,random,2,1.0,none,2.0,36.383759999999995,36.29235963205396,0.7630536279480463,6.0515799999999995,139.2029461611703,0.10917773449594083,central,False,False,False	253	+50,random,2,1.0,none,2.0,34.8738,80.73594777786683,0.7541671482669943,6.0515799999999995,139.2029461611703,0.10917773449594083,central,False,False,False
254	−50,random,8,0.0,distribution,0.5,2.37832,482.4332446513354,0.06744667981939206,53.30158,15.898166940537578,0.8806984635434445,central,True,True,True	254	+50,random,8,0.0,distribution,0.5,-0.61796,2223.9580378416695,0.030273470222705098,53.30158,15.898166940537578,0.8806984635434445,central,True,True,True
255	−50,random,8,0.0,distribution,2.0,47.985820000000004,28.28318389469924,1.0,53.30158,15.898166940537578,0.8806984635434445,central,True,True,False	255	+50,random,8,0.0,distribution,2.0,46.15204,65.16203995111441,0.9869769881793383,53.30158,15.898166940537578,0.8806984635434445,central,True,True,False
256	−50,random,8,0.0,network,0.5,2.37832,485.2378907720543,0.06778301430302985,53.050290000000004,15.869721318049978,0.8822327030559456,central,True,True,True	256	+50,random,8,0.0,network,0.5,-0.6179600000000001,2228.7751480190736,0.03031991279308608,53.050290000000004,15.869721318049978,0.8822327030559456,central,True,True,True
257	−50,random,8,0.0,network,2.0,47.985820000000004,28.27627827125078,1.0,53.050290000000004,15.869721318049978,0.8822327030559456,central,True,True,False	257	+50,random,8,0.0,network,2.0,46.45954,64.76541968042997,0.9927812328142003,53.050290000000004,15.869721318049978,0.8822327030559456,central,True,True,False
258	−50,random,8,0.0,none,0.5,2.37832,482.4332446513354,0.06744667981939206,53.30158,15.898166940537578,0.8806984635434445,central,True,True,True	258	+50,random,8,0.0,none,0.5,-0.61796,2223.9580378416695,0.030273470222705098,53.30158,15.898166940537578,0.8806984635434445,central,True,True,True
259	−50,random,8,0.0,none,2.0,47.985820000000004,28.28318389469924,1.0,53.30158,15.898166940537578,0.8806984635434445,central,True,True,False	259	+50,random,8,0.0,none,2.0,46.15204,65.16203995111441,0.9869769881793383,53.30158,15.898166940537578,0.8806984635434445,central,True,True,False
260	−50,random,8,1.0,distribution,0.5,2.39921,471.0834499644806,0.06744667981939206,53.30158,15.898166940537578,0.8806984635434445,central,True,True,True	260	+50,random,8,1.0,distribution,0.5,-0.5344000000000001,2133.1028735165564,0.030273470222705098,53.30158,15.898166940537578,0.8806984635434445,central,True,True,True
261	−50,random,8,1.0,distribution,2.0,48.00671,27.641513087231605,1.0,53.30158,15.898166940537578,0.8806984635434445,central,True,True,False	261	+50,random,8,1.0,distribution,2.0,46.2356,62.56937558893361,0.9869769881793383,53.30158,15.898166940537578,0.8806984635434445,central,True,True,False
262	−50,random,8,1.0,network,0.5,2.41386,466.4161322291747,0.06778301430302985,53.050290000000004,15.869721318049978,0.8822327030559456,central,True,True,True	262	+50,random,8,1.0,network,0.5,-0.4758000000000001,2077.3585669161757,0.03031991279308608,53.050290000000004,15.869721318049978,0.8822327030559456,central,True,True,True
263	−50,random,8,1.0,network,2.0,48.021359999999994,27.183597294663212,1.0,53.050290000000004,15.869721318049978,0.8822327030559456,central,True,True,False	263	+50,random,8,1.0,network,2.0,46.6017,60.361806033796675,0.9927812328142003,53.050290000000004,15.869721318049978,0.8822327030559456,central,True,True,False
264	−50,random,8,1.0,none,0.5,2.41626,462.56884582468376,0.06744667981939206,53.30158,15.898166940537578,0.8806984635434445,central,True,True,True	264	+50,random,8,1.0,none,0.5,-0.4662,2061.7406284252834,0.030273470222705098,53.30158,15.898166940537578,0.8806984635434445,central,True,True,True
265	−50,random,8,1.0,none,2.0,48.023759999999996,27.11949491765289,1.0,53.30158,15.898166940537578,0.8806984635434445,central,True,True,False	265	+50,random,8,1.0,none,2.0,46.303799999999995,60.45049708482728,0.9869769881793383,53.30158,15.898166940537578,0.8806984635434445,central,True,True,False
266	−50,smallworld,2,0.0,distribution,0.5,2.42858,452.8756780530125,0.06785323916337932,8.67867,94.70087090892085,0.15419288009195442,central,True,True,True	266	+50,smallworld,2,0.0,distribution,0.5,-0.23524000000000006,1745.8531535914308,0.03800527205928656,8.67867,94.70087090892085,0.15419288009195442,central,True,True,True
267	−50,smallworld,2,0.0,distribution,2.0,46.67108,29.14082509237735,0.9695352664725668,8.67867,94.70087090892085,0.15419288009195442,central,False,False,False	267	+50,smallworld,2,0.0,distribution,2.0,45.21476,66.73155005755785,0.964002764996162,8.67867,94.70087090892085,0.15419288009195442,central,False,False,False
268	−50,smallworld,2,0.0,network,0.5,2.42602,454.83866511916835,0.06761900221465607,8.658819999999999,96.30784127445305,0.1575780905331919,central,True,True,True	268	+50,smallworld,2,0.0,network,0.5,-0.24356000000000005,1754.301299148381,0.03785090635557065,8.658819999999999,96.30784127445305,0.1575780905331919,central,True,True,True
269	−50,smallworld,2,0.0,network,2.0,42.19852,32.401945354468275,0.8747831088216775,8.658819999999999,96.30784127445305,0.1575780905331919,central,False,False,False	269	+50,smallworld,2,0.0,network,2.0,40.75144,74.39312714386232,0.8695596402252241,8.658819999999999,96.30784127445305,0.1575780905331919,central,False,False,False
270	−50,smallworld,2,0.0,none,0.5,2.42858,452.8756780530125,0.06785323916337932,8.67867,94.70087090892085,0.15419288009195442,central,True,True,True	270	+50,smallworld,2,0.0,none,0.5,-0.23524000000000006,1745.8531535914308,0.03800527205928656,8.67867,94.70087090892085,0.15419288009195442,central,True,True,True
271	−50,smallworld,2,0.0,none,2.0,46.67108,29.14082509237735,0.9695352664725668,8.67867,94.70087090892085,0.15419288009195442,central,False,False,False	271	+50,smallworld,2,0.0,none,2.0,45.21476,66.73155005755785,0.964002764996162,8.67867,94.70087090892085,0.15419288009195442,central,False,False,False
272	−50,smallworld,2,1.0,distribution,0.5,2.4483,443.1883878501141,0.06785323916337932,8.67867,94.70087090892085,0.15419288009195442,central,True,True,True	272	+50,smallworld,2,1.0,distribution,0.5,-0.15636000000000005,1680.216788212203,0.03800527205928656,8.67867,94.70087090892085,0.15419288009195442,central,True,True,True
273	−50,smallworld,2,1.0,distribution,2.0,46.690799999999996,28.518886723256077,0.9695352664725668,8.67867,94.70087090892085,0.15419288009195442,central,False,False,False	273	+50,smallworld,2,1.0,distribution,2.0,45.293639999999996,64.22894438064799,0.964002764996162,8.67867,94.70087090892085,0.15419288009195442,central,False,False,False
274	−50,smallworld,2,1.0,network,0.5,2.46137,437.38801799772557,0.06761900221465607,8.658819999999999,96.30784127445305,0.1575780905331919,central,True,True,True	274	+50,smallworld,2,1.0,network,0.5,-0.10216000000000003,1638.0866799841813,0.03785090635557065,8.658819999999999,96.30784127445305,0.1575780905331919,central,True,True,True
275	−50,smallworld,2,1.0,network,2.0,42.233869999999996,31.166785472901854,0.8747831088216775,8.658819999999999,96.30784127445305,0.1575780905331919,central,False,False,False	275	+50,smallworld,2,1.0,network,2.0,40.89284,69.41881393663984,0.8695596402252241,8.658819999999999,96.30784127445305,0.1575780905331919,central,False,False,False
276	−50,smallworld,2,1.0,none,0.5,2.46595,434.68108231409104,0.06785323916337932,8.67867,94.70087090892085,0.15419288009195442,central,True,True,True	276	+50,smallworld,2,1.0,none,0.5,-0.08576000000000004,1622.480629610325,0.03800527205928656,8.67867,94.70087090892085,0.15419288009195442,central,True,True,True
277	−50,smallworld,2,1.0,none,2.0,46.70845,27.96108440692686,0.9695352664725668,8.67867,94.70087090892085,0.15419288009195442,central,False,False,False	277	+50,smallworld,2,1.0,none,2.0,45.364239999999995,61.98308297058612,0.964002764996162,8.67867,94.70087090892085,0.15419288009195442,central,False,False,False
278	−50,smallworld,8,0.0,distribution,0.5,2.42858,452.8756780530125,0.06785323916337932,54.07617,15.41409918368908,0.9083203494525485,central,True,True,True	278	+50,smallworld,8,0.0,distribution,0.5,-0.23524000000000006,1745.8531535914308,0.03800527205928656,54.07617,15.41409918368908,0.9083203494525485,central,True,True,True
279	−50,smallworld,8,0.0,distribution,2.0,48.19358,28.22811249379386,1.0,54.07617,15.41409918368908,0.9083203494525485,central,True,True,False	279	+50,smallworld,8,0.0,distribution,2.0,46.70726,64.63006041000335,0.9938785703728297,54.07617,15.41409918368908,0.9083203494525485,central,True,True,False
280	−50,smallworld,8,0.0,network,0.5,2.42602,454.83866511916835,0.06761900221465607,53.24632,15.370136131343024,0.9109537906661027,central,True,True,True	280	+50,smallworld,8,0.0,network,0.5,-0.24356000000000005,1754.301299148381,0.03785090635557065,53.24632,15.370136131343024,0.9109537906661027,central,True,True,True
281	−50,smallworld,8,0.0,network,2.0,48.43102,28.165717335276803,1.0,53.24632,15.370136131343024,0.9109537906661027,central,True,True,False	281	+50,smallworld,8,0.0,network,2.0,46.91644,64.59874547593735,0.9934357334424363,53.24632,15.370136131343024,0.9109537906661027,central,True,True,False
282	−50,smallworld,8,0.0,none,0.5,2.42858,452.8756780530125,0.06785323916337932,54.07617,15.41409918368908,0.9083203494525485,central,True,True,True	282	+50,smallworld,8,0.0,none,0.5,-0.23524000000000006,1745.8531535914308,0.03800527205928656,54.07617,15.41409918368908,0.9083203494525485,central,True,True,True
283	−50,smallworld,8,0.0,none,2.0,48.19358,28.22811249379386,1.0,54.07617,15.41409918368908,0.9083203494525485,central,True,True,False	283	+50,smallworld,8,0.0,none,2.0,46.70726,64.63006041000335,0.9938785703728297,54.07617,15.41409918368908,0.9083203494525485,central,True,True,False
284	−50,smallworld,8,1.0,distribution,0.5,2.4483,443.1883878501141,0.06785323916337932,54.07617,15.41409918368908,0.9083203494525485,central,True,True,True	284	+50,smallworld,8,1.0,distribution,0.5,-0.15636000000000005,1680.216788212203,0.03800527205928656,54.07617,15.41409918368908,0.9083203494525485,central,True,True,True
285	−50,smallworld,8,1.0,distribution,2.0,48.213300000000004,27.62491358357996,1.0,54.07617,15.41409918368908,0.9083203494525485,central,True,True,False	285	+50,smallworld,8,1.0,distribution,2.0,46.78614,62.20292568671974,0.9938785703728297,54.07617,15.41409918368908,0.9083203494525485,central,True,True,False
286	−50,smallworld,8,1.0,network,0.5,2.46137,437.38801799772557,0.06761900221465607,53.24632,15.370136131343024,0.9109537906661027,central,True,True,True	286	+50,smallworld,8,1.0,network,0.5,-0.10216000000000003,1638.0866799841813,0.03785090635557065,53.24632,15.370136131343024,0.9109537906661027,central,True,True,True
287	−50,smallworld,8,1.0,network,2.0,48.46637,27.09113110775649,1.0,53.24632,15.370136131343024,0.9109537906661027,central,True,True,False	287	+50,smallworld,8,1.0,network,2.0,47.05784,60.27430794797107,0.9934357334424363,53.24632,15.370136131343024,0.9109537906661027,central,True,True,False
288	−50,smallworld,8,1.0,none,0.5,2.46595,434.68108231409104,0.06785323916337932,54.07617,15.41409918368908,0.9083203494525485,central,True,True,True	288	+50,smallworld,8,1.0,none,0.5,-0.08576000000000004,1622.480629610325,0.03800527205928656,54.07617,15.41409918368908,0.9083203494525485,central,True,True,True
289	−50,smallworld,8,1.0,none,2.0,48.23095,27.086193922673818,1.0,54.07617,15.41409918368908,0.9083203494525485,central,True,True,False	289	+50,smallworld,8,1.0,none,2.0,46.85674,60.03399201368809,0.9938785703728297,54.07617,15.41409918368908,0.9083203494525485,central,True,True,False
290	−200,lattice,2,0.0,distribution,0.5,2.71307,377.42040466468,0.0794378010811781,8.775755,91.86321707669818,0.15438841662974462,central,True,True,True	290	+200,lattice,2,0.0,distribution,0.5,-1.412605,3181.045611224471,0.028326091345032122,8.775755,91.86321707669818,0.15438841662974462,central,True,True,True
291	−200,lattice,2,0.0,distribution,2.0,42.80432,30.33733525280511,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,central,False,False,False	291	+200,lattice,2,0.0,distribution,2.0,40.85552,92.86808953310519,0.9613587602597989,8.775755,91.86321707669818,0.15438841662974462,central,False,True,False
292	−200,lattice,2,0.0,network,0.5,2.7124699999999997,377.73302002725575,0.07936924603652888,8.5258725,94.68278850901093,0.15032186570694886,central,True,True,True	292	+200,lattice,2,0.0,network,0.5,-1.415455,3183.791245102122,0.028285506976509008,8.5258725,94.68278850901093,0.15032186570694886,central,True,True,True
293	−200,lattice,2,0.0,network,2.0,38.36372,33.82015763100428,0.8652040837617074,8.5258725,94.68278850901093,0.15032186570694886,central,False,False,False	293	+200,lattice,2,0.0,network,2.0,36.395795,103.67189756676369,0.8618290426026689,8.5258725,94.68278850901093,0.15032186570694886,central,False,True,False
294	−200,lattice,2,0.0,none,0.5,2.71307,377.42040466468,0.0794378010811781,8.775755,91.86321707669818,0.15438841662974462,central,True,True,True	294	+200,lattice,2,0.0,none,0.5,-1.412605,3181.045611224471,0.028326091345032122,8.775755,91.86321707669818,0.15438841662974462,central,True,True,True
295	−200,lattice,2,0.0,none,2.0,42.80432,30.33733525280511,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,central,False,False,False	295	+200,lattice,2,0.0,none,2.0,40.85552,92.86808953310519,0.9613587602597989,8.775755,91.86321707669818,0.15438841662974462,central,False,True,False
296	−200,lattice,2,1.0,distribution,0.5,2.7316475000000002,369.4537010715468,0.0794378010811781,8.775755,91.86321707669818,0.15438841662974462,central,True,True,True	296	+200,lattice,2,1.0,distribution,0.5,-1.30114,3049.0649213110078,0.028326091345032122,8.775755,91.86321707669818,0.15438841662974462,central,True,True,True
297	−200,lattice,2,1.0,distribution,2.0,42.822897499999996,29.69949434579,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,central,False,False,False	297	+200,lattice,2,1.0,distribution,2.0,40.966985,89.02988390035478,0.9613587602597989,8.775755,91.86321707669818,0.15438841662974462,central,False,False,False
298	−200,lattice,2,1.0,network,0.5,2.7469324999999998,363.0513905205107,0.07936924603652888,8.5258725,94.68278850901093,0.15032186570694886,central,True,True,True	298	+200,lattice,2,1.0,network,0.5,-1.20868,2939.459816403904,0.028285506976509008,8.5258725,94.68278850901093,0.15032186570694886,central,True,True,True
299	−200,lattice,2,1.0,network,2.0,38.3981825,32.49979021197973,0.8652040837617074,8.5258725,94.68278850901093,0.15032186570694886,central,False,False,False	299	+200,lattice,2,1.0,network,2.0,36.60257,95.71814028143109,0.8618290426026689,8.5258725,94.68278850901093,0.15032186570694886,central,False,True,False
300	−200,lattice,2,1.0,none,0.5,2.7467375,363.0662951645206,0.0794378010811781,8.775755,91.86321707669818,0.15438841662974462,central,True,True,True	300	+200,lattice,2,1.0,none,0.5,-1.2106000000000001,2942.5700946707598,0.028326091345032122,8.775755,91.86321707669818,0.15438841662974462,central,True,True,True
301	−200,lattice,2,1.0,none,2.0,42.8379875,29.180941544740644,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,central,False,False,False	301	+200,lattice,2,1.0,none,2.0,41.057525,85.90771175421261,0.9613587602597989,8.775755,91.86321707669818,0.15438841662974462,central,False,False,False
302	−200,lattice,8,0.0,distribution,0.5,2.74307,374.17644900041324,0.08010193428345819,55.043255,15.254723116920271,0.9177897283027365,central,True,True,True	302	+200,lattice,8,0.0,distribution,0.5,-1.412605,3181.045611224471,0.028326091345032122,55.043255,15.254723116920271,0.9177897283027365,central,True,True,True
303	−200,lattice,8,0.0,distribution,2.0,44.414945,29.247757181144955,1.0,55.043255,15.254723116920271,0.9177897283027365,central,True,True,False	303	+200,lattice,8,0.0,distribution,2.0,42.466145,89.52473831892496,0.9969724618447247,55.043255,15.254723116920271,0.9177897283027365,central,True,True,False
304	−200,lattice,8,0.0,network,0.5,2.74247,374.4945167671518,0.08003577570341636,55.074622500000004,15.258806246238406,0.9175476942349328,central,True,True,True	304	+200,lattice,8,0.0,network,0.5,-1.415455,3183.791245102122,0.028285506976509008,55.074622500000004,15.258806246238406,0.9175476942349328,central,True,True,True
305	−200,lattice,8,0.0,network,2.0,44.470595,29.232269541500283,1.0,55.074622500000004,15.258806246238406,0.9175476942349328,central,True,True,False	305	+200,lattice,8,0.0,network,2.0,42.485795,89.57634900881017,0.9962523290060407,55.074622500000004,15.258806246238406,0.9175476942349328,central,True,True,False
306	−200,lattice,8,0.0,none,0.5,2.74307,374.17644900041324,0.08010193428345819,55.043255,15.254723116920271,0.9177897283027365,central,True,True,True	306	+200,lattice,8,0.0,none,0.5,-1.412605,3181.045611224471,0.028326091345032122,55.043255,15.254723116920271,0.9177897283027365,central,True,True,True
307	−200,lattice,8,0.0,none,2.0,44.414945,29.247757181144955,1.0,55.043255,15.254723116920271,0.9177897283027365,central,True,True,False	307	+200,lattice,8,0.0,none,2.0,42.466145,89.52473831892496,0.9969724618447247,55.043255,15.254723116920271,0.9177897283027365,central,True,True,False
308	−200,lattice,8,1.0,distribution,0.5,2.7616475,366.2787550249242,0.08010193428345819,55.043255,15.254723116920271,0.9177897283027365,central,True,True,True	308	+200,lattice,8,1.0,distribution,0.5,-1.30114,3049.0649213110078,0.028326091345032122,55.043255,15.254723116920271,0.9177897283027365,central,True,True,True
309	−200,lattice,8,1.0,distribution,2.0,44.433522499999995,28.632472996695192,1.0,55.043255,15.254723116920271,0.9177897283027365,central,True,True,False	309	+200,lattice,8,1.0,distribution,2.0,42.57761,85.82263190467083,0.9969724618447247,55.043255,15.254723116920271,0.9177897283027365,central,True,True,False
310	−200,lattice,8,1.0,network,0.5,2.7769325,359.9383862809427,0.08003577570341636,55.074622500000004,15.258806246238406,0.9175476942349328,central,True,True,True	310	+200,lattice,8,1.0,network,0.5,-1.20868,2939.459816403904,0.028285506976509008,55.074622500000004,15.258806246238406,0.9175476942349328,central,True,True,True
311	−200,lattice,8,1.0,network,2.0,44.5050575,28.09164706889266,1.0,55.074622500000004,15.258806246238406,0.9175476942349328,central,True,True,False	311	+200,lattice,8,1.0,network,2.0,42.69257,82.70787818053842,0.9962523290060407,55.074622500000004,15.258806246238406,0.9175476942349328,central,True,True,False
312	−200,lattice,8,1.0,none,0.5,2.7767375,359.94208353228237,0.08010193428345819,55.043255,15.254723116920271,0.9177897283027365,central,True,True,True	312	+200,lattice,8,1.0,none,0.5,-1.2106000000000001,2942.5700946707598,0.028326091345032122,55.043255,15.254723116920271,0.9177897283027365,central,True,True,True
313	−200,lattice,8,1.0,none,2.0,44.448612499999996,28.13288809274241,1.0,55.043255,15.254723116920271,0.9177897283027365,central,True,True,False	313	+200,lattice,8,1.0,none,2.0,42.668150000000004,82.81500529462633,0.9969724618447247,55.043255,15.254723116920271,0.9177897283027365,central,True,True,False
314	−200,random,2,0.0,distribution,0.5,2.81276,358.99611180735303,0.08246746486286122,6.1312975000000005,126.16762544077731,0.11141168571551739,central,True,True,True	314	+200,random,2,0.0,distribution,0.5,-1.4237650000000002,3245.779197669416,0.027781656958066055,6.1312975000000005,126.16762544077731,0.11141168571551739,central,True,True,True
315	−200,random,2,0.0,distribution,2.0,33.96776,37.796908123414156,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,central,False,False,False	315	+200,random,2,0.0,distribution,2.0,32.178110000000004,114.89770727736787,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,central,False,False,False
316	−200,random,2,0.0,network,0.5,2.81216,359.18786536569394,0.08236806438679146,6.2109925,124.90274401505911,0.11294699947162923,central,True,True,True	316	+200,random,2,0.0,network,0.5,-1.426615,3246.2464844529204,0.027727701482698687,6.2109925,124.90274401505911,0.11294699947162923,central,True,True,True
317	−200,random,2,0.0,network,2.0,32.004035,40.09163087768276,0.7339653532225782,6.2109925,124.90274401505911,0.11294699947162923,central,False,False,False	317	+200,random,2,0.0,network,2.0,30.212135,121.90890722637688,0.7339653532225782,6.2109925,124.90274401505911,0.11294699947162923,central,False,False,False
318	−200,random,2,0.0,none,0.5,2.81276,358.99611180735303,0.08246746486286122,6.1312975000000005,126.16762544077731,0.11141168571551739,central,True,True,True	318	+200,random,2,0.0,none,0.5,-1.4237650000000002,3245.779197669416,0.027781656958066055,6.1312975000000005,126.16762544077731,0.11141168571551739,central,True,True,True
319	−200,random,2,0.0,none,2.0,33.96776,37.796908123414156,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,central,False,False,False	319	+200,random,2,0.0,none,2.0,32.178110000000004,114.89770727736787,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,central,False,False,False
320	−200,random,2,1.0,distribution,0.5,2.8306575,351.65449771183853,0.08246746486286122,6.1312975000000005,126.16762544077731,0.11141168571551739,central,True,True,True	320	+200,random,2,1.0,distribution,0.5,-1.31638,3114.3583688252415,0.027781656958066055,6.1312975000000005,126.16762544077731,0.11141168571551739,central,True,True,True
321	−200,random,2,1.0,distribution,2.0,33.9856575,37.023832148474554,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,central,False,False,False	321	+200,random,2,1.0,distribution,2.0,32.285495,110.25925142773028,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,central,False,False,False
322	−200,random,2,1.0,network,0.5,2.847295,344.7944522920906,0.08236806438679146,6.2109925,124.90274401505911,0.11294699947162923,central,True,True,True	322	+200,random,2,1.0,network,0.5,-1.215805,2989.8843351858777,0.027727701482698687,6.2109925,124.90274401505911,0.11294699947162923,central,True,True,True
323	−200,random,2,1.0,network,2.0,32.03917,38.486486390507196,0.7339653532225782,6.2109925,124.90274401505911,0.11294699947162923,central,False,False,False	323	+200,random,2,1.0,network,2.0,30.422945,112.27804030332348,0.7339653532225782,6.2109925,124.90274401505911,0.11294699947162923,central,False,False,False
324	−200,random,2,1.0,none,0.5,2.8464425,345.1825754636327,0.08246746486286122,6.1312975000000005,126.16762544077731,0.11141168571551739,central,True,True,True	324	+200,random,2,1.0,none,0.5,-1.22167,2998.743172318788,0.027781656958066055,6.1312975000000005,126.16762544077731,0.11141168571551739,central,True,True,True
325	−200,random,2,1.0,none,2.0,34.001442499999996,36.34345215836098,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,central,False,False,False	325	+200,random,2,1.0,none,2.0,32.380205,106.17697148704886,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,central,False,False,False
326	−200,random,8,0.0,distribution,0.5,3.0546349999999998,338.2919290520884,0.08786355191519378,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,True	326	+200,random,8,0.0,distribution,0.5,-1.390015,3166.4191629773695,0.02853391415952857,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,True
327	−200,random,8,0.0,distribution,2.0,43.86401,29.41213540183328,1.0,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,False	327	+200,random,8,0.0,distribution,2.0,42.07436,89.41213540183328,1.0,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,False
328	−200,random,8,0.0,network,0.5,3.054035,338.50027076703253,0.08776674584484546,52.8216175,15.726134569270153,0.8902749732410529,central,True,True,True	328	+200,random,8,0.0,network,0.5,-1.392865,3166.958192500751,0.028479874272924838,52.8216175,15.726134569270153,0.8902749732410529,central,True,True,True
329	−200,random,8,0.0,network,2.0,43.91966,29.39992183024108,1.0,52.8216175,15.726134569270153,0.8902749732410529,central,True,True,False	329	+200,random,8,0.0,network,2.0,42.12776,89.39992183024108,1.0,52.8216175,15.726134569270153,0.8902749732410529,central,True,True,False
330	−200,random,8,0.0,none,0.5,3.0546349999999998,338.2919290520884,0.08786355191519378,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,True	330	+200,random,8,0.0,none,0.5,-1.390015,3166.4191629773695,0.02853391415952857,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,True
331	−200,random,8,0.0,none,2.0,43.86401,29.41213540183328,1.0,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,False	331	+200,random,8,0.0,none,2.0,42.07436,89.41213540183328,1.0,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,False
332	−200,random,8,1.0,distribution,0.5,3.0725325,331.36715257955495,0.08786355191519378,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,True	332	+200,random,8,1.0,distribution,0.5,-1.2826300000000002,3038.2470501076527,0.02853391415952857,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,True
333	−200,random,8,1.0,distribution,2.0,43.881907500000004,28.811661534775226,1.0,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,False	333	+200,random,8,1.0,distribution,2.0,42.181745,85.80929219948496,1.0,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,False
334	−200,random,8,1.0,network,0.5,3.08917,324.917726650899,0.08776674584484546,52.8216175,15.726134569270153,0.8902749732410529,central,True,True,True	334	+200,random,8,1.0,network,0.5,-1.182055,2916.808896140682,0.028479874272924838,52.8216175,15.726134569270153,0.8902749732410529,central,True,True,True
335	−200,random,8,1.0,network,2.0,43.954795,28.222998524345012,1.0,52.8216175,15.726134569270153,0.8902749732410529,central,True,True,False	335	+200,random,8,1.0,network,2.0,42.33857,82.33838199486466,1.0,52.8216175,15.726134569270153,0.8902749732410529,central,True,True,False
336	−200,random,8,1.0,none,0.5,3.0883175,325.2730505370081,0.08786355191519378,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,True	336	+200,random,8,1.0,none,0.5,-1.18792,2925.3496188229565,0.02853391415952857,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,True
337	−200,random,8,1.0,none,2.0,43.897692500000005,28.282411102529466,1.0,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,False	337	+200,random,8,1.0,none,2.0,42.276455,82.6337896060104,1.0,52.9912975,15.702435117926743,0.8916388426836861,central,True,True,False
338	−200,smallworld,2,0.0,distribution,0.5,3.15402,341.09766407380323,0.0895347941844359,9.01252,88.155128702819,0.16047496385746754,central,True,True,True	338	+200,smallworld,2,0.0,distribution,0.5,-1.47153,3357.440341785078,0.026905941222606894,9.01252,88.155128702819,0.16047496385746754,central,True,True,True
339	−200,smallworld,2,0.0,distribution,2.0,41.840895,30.97199641213502,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,central,False,False,False	339	+200,smallworld,2,0.0,distribution,2.0,39.712845,95.0767395910728,0.9403204577774735,9.01252,88.155128702819,0.16047496385746754,central,False,True,False
340	−200,smallworld,2,0.0,network,0.5,3.1521,341.715508953454,0.08910653308747822,8.63155,92.13839535009973,0.1529075291228682,central,True,True,True	340	+200,smallworld,2,0.0,network,0.5,-1.4806500000000002,3368.960321629859,0.026789244023492892,8.63155,92.13839535009973,0.1529075291228682,central,True,True,True
341	−200,smallworld,2,0.0,network,2.0,38.0346,34.070907266719615,0.8599876540033586,8.63155,92.13839535009973,0.1529075291228682,central,False,False,False	341	+200,smallworld,2,0.0,network,2.0,36.06435,104.39543011490721,0.8565208400217803,8.63155,92.13839535009973,0.1529075291228682,central,False,True,False
342	−200,smallworld,2,0.0,none,0.5,3.15402,341.09766407380323,0.0895347941844359,9.01252,88.155128702819,0.16047496385746754,central,True,True,True	342	+200,smallworld,2,0.0,none,0.5,-1.47153,3357.440341785078,0.026905941222606894,9.01252,88.155128702819,0.16047496385746754,central,True,True,True
343	−200,smallworld,2,0.0,none,2.0,41.840895,30.97199641213502,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,central,False,False,False	343	+200,smallworld,2,0.0,none,2.0,39.712845,95.0767395910728,0.9403204577774735,9.01252,88.155128702819,0.16047496385746754,central,False,True,False
344	−200,smallworld,2,1.0,distribution,0.5,3.1725325,333.9665054829465,0.0895347941844359,9.01252,88.155128702819,0.16047496385746754,central,True,True,True	344	+200,smallworld,2,1.0,distribution,0.5,-1.360455,3219.509267697336,0.026905941222606894,9.01252,88.155128702819,0.16047496385746754,central,True,True,True
345	−200,smallworld,2,1.0,distribution,2.0,41.8594075,30.320542915034157,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,central,False,False,False	345	+200,smallworld,2,1.0,distribution,2.0,39.82392,91.13788047580049,0.9403204577774735,9.01252,88.155128702819,0.16047496385746754,central,False,True,False
346	−200,smallworld,2,1.0,network,0.5,3.1856325,328.680734691608,0.08910653308747822,8.63155,92.13839535009973,0.1529075291228682,central,True,True,True	346	+200,smallworld,2,1.0,network,0.5,-1.279455,3118.2267819318567,0.026789244023492892,8.63155,92.13839535009973,0.1529075291228682,central,True,True,True
347	−200,smallworld,2,1.0,network,2.0,38.0681325,32.77526025688926,0.8599876540033586,8.63155,92.13839535009973,0.1529075291228682,central,False,False,False	347	+200,smallworld,2,1.0,network,2.0,36.265545,96.58906886864906,0.8565208400217803,8.63155,92.13839535009973,0.1529075291228682,central,False,True,False
348	−200,smallworld,2,1.0,none,0.5,3.1883749999999997,327.8376605147852,0.0895347941844359,9.01252,88.155128702819,0.16047496385746754,central,True,True,True	348	+200,smallworld,2,1.0,none,0.5,-1.2654,3100.488509103725,0.026905941222606894,9.01252,88.155128702819,0.16047496385746754,central,True,True,True
349	−200,smallworld,2,1.0,none,2.0,41.87525,29.763727642862438,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,central,False,False,False	349	+200,smallworld,2,1.0,none,2.0,39.918974999999996,87.77021046947854,0.9403204577774735,9.01252,88.155128702819,0.16047496385746754,central,False,False,False
350	−200,smallworld,8,0.0,distribution,0.5,3.18402,338.1871218258789,0.09020781090955172,53.98252,15.333428477760405,0.913077295736973,central,True,True,True	350	+200,smallworld,8,0.0,distribution,0.5,-1.47153,3357.440341785078,0.026905941222606894,53.98252,15.333428477760405,0.913077295736973,central,True,True,True
351	−200,smallworld,8,0.0,distribution,2.0,44.210895,29.31601371868071,1.0,53.98252,15.333428477760405,0.913077295736973,central,True,True,False	351	+200,smallworld,8,0.0,distribution,2.0,42.071595,89.98808279616424,0.9927039212071844,53.98252,15.333428477760405,0.913077295736973,central,True,True,False
352	−200,smallworld,8,0.0,network,0.5,3.1821,338.80466060467717,0.089777328324682,54.323425,15.348572167907204,0.912185744253645,central,True,True,True	352	+200,smallworld,8,0.0,network,0.5,-1.4806500000000002,3368.960321629859,0.026789244023492892,54.323425,15.348572167907204,0.912185744253645,central,True,True,True
353	−200,smallworld,8,0.0,network,2.0,44.388975,29.259184947556527,1.0,54.323425,15.348572167907204,0.912185744253645,central,True,True,False	353	+200,smallworld,8,0.0,network,2.0,42.369975000000004,89.67190043264728,0.995458698344318,54.323425,15.348572167907204,0.912185744253645,central,True,True,False
354	−200,smallworld,8,0.0,none,0.5,3.18402,338.1871218258789,0.09020781090955172,53.98252,15.333428477760405,0.913077295736973,central,True,True,True	354	+200,smallworld,8,0.0,none,0.5,-1.47153,3357.440341785078,0.026905941222606894,53.98252,15.333428477760405,0.913077295736973,central,True,True,True
355	−200,smallworld,8,0.0,none,2.0,44.210895,29.31601371868071,1.0,53.98252,15.333428477760405,0.913077295736973,central,True,True,False	355	+200,smallworld,8,0.0,none,2.0,42.071595,89.98808279616424,0.9927039212071844,53.98252,15.333428477760405,0.913077295736973,central,True,True,False
356	−200,smallworld,8,1.0,distribution,0.5,3.2025325,331.1191525961653,0.09020781090955172,53.98252,15.333428477760405,0.913077295736973,central,True,True,True	356	+200,smallworld,8,1.0,distribution,0.5,-1.360455,3219.509267697336,0.026905941222606894,53.98252,15.333428477760405,0.913077295736973,central,True,True,True
357	−200,smallworld,8,1.0,distribution,2.0,44.2294075,28.699683290343728,1.0,53.98252,15.333428477760405,0.913077295736973,central,True,True,False	357	+200,smallworld,8,1.0,distribution,2.0,42.18267,86.26189315368885,0.9927039212071844,53.98252,15.333428477760405,0.913077295736973,central,True,True,False
358	−200,smallworld,8,1.0,network,0.5,3.2156325,325.881628793048,0.089777328324682,54.323425,15.348572167907204,0.912185744253645,central,True,True,True	358	+200,smallworld,8,1.0,network,0.5,-1.279455,3118.2267819318567,0.026789244023492892,54.323425,15.348572167907204,0.912185744253645,central,True,True,True
359	−200,smallworld,8,1.0,network,2.0,44.4225075,28.14846177934563,1.0,54.323425,15.348572167907204,0.912185744253645,central,True,True,False	359	+200,smallworld,8,1.0,network,2.0,42.57117,82.97733117097695,0.995458698344318,54.323425,15.348572167907204,0.912185744253645,central,True,True,False
360	−200,smallworld,8,1.0,none,0.5,3.218375,325.0405535155603,0.09020781090955172,53.98252,15.333428477760405,0.913077295736973,central,True,True,True	360	+200,smallworld,8,1.0,none,0.5,-1.2654,3100.488509103725,0.026905941222606894,53.98252,15.333428477760405,0.913077295736973,central,True,True,True
361	−200,smallworld,8,1.0,none,2.0,44.24525,28.17267533022059,1.0,53.98252,15.333428477760405,0.913077295736973,central,True,True,False	361	+200,smallworld,8,1.0,none,2.0,42.277725000000004,83.07477659060739,0.9927039212071844,53.98252,15.333428477760405,0.913077295736973,central,True,True,False
362	−800,lattice,2,0.0,distribution,0.5,3.3544925,313.39966690259405,0.0944046833485211,9.34502125,84.59560439220563,0.1658897928447522,central,True,True,True	362	+800,lattice,2,0.0,distribution,0.5,-2.08215625,3896.5313275340186,0.02915633232499347,9.34502125,84.59560439220563,0.1658897928447522,central,True,True,True
363	−800,lattice,2,0.0,distribution,2.0,42.601055,30.301676047413572,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,central,False,False,False	363	+800,lattice,2,0.0,distribution,2.0,39.853156250000005,117.5852045565517,0.9643546269646364,9.34502125,84.59560439220563,0.1658897928447522,central,False,True,False
364	−800,lattice,2,0.0,network,0.5,3.3550675,313.22046606543597,0.09452535924733738,8.79715875,89.64490129320194,0.1564601145351216,central,True,True,True	364	+800,lattice,2,0.0,network,0.5,-2.0785625,3892.709074812625,0.029192333041577777,8.79715875,89.64490129320194,0.1564601145351216,central,True,True,True
365	−800,lattice,2,0.0,network,2.0,38.6350675,33.32586805237986,0.8822175945412374,8.79715875,89.64490129320194,0.1564601145351216,central,False,False,False	365	+800,lattice,2,0.0,network,2.0,35.96096875,129.0911785067454,0.8785177838626155,8.79715875,89.64490129320194,0.1564601145351216,central,False,True,False
366	−800,lattice,2,0.0,none,0.5,3.3544925,313.39966690259405,0.0944046833485211,9.34502125,84.59560439220563,0.1658897928447522,central,True,True,True	366	+800,lattice,2,0.0,none,0.5,-2.08215625,3896.5313275340186,0.02915633232499347,9.34502125,84.59560439220563,0.1658897928447522,central,True,True,True
367	−800,lattice,2,0.0,none,2.0,42.601055,30.301676047413572,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,central,False,False,False	367	+800,lattice,2,0.0,none,2.0,39.853156250000005,117.5852045565517,0.9643546269646364,9.34502125,84.59560439220563,0.1658897928447522,central,False,True,False
368	−800,lattice,2,1.0,distribution,0.5,3.3718925,307.1654551041956,0.0944046833485211,9.34502125,84.59560439220563,0.1658897928447522,central,True,True,True	368	+800,lattice,2,1.0,distribution,0.5,-1.94295625,3736.493222381539,0.02915633232499347,9.34502125,84.59560439220563,0.1658897928447522,central,True,True,True
369	−800,lattice,2,1.0,distribution,2.0,42.618455,29.701281451363407,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,central,False,False,False	369	+800,lattice,2,1.0,distribution,2.0,39.99235625,112.75444920892059,0.9643546269646364,9.34502125,84.59560439220563,0.1658897928447522,central,False,True,False
370	−800,lattice,2,1.0,network,0.5,3.3883324999999997,301.3355918172084,0.09452535924733738,8.79715875,89.64490129320194,0.1564601145351216,central,True,True,True	370	+800,lattice,2,1.0,network,0.5,-1.8124425000000002,3586.527629762063,0.029192333041577777,8.79715875,89.64490129320194,0.1564601145351216,central,True,True,True
371	−800,lattice,2,1.0,network,2.0,38.6683325,32.06318571771174,0.8822175945412374,8.79715875,89.64490129320194,0.1564601145351216,central,False,False,False	371	+800,lattice,2,1.0,network,2.0,36.22708875,118.94632826753798,0.8785177838626155,8.79715875,89.64490129320194,0.1564601145351216,central,False,True,False
372	−800,lattice,2,1.0,none,0.5,3.3877575,301.50056087410695,0.0944046833485211,9.34502125,84.59560439220563,0.1658897928447522,central,True,True,True	372	+800,lattice,2,1.0,none,0.5,-1.81603625,3590.5987553239656,0.02915633232499347,9.34502125,84.59560439220563,0.1658897928447522,central,True,True,True
373	−800,lattice,2,1.0,none,2.0,42.63432,29.15399447096135,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,central,False,False,False	373	+800,lattice,2,1.0,none,2.0,40.11927625,108.35214872282327,0.9643546269646364,9.34502125,84.59560439220563,0.1658897928447522,central,False,True,False
374	−800,lattice,8,0.0,distribution,0.5,3.387305,310.95383762743324,0.0951355410698737,54.264865,15.249276040898145,0.9180845245085435,central,True,True,True	374	+800,lattice,8,0.0,distribution,0.5,-2.07653125,3880.1941801532166,0.029280951083439227,54.264865,15.249276040898145,0.9180845245085435,central,True,True,True
375	−800,lattice,8,0.0,distribution,2.0,43.96418,29.381285051981223,1.0,54.264865,15.249276040898145,0.9180845245085435,central,True,True,False	375	+800,lattice,8,0.0,distribution,2.0,41.1783125,114.09227611339799,0.9938487120178598,54.264865,15.249276040898145,0.9180845245085435,central,True,True,False
376	−800,lattice,8,0.0,network,0.5,3.38788,310.7747595298598,0.09525644757912216,54.28465875,15.266201589195028,0.9170642970533586,central,True,True,True	376	+800,lattice,8,0.0,network,0.5,-2.0729375,3876.4828054161235,0.029317914885842053,54.28465875,15.266201589195028,0.9170642970533586,central,True,True,True
377	−800,lattice,8,0.0,network,2.0,43.91084875,29.396746893459486,1.0,54.28465875,15.266201589195028,0.9170642970533586,central,True,True,False	377	+800,lattice,8,0.0,network,2.0,41.19175,113.93815952154608,0.9952971727697528,54.28465875,15.266201589195028,0.9170642970533586,central,True,True,False
378	−800,lattice,8,0.0,none,0.5,3.387305,310.95383762743324,0.0951355410698737,54.264865,15.249276040898145,0.9180845245085435,central,True,True,True	378	+800,lattice,8,0.0,none,0.5,-2.07653125,3880.1941801532166,0.029280951083439227,54.264865,15.249276040898145,0.9180845245085435,central,True,True,True
379	−800,lattice,8,0.0,none,2.0,43.96418,29.381285051981223,1.0,54.264865,15.249276040898145,0.9180845245085435,central,True,True,False	379	+800,lattice,8,0.0,none,2.0,41.1783125,114.09227611339799,0.9938487120178598,54.264865,15.249276040898145,0.9180845245085435,central,True,True,False
380	−800,lattice,8,1.0,distribution,0.5,3.404705,304.76965504715446,0.0951355410698737,54.264865,15.249276040898145,0.9180845245085435,central,True,True,True	380	+800,lattice,8,1.0,distribution,0.5,-1.93733125,3720.7957160314963,0.029280951083439227,54.264865,15.249276040898145,0.9180845245085435,central,True,True,True
381	−800,lattice,8,1.0,distribution,2.0,43.98158,28.79918014323747,1.0,54.264865,15.249276040898145,0.9180845245085435,central,True,True,False	381	+800,lattice,8,1.0,distribution,2.0,41.3175125,109.40518736798175,0.9938487120178598,54.264865,15.249276040898145,0.9180845245085435,central,True,True,False
382	−800,lattice,8,1.0,network,0.5,3.4211449999999997,298.9840694157328,0.09525644757912216,54.28465875,15.266201589195028,0.9170642970533586,central,True,True,True	382	+800,lattice,8,1.0,network,0.5,-1.8068175000000002,3571.541497908761,0.029317914885842053,54.28465875,15.266201589195028,0.9170642970533586,central,True,True,True
383	−800,lattice,8,1.0,network,2.0,43.94411375,28.282831393228317,1.0,54.28465875,15.266201589195028,0.9170642970533586,central,True,True,False	383	+800,lattice,8,1.0,network,2.0,41.45787,104.98317845553794,0.9952971727697528,54.28465875,15.266201589195028,0.9170642970533586,central,True,True,False
384	−800,lattice,8,1.0,none,0.5,3.4205699999999997,299.1488587006539,0.0951355410698737,54.264865,15.249276040898145,0.9180845245085435,central,True,True,True	384	+800,lattice,8,1.0,none,0.5,-1.81041125,3575.528378128432,0.029280951083439227,54.264865,15.249276040898145,0.9180845245085435,central,True,True,True
385	−800,lattice,8,1.0,none,2.0,43.997445,28.26843492913839,1.0,54.264865,15.249276040898145,0.9180845245085435,central,True,True,False	385	+800,lattice,8,1.0,none,2.0,41.4444325,105.13291256605741,0.9938487120178598,54.264865,15.249276040898145,0.9180845245085435,central,True,True,False
386	−800,random,2,0.0,distribution,0.5,2.58767875,384.08849742796957,0.07710566236843022,6.172789375,124.65821735272607,0.11260578388440388,central,True,True,True	386	+800,random,2,0.0,distribution,0.5,-2.1233750000000002,4039.056277619098,0.028343824690074414,6.172789375,124.65821735272607,0.11260578388440388,central,True,True,True
387	−800,random,2,0.0,distribution,2.0,33.62596,38.25004432788044,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,central,False,False,False	387	+800,random,2,0.0,distribution,2.0,31.09834375,147.79059804250264,0.7671201265232421,6.172789375,124.65821735272607,0.11260578388440388,central,False,True,False
388	−800,random,2,0.0,network,0.5,2.58816375,383.87143801627394,0.07718282866676009,6.2181693749999996,124.23505425262383,0.11289846324201654,central,True,True,True	388	+800,random,2,0.0,network,0.5,-2.12034375,4035.3692181617225,0.028372245029580953,6.2181693749999996,124.23505425262383,0.11289846324201654,central,True,True,True
389	−800,random,2,0.0,network,2.0,31.54566375,40.68155914790413,0.7218159486690802,6.2181693749999996,124.23505425262383,0.11289846324201654,central,False,False,False	389	+800,random,2,0.0,network,2.0,29.008875,157.19196691013022,0.7213487559780503,6.2181693749999996,124.23505425262383,0.11289846324201654,central,False,True,False
390	−800,random,2,0.0,none,0.5,2.58767875,384.08849742796957,0.07710566236843022,6.172789375,124.65821735272607,0.11260578388440388,central,True,True,True	390	+800,random,2,0.0,none,0.5,-2.1233750000000002,4039.056277619098,0.028343824690074414,6.172789375,124.65821735272607,0.11260578388440388,central,True,True,True
391	−800,random,2,0.0,none,2.0,33.62596,38.25004432788044,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,central,False,False,False	391	+800,random,2,0.0,none,2.0,31.09834375,147.79059804250264,0.7671201265232421,6.172789375,124.65821735272607,0.11260578388440388,central,False,True,False
392	−800,random,2,1.0,distribution,0.5,2.604725,376.6473759516576,0.07710566236843022,6.172789375,124.65821735272607,0.11260578388440388,central,True,True,True	392	+800,random,2,1.0,distribution,0.5,-1.987005,3877.334799721086,0.028343824690074414,6.172789375,124.65821735272607,0.11260578388440388,central,True,True,True
393	−800,random,2,1.0,distribution,2.0,33.64300625,37.50878040737982,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,central,False,False,False	393	+800,random,2,1.0,distribution,2.0,31.23471375,141.8588584519378,0.7671201265232421,6.172789375,124.65821735272607,0.11260578388440388,central,False,True,False
394	−800,random,2,1.0,network,0.5,2.621114375,369.4814775220555,0.07718282866676009,6.2181693749999996,124.23505425262383,0.11289846324201654,central,True,True,True	394	+800,random,2,1.0,network,0.5,-1.8567387500000003,3722.0947941914933,0.028372245029580953,6.2181693749999996,124.23505425262383,0.11289846324201654,central,True,True,True
395	−800,random,2,1.0,network,2.0,31.578614375,39.1571649805487,0.7218159486690802,6.2181693749999996,124.23505425262383,0.11289846324201654,central,False,False,False	395	+800,random,2,1.0,network,2.0,29.27248,144.98874389103835,0.7213487559780503,6.2181693749999996,124.23505425262383,0.11289846324201654,central,False,True,False
396	−800,random,2,1.0,none,0.5,2.620454375,369.7751684764925,0.07710566236843022,6.172789375,124.65821735272607,0.11260578388440388,central,True,True,True	396	+800,random,2,1.0,none,0.5,-1.86117,3727.743553797258,0.028343824690074414,6.172789375,124.65821735272607,0.11260578388440388,central,True,True,True
397	−800,random,2,1.0,none,2.0,33.658735625,36.82470031004848,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,central,False,False,False	397	+800,random,2,1.0,none,2.0,31.36054875,136.38465451707947,0.7671201265232421,6.172789375,124.65821735272607,0.11260578388440388,central,False,True,False
398	−800,random,8,0.0,distribution,0.5,2.80049125,362.03697809532724,0.08183736353937514,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,True	398	+800,random,8,0.0,distribution,0.5,-2.09478125,3949.6124705875136,0.028979743174426583,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,True
399	−800,random,8,0.0,distribution,2.0,44.08892875,29.342776378506006,1.0,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,False	399	+800,random,8,0.0,distribution,2.0,41.553343749999996,113.38680998354737,0.9996128735247343,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,False
400	−800,random,8,0.0,network,0.5,2.80097625,361.8289340211305,0.0819182491507992,52.701763125,15.783068312780381,0.8870371319372273,central,True,True,True	400	+800,random,8,0.0,network,0.5,-2.09175,3945.9429832289634,0.029008306180842353,52.701763125,15.783068312780381,0.8870371319372273,central,True,True,True
401	−800,random,8,0.0,network,2.0,44.043945,29.356608801389132,1.0,52.701763125,15.783068312780381,0.8870371319372273,central,True,True,False	401	+800,random,8,0.0,network,2.0,41.48371875,113.46923394236612,0.9990137043189369,52.701763125,15.783068312780381,0.8870371319372273,central,True,True,False
402	−800,random,8,0.0,none,0.5,2.80049125,362.03697809532724,0.08183736353937514,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,True	402	+800,random,8,0.0,none,0.5,-2.09478125,3949.6124705875136,0.028979743174426583,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,True
403	−800,random,8,0.0,none,2.0,44.08892875,29.342776378506006,1.0,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,False	403	+800,random,8,0.0,none,2.0,41.553343749999996,113.38680998354737,0.9996128735247343,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,False
404	−800,random,8,1.0,distribution,0.5,2.8175375,355.02299573439143,0.08183736353937514,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,True	404	+800,random,8,1.0,distribution,0.5,-1.95841125,3791.5046350355174,0.028979743174426583,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,True
405	−800,random,8,1.0,distribution,2.0,44.105975,28.77418018398357,1.0,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,False	405	+800,random,8,1.0,distribution,2.0,41.689713749999996,108.83630963722892,0.9996128735247343,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,False
406	−800,random,8,1.0,network,0.5,2.833926875,348.2667529106138,0.0819182491507992,52.701763125,15.783068312780381,0.8870371319372273,central,True,True,True	406	+800,random,8,1.0,network,0.5,-1.8281450000000001,3639.589385184246,0.029008306180842353,52.701763125,15.783068312780381,0.8870371319372273,central,True,True,True
407	−800,random,8,1.0,network,2.0,44.076895625,28.256267761388045,1.0,52.701763125,15.783068312780381,0.8870371319372273,central,True,True,False	407	+800,random,8,1.0,network,2.0,41.74732375,104.65770698964296,0.9990137043189369,52.701763125,15.783068312780381,0.8870371319372273,central,True,True,False
408	−800,random,8,1.0,none,0.5,2.833266875,348.5448139390901,0.08183736353937514,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,True	408	+800,random,8,1.0,none,0.5,-1.8325762500000002,3645.245392817679,0.028979743174426583,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,True
409	−800,random,8,1.0,none,2.0,44.121704375,28.249490700370572,1.0,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,False	409	+800,random,8,1.0,none,2.0,41.81554875,104.63713214738324,0.9996128735247343,52.475914375,15.78236663582171,0.8870782566802364,central,True,True,False
410	−800,smallworld,2,0.0,distribution,0.5,2.9873287499999996,349.92330240633993,0.08607271959518326,8.674043125,91.18248326971805,0.15370256149809625,central,True,True,True	410	+800,smallworld,2,0.0,distribution,0.5,-2.0686875000000002,3855.9075025361326,0.02954505601877658,8.674043125,91.18248326971805,0.15370256149809625,central,True,True,True
411	−800,smallworld,2,0.0,distribution,2.0,42.00936,30.758162833033687,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,central,False,False,False	411	+800,smallworld,2,0.0,distribution,2.0,39.166312500000004,119.70382993613687,0.9470292946559921,8.674043125,91.18248326971805,0.15370256149809625,central,False,True,False
412	−800,smallworld,2,0.0,network,0.5,2.98863875,349.3027289963693,0.08626561366881497,8.487093125,92.89745914523014,0.15098588319105916,central,True,True,True	412	+800,smallworld,2,0.0,network,0.5,-2.0605,3846.2374085321126,0.029623510698120577,8.487093125,92.89745914523014,0.15098588319105916,central,True,True,True
413	−800,smallworld,2,0.0,network,2.0,38.152857499999996,33.74891807343252,0.8708798694061503,8.487093125,92.89745914523014,0.15098588319105916,central,False,False,False	413	+800,smallworld,2,0.0,network,2.0,35.4254375,130.94292799255604,0.8660136129758607,8.487093125,92.89745914523014,0.15098588319105916,central,False,True,False
414	−800,smallworld,2,0.0,none,0.5,2.9873287499999996,349.92330240633993,0.08607271959518326,8.674043125,91.18248326971805,0.15370256149809625,central,True,True,True	414	+800,smallworld,2,0.0,none,0.5,-2.0686875000000002,3855.9075025361326,0.02954505601877658,8.674043125,91.18248326971805,0.15370256149809625,central,True,True,True
415	−800,smallworld,2,0.0,none,2.0,42.00936,30.758162833033687,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,central,False,False,False	415	+800,smallworld,2,0.0,none,2.0,39.166312500000004,119.70382993613687,0.9470292946559921,8.674043125,91.18248326971805,0.15370256149809625,central,False,True,False
416	−800,smallworld,2,1.0,distribution,0.5,3.004655,343.00334956592627,0.08607271959518326,8.674043125,91.18248326971805,0.15370256149809625,central,True,True,True	416	+800,smallworld,2,1.0,distribution,0.5,-1.9300775000000001,3698.321956586926,0.02954505601877658,8.674043125,91.18248326971805,0.15370256149809625,central,True,True,True
417	−800,smallworld,2,1.0,distribution,2.0,42.02668625,30.15215423214521,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,central,False,False,False	417	+800,smallworld,2,1.0,distribution,2.0,39.3049225,114.8185223368926,0.9470292946559921,8.674043125,91.18248326971805,0.15370256149809625,central,False,True,False
418	−800,smallworld,2,1.0,network,0.5,3.02180125,336.1137347890805,0.08626561366881497,8.487093125,92.89745914523014,0.15098588319105916,central,True,True,True	418	+800,smallworld,2,1.0,network,0.5,-1.7952000000000001,3545.24298373873,0.029623510698120577,8.487093125,92.89745914523014,0.15098588319105916,central,True,True,True
419	−800,smallworld,2,1.0,network,2.0,38.18602,32.47414765548974,0.8708798694061503,8.487093125,92.89745914523014,0.15098588319105916,central,False,False,False	419	+800,smallworld,2,1.0,network,2.0,35.6907375,120.68714778652978,0.8660136129758607,8.487093125,92.89745914523014,0.15098588319105916,central,False,True,False
420	−800,smallworld,2,1.0,none,0.5,3.020440625,336.7375410740567,0.08607271959518326,8.674043125,91.18248326971805,0.15370256149809625,central,True,True,True	420	+800,smallworld,2,1.0,none,0.5,-1.8037925000000001,3555.1279686647254,0.02954505601877658,8.674043125,91.18248326971805,0.15370256149809625,central,True,True,True
421	−800,smallworld,2,1.0,none,2.0,42.042471875,29.599945203556665,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,central,False,False,False	421	+800,smallworld,2,1.0,none,2.0,39.4312075,110.36583930964169,0.9470292946559921,8.674043125,91.18248326971805,0.15370256149809625,central,False,True,False
422	−800,smallworld,8,0.0,distribution,0.5,3.02482875,346.4919204349665,0.0869098689475028,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,True	422	+800,smallworld,8,0.0,distribution,0.5,-2.06446875,3842.009462801835,0.029639013181646412,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,True
423	−800,smallworld,8,0.0,distribution,2.0,44.0634225,29.350991657569747,1.0,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,False	423	+800,smallworld,8,0.0,distribution,2.0,41.18053125,114.29103303484429,0.9918323208696573,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,False
424	−800,smallworld,8,0.0,network,0.5,3.02613875,345.8826479478839,0.08710707414227414,54.340218125,15.282179332658579,0.9161076059656031,central,True,True,True	424	+800,smallworld,8,0.0,network,0.5,-2.05628125,3832.370283741995,0.029717706387336625,54.340218125,15.282179332658579,0.9161076059656031,central,True,True,True
425	−800,smallworld,8,0.0,network,2.0,43.94192,29.38789680704445,1.0,54.340218125,15.282179332658579,0.9161076059656031,central,True,True,False	425	+800,smallworld,8,0.0,network,2.0,41.1460625,114.12266837792765,0.9936009416468626,54.340218125,15.282179332658579,0.9161076059656031,central,True,True,False
426	−800,smallworld,8,0.0,none,0.5,3.02482875,346.4919204349665,0.0869098689475028,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,True	426	+800,smallworld,8,0.0,none,0.5,-2.06446875,3842.009462801835,0.029639013181646412,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,True
427	−800,smallworld,8,0.0,none,2.0,44.0634225,29.350991657569747,1.0,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,False	427	+800,smallworld,8,0.0,none,2.0,41.18053125,114.29103303484429,0.9918323208696573,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,False
428	−800,smallworld,8,1.0,distribution,0.5,3.042155,339.6390569311528,0.0869098689475028,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,True	428	+800,smallworld,8,1.0,distribution,0.5,-1.9258587500000002,3684.9885271943886,0.029639013181646412,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,True
429	−800,smallworld,8,1.0,distribution,2.0,44.08074875,28.77275386386711,1.0,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,False	429	+800,smallworld,8,1.0,distribution,2.0,41.31914125,109.62705402895233,0.9918323208696573,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,False
430	−800,smallworld,8,1.0,network,0.5,3.05930125,332.8239679796158,0.08710707414227414,54.340218125,15.282179332658579,0.9161076059656031,central,True,True,True	430	+800,smallworld,8,1.0,network,0.5,-1.7909812500000002,3532.4497554520576,0.029717706387336625,54.340218125,15.282179332658579,0.9161076059656031,central,True,True,True
431	−800,smallworld,8,1.0,network,2.0,43.9750825,28.277757231029295,1.0,54.340218125,15.282179332658579,0.9161076059656031,central,True,True,False	431	+800,smallworld,8,1.0,network,2.0,41.4113625,105.1832158131024,0.9936009416468626,54.340218125,15.282179332658579,0.9161076059656031,central,True,True,False
432	−800,smallworld,8,1.0,none,0.5,3.057940625,333.4355256903693,0.0869098689475028,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,True	432	+800,smallworld,8,1.0,none,0.5,-1.79957375,3542.316201280641,0.029639013181646412,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,True
433	−800,smallworld,8,1.0,none,2.0,44.096534375,28.24580647196583,1.0,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,False	433	+800,smallworld,8,1.0,none,2.0,41.44542625,105.37556401812563,0.9918323208696573,54.479355625,15.283469981842364,0.9160283926563294,central,True,True,False
434	−50,lattice,2,0.0,distribution,0.5,40.11162,34.203357606831844,0.8435935652016926,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False	434	+50,lattice,2,0.0,distribution,0.5,1.49142,897.3250668658843,0.06741589758980342,9.10287,89.1969694849485,0.16230696945203638,federated,True,True,True
435	−50,lattice,2,0.0,distribution,2.0,46.82412,28.94043170343408,0.9782435472731877,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False	435	+50,lattice,2,0.0,distribution,2.0,45.77892,56.561363423595694,0.974519454008939,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False
436	−50,lattice,2,0.0,network,0.5,37.5089,36.53445406005536,0.7983198334922278,8.16797,99.60936198732347,0.1454776748409216,federated,False,False,False	436	+50,lattice,2,0.0,network,0.5,1.53674,890.0690145484295,0.06898098153580069,8.16797,99.60936198732347,0.1454776748409216,federated,True,True,True
437	−50,lattice,2,0.0,network,2.0,41.9114,32.09309631773837,0.8893022043916392,8.16797,99.60936198732347,0.1454776748409216,federated,False,False,False	437	+50,lattice,2,0.0,network,2.0,40.91924,62.656146409902576,0.8866948424284491,8.16797,99.60936198732347,0.1454776748409216,federated,False,False,False
438	−50,lattice,2,0.0,none,0.5,40.11162,34.203357606831844,0.8435935652016926,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False	438	+50,lattice,2,0.0,none,0.5,1.49142,897.3250668658843,0.06741589758980342,9.10287,89.1969694849485,0.16230696945203638,federated,True,True,True
439	−50,lattice,2,0.0,none,2.0,46.82412,28.94043170343408,0.9782435472731877,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False	439	+50,lattice,2,0.0,none,2.0,45.77892,56.561363423595694,0.974519454008939,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False
440	−50,lattice,2,1.0,distribution,0.5,40.13169,33.45331913009868,0.8435935652016926,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False	440	+50,lattice,2,1.0,distribution,0.5,1.5577299999999998,864.2139851635748,0.06741589758980342,9.10287,89.1969694849485,0.16230696945203638,federated,True,True,True
441	−50,lattice,2,1.0,distribution,2.0,46.84419,28.30932575266129,0.9782435472731877,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False	441	+50,lattice,2,1.0,distribution,2.0,45.84523,54.467667599954304,0.974519454008939,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False
442	−50,lattice,2,1.0,network,0.5,37.54453,35.105850922867106,0.7983198334922278,8.16797,99.60936198732347,0.1454776748409216,federated,False,False,False	442	+50,lattice,2,1.0,network,0.5,1.65307,831.7913552576007,0.06898098153580069,8.16797,99.60936198732347,0.1454776748409216,federated,True,True,True
443	−50,lattice,2,1.0,network,2.0,41.94703,30.836792531955048,0.8893022043916392,8.16797,99.60936198732347,0.1454776748409216,federated,False,False,False	443	+50,lattice,2,1.0,network,2.0,41.03557,58.53681740911142,0.8866948424284491,8.16797,99.60936198732347,0.1454776748409216,federated,False,False,False
444	−50,lattice,2,1.0,none,0.5,40.14842,32.83197936701024,0.8435935652016926,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False	444	+50,lattice,2,1.0,none,0.5,1.61141,836.8872544554732,0.06741589758980342,9.10287,89.1969694849485,0.16230696945203638,federated,True,True,True
445	−50,lattice,2,1.0,none,2.0,46.86092,27.78313845627691,0.9782435472731877,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False	445	+50,lattice,2,1.0,none,2.0,45.89891,52.77403458853988,0.974519454008939,9.10287,89.1969694849485,0.16230696945203638,federated,False,False,False
446	−50,lattice,8,0.0,distribution,0.5,40.96662,33.408960376766075,0.8607630416339926,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,True	446	+50,lattice,8,0.0,distribution,0.5,1.49142,897.3250668658843,0.06741589758980342,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,True
447	−50,lattice,8,0.0,distribution,2.0,47.91162,28.29946833919069,1.0,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,False	447	+50,lattice,8,0.0,distribution,2.0,46.86642,55.299673708004335,0.9962759067357513,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,False
448	−50,lattice,8,0.0,network,0.5,41.4014,33.40650282303699,0.8792475802165899,54.277969999999996,15.371883758350108,0.9108592554987828,federated,True,True,True	448	+50,lattice,8,0.0,network,0.5,1.5442399999999998,889.2152961939992,0.06913435576892953,54.277969999999996,15.371883758350108,0.9108592554987828,federated,True,True,True
449	−50,lattice,8,0.0,network,2.0,47.236399999999996,28.46775929256272,1.0,54.277969999999996,15.371883758350108,0.9108592554987828,federated,True,True,False	449	+50,lattice,8,0.0,network,2.0,46.214240000000004,55.581766405937394,0.9967791411042946,54.277969999999996,15.371883758350108,0.9108592554987828,federated,True,True,False
450	−50,lattice,8,0.0,none,0.5,40.96662,33.408960376766075,0.8607630416339926,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,True	450	+50,lattice,8,0.0,none,0.5,1.49142,897.3250668658843,0.06741589758980342,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,True
451	−50,lattice,8,0.0,none,2.0,47.91162,28.29946833919069,1.0,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,False	451	+50,lattice,8,0.0,none,2.0,46.86642,55.299673708004335,0.9962759067357513,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,False
452	−50,lattice,8,1.0,distribution,0.5,40.98669,32.67689622248597,0.8607630416339926,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,True	452	+50,lattice,8,1.0,distribution,0.5,1.5577299999999998,864.2139851635748,0.06741589758980342,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,True
453	−50,lattice,8,1.0,distribution,2.0,47.93169,27.682703039526515,1.0,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,False	453	+50,lattice,8,1.0,distribution,2.0,46.93273,53.25135444295504,0.9962759067357513,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,False
454	−50,lattice,8,1.0,network,0.5,41.43703,32.1034170263469,0.8792475802165899,54.277969999999996,15.371883758350108,0.9108592554987828,federated,True,True,True	454	+50,lattice,8,1.0,network,0.5,1.6605699999999999,830.9893378525373,0.06913435576892953,54.277969999999996,15.371883758350108,0.9108592554987828,federated,True,True,True
455	−50,lattice,8,1.0,network,2.0,47.27203,27.3560643292742,1.0,54.277969999999996,15.371883758350108,0.9108592554987828,federated,True,True,False	455	+50,lattice,8,1.0,network,2.0,46.33057,51.940181558028286,0.9967791411042946,54.277969999999996,15.371883758350108,0.9108592554987828,federated,True,True,False
456	−50,lattice,8,1.0,none,0.5,41.00342,32.069963651972046,0.8607630416339926,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,True	456	+50,lattice,8,1.0,none,0.5,1.61141,836.8872544554732,0.06741589758980342,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,True
457	−50,lattice,8,1.0,none,2.0,47.94842,27.168178187493115,1.0,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,False	457	+50,lattice,8,1.0,none,2.0,46.98641,51.59616042323975,0.9962759067357513,53.61537,15.42609429004201,0.9076949113907367,federated,True,True,False
458	−50,random,2,0.0,distribution,0.5,5.04832,258.32796101005476,0.12272161920601678,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,True,True,False	458	+50,random,2,0.0,distribution,0.5,-0.23978,1782.2870066477403,0.03586546914272889,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,True,True,True
459	−50,random,2,0.0,distribution,2.0,36.34582,37.85574634710246,0.7630536279480463,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,False,False,False	459	+50,random,2,0.0,distribution,2.0,34.85272,82.39182446414588,0.7546083247375825,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,False,False,False
460	−50,random,2,0.0,network,0.5,5.49082,240.26291301605994,0.1319232566860899,5.91279,141.24791361136548,0.10731554508079716,federated,True,True,False	460	+50,random,2,0.0,network,0.5,-0.23042000000000007,1775.5745105734995,0.03588507427591474,5.91279,141.24791361136548,0.10731554508079716,federated,True,True,True
461	−50,random,2,0.0,network,2.0,33.96082,39.85806459817595,0.7140212883583434,5.91279,141.24791361136548,0.10731554508079716,federated,False,False,False	461	+50,random,2,0.0,network,2.0,32.62708,86.07862705413218,0.708330960380154,5.91279,141.24791361136548,0.10731554508079716,federated,False,False,False
462	−50,random,2,0.0,none,0.5,5.04832,258.32796101005476,0.12272161920601678,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,True,True,False	462	+50,random,2,0.0,none,0.5,-0.23978,1782.2870066477403,0.03586546914272889,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,True,True,True
463	−50,random,2,0.0,none,2.0,36.34582,37.85574634710246,0.7630536279480463,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,False,False,False	463	+50,random,2,0.0,none,2.0,34.85272,82.39182446414588,0.7546083247375825,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,False,False,False
464	−50,random,2,1.0,distribution,0.5,5.06921,252.28681765418062,0.12272161920601678,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,True,True,False	464	+50,random,2,1.0,distribution,0.5,-0.16319000000000003,1712.0347991225694,0.03586546914272889,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,True,True,True
465	−50,random,2,1.0,distribution,2.0,36.366710000000005,37.0003302745939,0.7630536279480463,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,False,False,False	465	+50,random,2,1.0,distribution,2.0,34.92931,79.23613117987394,0.7546083247375825,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,False,False,False
466	−50,random,2,1.0,network,0.5,5.5263599999999995,230.96765991511802,0.1319232566860899,5.91279,141.24791361136548,0.10731554508079716,federated,True,True,False	466	+50,random,2,1.0,network,0.5,-0.09976000000000007,1658.2270576768333,0.03588507427591474,5.91279,141.24791361136548,0.10731554508079716,federated,True,True,True
467	−50,random,2,1.0,network,2.0,33.99636,38.322997742591625,0.7140212883583434,5.91279,141.24791361136548,0.10731554508079716,federated,False,False,False	467	+50,random,2,1.0,network,2.0,32.75774,80.39594402120828,0.708330960380154,5.91279,141.24791361136548,0.10731554508079716,federated,False,False,False
468	−50,random,2,1.0,none,0.5,5.08626,247.58704049014045,0.12272161920601678,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,True,True,False	468	+50,random,2,1.0,none,0.5,-0.09872000000000003,1654.6410843160954,0.03586546914272889,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,True,True,True
469	−50,random,2,1.0,none,2.0,36.383759999999995,36.29235963205396,0.7630536279480463,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,False,False,False	469	+50,random,2,1.0,none,2.0,34.99378,76.5327914941434,0.7546083247375825,6.0515799999999995,139.2029461611703,0.10917773449594083,federated,False,False,False
470	−50,random,8,0.0,distribution,0.5,5.76832,232.1313468304114,0.137474548886116,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,True	470	+50,random,8,0.0,distribution,0.5,-0.21728,1761.299114331723,0.036318822458577524,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,True
471	−50,random,8,0.0,distribution,2.0,47.985820000000004,28.28318389469924,1.0,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,False	471	+50,random,8,0.0,distribution,2.0,46.32022,61.71879534606573,0.9881534587675737,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,False
472	−50,random,8,0.0,network,0.5,6.84082,203.662431322302,0.15950383488556716,53.050290000000004,15.869721318049978,0.8822327030559456,federated,True,True,True	472	+50,random,8,0.0,network,0.5,-0.2079200000000001,1754.7842508332396,0.036342448520866086,53.050290000000004,15.869721318049978,0.8822327030559456,federated,True,True,True
473	−50,random,8,0.0,network,2.0,47.985820000000004,28.27627827125078,1.0,53.050290000000004,15.869721318049978,0.8822327030559456,federated,True,True,False	473	+50,random,8,0.0,network,2.0,46.59208,61.10275118324689,0.9930781449282146,53.050290000000004,15.869721318049978,0.8822327030559456,federated,True,True,False
474	−50,random,8,0.0,none,0.5,5.76832,232.1313468304114,0.137474548886116,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,True	474	+50,random,8,0.0,none,0.5,-0.21728,1761.299114331723,0.036318822458577524,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,True
475	−50,random,8,0.0,none,2.0,47.985820000000004,28.28318389469924,1.0,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,False	475	+50,random,8,0.0,none,2.0,46.32022,61.71879534606573,0.9881534587675737,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,False
476	−50,random,8,1.0,distribution,0.5,5.78921,226.62011284107288,0.137474548886116,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,True	476	+50,random,8,1.0,distribution,0.5,-0.14069000000000004,1691.5889725533052,0.036318822458577524,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,True
477	−50,random,8,1.0,distribution,2.0,48.00671,27.641513087231605,1.0,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,False	477	+50,random,8,1.0,distribution,2.0,46.39681,59.34419622025093,0.9881534587675737,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,False
478	−50,random,8,1.0,network,0.5,6.87636,195.737498105506,0.15950383488556716,53.050290000000004,15.869721318049978,0.8822327030559456,federated,True,True,True	478	+50,random,8,1.0,network,0.5,-0.07726000000000006,1638.7202530231536,0.036342448520866086,53.050290000000004,15.869721318049978,0.8822327030559456,federated,True,True,True
479	−50,random,8,1.0,network,2.0,48.021359999999994,27.183597294663212,1.0,53.050290000000004,15.869721318049978,0.8822327030559456,federated,True,True,False	479	+50,random,8,1.0,network,2.0,46.72274,57.056809721049675,0.9930781449282146,53.050290000000004,15.869721318049978,0.8822327030559456,federated,True,True,False
480	−50,random,8,1.0,none,0.5,5.80626,222.42792629308235,0.137474548886116,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,True	480	+50,random,8,1.0,none,0.5,-0.07622000000000004,1634.8659016862252,0.036318822458577524,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,True
481	−50,random,8,1.0,none,2.0,48.023759999999996,27.11949491765289,1.0,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,False	481	+50,random,8,1.0,none,2.0,46.46128,57.34394792752326,0.9881534587675737,53.30158,15.898166940537578,0.8806984635434445,federated,True,True,False
482	−50,smallworld,2,0.0,distribution,0.5,33.748580000000004,49.066338027761645,0.7106052642882993,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False	482	+50,smallworld,2,0.0,distribution,0.5,1.5713599999999999,850.5755782435843,0.06882722376598518,8.67867,94.70087090892085,0.15419288009195442,federated,True,True,True
483	−50,smallworld,2,0.0,distribution,2.0,46.67108,29.14082509237735,0.9695352664725668,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False	483	+50,smallworld,2,0.0,distribution,2.0,45.74636,57.189542462169285,0.9687991062841098,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False
484	−50,smallworld,2,0.0,network,0.5,27.73102,55.969579707206634,0.5824780442304016,8.658819999999999,96.30784127445305,0.1575780905331919,federated,False,False,False	484	+50,smallworld,2,0.0,network,0.5,1.5304,861.2020453570312,0.06803235552317306,8.658819999999999,96.30784127445305,0.1575780905331919,federated,True,True,True
485	−50,smallworld,2,0.0,network,2.0,42.19852,32.401945354468275,0.8747831088216775,8.658819999999999,96.30784127445305,0.1575780905331919,federated,False,False,False	485	+50,smallworld,2,0.0,network,2.0,41.2654,63.8673852295563,0.8740469486332205,8.658819999999999,96.30784127445305,0.1575780905331919,federated,False,False,False
486	−50,smallworld,2,0.0,none,0.5,33.748580000000004,49.066338027761645,0.7106052642882993,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False	486	+50,smallworld,2,0.0,none,0.5,1.5713599999999999,850.5755782435843,0.06882722376598518,8.67867,94.70087090892085,0.15419288009195442,federated,True,True,True
487	−50,smallworld,2,0.0,none,2.0,46.67108,29.14082509237735,0.9695352664725668,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False	487	+50,smallworld,2,0.0,none,2.0,45.74636,57.189542462169285,0.9687991062841098,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False
488	−50,smallworld,2,1.0,distribution,0.5,33.7683,48.01010872225259,0.7106052642882993,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False	488	+50,smallworld,2,1.0,distribution,0.5,1.63566,820.4298970811137,0.06882722376598518,8.67867,94.70087090892085,0.15419288009195442,federated,True,True,True
489	−50,smallworld,2,1.0,distribution,2.0,46.690799999999996,28.518886723256077,0.9695352664725668,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False	489	+50,smallworld,2,1.0,distribution,2.0,45.81066,55.158458729649425,0.9687991062841098,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False
490	−50,smallworld,2,1.0,network,0.5,27.766370000000002,53.82093721566828,0.5824780442304016,8.658819999999999,96.30784127445305,0.1575780905331919,federated,False,False,False	490	+50,smallworld,2,1.0,network,0.5,1.64645,805.9572764088823,0.06803235552317306,8.658819999999999,96.30784127445305,0.1575780905331919,federated,True,True,True
491	−50,smallworld,2,1.0,network,2.0,42.233869999999996,31.166785472901854,0.8747831088216775,8.658819999999999,96.30784127445305,0.1575780905331919,federated,False,False,False	491	+50,smallworld,2,1.0,network,2.0,41.38145,59.800856761439555,0.8740469486332205,8.658819999999999,96.30784127445305,0.1575780905331919,federated,False,False,False
492	−50,smallworld,2,1.0,none,0.5,33.78595,47.06384687301347,0.7106052642882993,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False	492	+50,smallworld,2,1.0,none,0.5,1.69241,793.7723455327333,0.06882722376598518,8.67867,94.70087090892085,0.15419288009195442,federated,True,True,True
493	−50,smallworld,2,1.0,none,2.0,46.70845,27.96108440692686,0.9695352664725668,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False	493	+50,smallworld,2,1.0,none,2.0,45.86741,53.36287934980791,0.9687991062841098,8.67867,94.70087090892085,0.15419288009195442,federated,False,False,False
494	−50,smallworld,8,0.0,distribution,0.5,34.40858,47.54482477258193,0.7239171384688156,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,True	494	+50,smallworld,8,0.0,distribution,0.5,1.57886,849.0158787900324,0.06897480345901943,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,True
495	−50,smallworld,8,0.0,distribution,2.0,48.19358,28.22811249379386,1.0,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,False	495	+50,smallworld,8,0.0,distribution,2.0,47.26136,55.377727005133,0.9991166077738516,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,False
496	−50,smallworld,8,0.0,network,0.5,29.92852,52.06930622038244,0.6268638422940823,53.24632,15.370136131343024,0.9109537906661027,federated,True,True,True	496	+50,smallworld,8,0.0,network,0.5,1.5379,859.671580876157,0.06818169841445143,53.24632,15.370136131343024,0.9109537906661027,federated,True,True,True
497	−50,smallworld,8,0.0,network,2.0,48.43102,28.165717335276803,1.0,53.24632,15.370136131343024,0.9109537906661027,federated,True,True,False	497	+50,smallworld,8,0.0,network,2.0,47.4904,55.43572349677544,0.9991166077738516,53.24632,15.370136131343024,0.9109537906661027,federated,True,True,False
498	−50,smallworld,8,0.0,none,0.5,34.40858,47.54482477258193,0.7239171384688156,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,True	498	+50,smallworld,8,0.0,none,0.5,1.57886,849.0158787900324,0.06897480345901943,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,True
499	−50,smallworld,8,0.0,none,2.0,48.19358,28.22811249379386,1.0,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,False	499	+50,smallworld,8,0.0,none,2.0,47.26136,55.377727005133,0.9991166077738516,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,False
500	−50,smallworld,8,1.0,distribution,0.5,34.4283,46.52062387966236,0.7239171384688156,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,True	500	+50,smallworld,8,1.0,distribution,0.5,1.64316,818.9172604690918,0.06897480345901943,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,True
501	−50,smallworld,8,1.0,distribution,2.0,48.213300000000004,27.62491358357996,1.0,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,False	501	+50,smallworld,8,1.0,distribution,2.0,47.32566,53.40979311681617,0.9991166077738516,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,False
502	−50,smallworld,8,1.0,network,0.5,29.96387,50.06938612047312,0.6268638422940823,53.24632,15.370136131343024,0.9109537906661027,federated,True,True,True	502	+50,smallworld,8,1.0,network,0.5,1.65395,804.5226452613414,0.06818169841445143,53.24632,15.370136131343024,0.9109537906661027,federated,True,True,True
503	−50,smallworld,8,1.0,network,2.0,48.46637,27.09113110775649,1.0,53.24632,15.370136131343024,0.9109537906661027,federated,True,True,False	503	+50,smallworld,8,1.0,network,2.0,47.60645,51.904471206448605,0.9991166077738516,53.24632,15.370136131343024,0.9109537906661027,federated,True,True,False
504	−50,smallworld,8,1.0,none,0.5,34.44595,45.605545489325806,0.7239171384688156,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,True	504	+50,smallworld,8,1.0,none,0.5,1.69991,792.3189985381978,0.06897480345901943,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,True
505	−50,smallworld,8,1.0,none,2.0,48.23095,27.086193922673818,1.0,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,False	505	+50,smallworld,8,1.0,none,2.0,47.38241,51.674942174567136,0.9991166077738516,54.07617,15.41409918368908,0.9083203494525485,federated,True,True,False
506	−200,lattice,2,0.0,distribution,0.5,42.80432,30.33733525280511,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False	506	+200,lattice,2,0.0,distribution,0.5,11.28185,200.79061308704087,0.2871945283823952,8.775755,91.86321707669818,0.15438841662974462,federated,False,True,False
507	−200,lattice,2,0.0,distribution,2.0,42.80432,30.33733525280511,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False	507	+200,lattice,2,0.0,distribution,2.0,41.9681,59.051076673988824,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False
508	−200,lattice,2,0.0,network,0.5,38.36372,33.82015763100428,0.8652040837617074,8.5258725,94.68278850901093,0.15032186570694886,federated,False,False,False	508	+200,lattice,2,0.0,network,0.5,10.807775,211.22261333641205,0.276738323432918,8.5258725,94.68278850901093,0.15032186570694886,federated,False,True,False
509	−200,lattice,2,0.0,network,2.0,38.36372,33.82015763100428,0.8652040837617074,8.5258725,94.68278850901093,0.15032186570694886,federated,False,False,False	509	+200,lattice,2,0.0,network,2.0,37.492775,66.53967188364479,0.86483631651751,8.5258725,94.68278850901093,0.15032186570694886,federated,False,False,False
510	−200,lattice,2,0.0,none,0.5,42.80432,30.33733525280511,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False	510	+200,lattice,2,0.0,none,0.5,11.28185,200.79061308704087,0.2871945283823952,8.775755,91.86321707669818,0.15438841662974462,federated,False,True,False
511	−200,lattice,2,0.0,none,2.0,42.80432,30.33733525280511,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False	511	+200,lattice,2,0.0,none,2.0,41.9681,59.051076673988824,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False
512	−200,lattice,2,1.0,distribution,0.5,42.822897499999996,29.69949434579,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False	512	+200,lattice,2,1.0,distribution,0.5,11.3429575,193.63222021947433,0.2871945283823952,8.775755,91.86321707669818,0.15438841662974462,federated,False,True,False
513	−200,lattice,2,1.0,distribution,2.0,42.822897499999996,29.69949434579,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False	513	+200,lattice,2,1.0,distribution,2.0,42.0292075,56.9525930141967,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False
514	−200,lattice,2,1.0,network,0.5,38.3981825,32.49979021197973,0.8652040837617074,8.5258725,94.68278850901093,0.15032186570694886,federated,False,False,False	514	+200,lattice,2,1.0,network,0.5,10.924565,197.01511825774875,0.276738323432918,8.5258725,94.68278850901093,0.15032186570694886,federated,False,True,False
515	−200,lattice,2,1.0,network,2.0,38.3981825,32.49979021197973,0.8652040837617074,8.5258725,94.68278850901093,0.15032186570694886,federated,False,False,False	515	+200,lattice,2,1.0,network,2.0,37.609565,62.06321524515158,0.86483631651751,8.5258725,94.68278850901093,0.15032186570694886,federated,False,False,False
516	−200,lattice,2,1.0,none,0.5,42.8379875,29.180941544740644,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False	516	+200,lattice,2,1.0,none,0.5,11.3925625,187.8631036596164,0.2871945283823952,8.775755,91.86321707669818,0.15438841662974462,federated,False,True,False
517	−200,lattice,2,1.0,none,2.0,42.8379875,29.180941544740644,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False	517	+200,lattice,2,1.0,none,2.0,42.0788125,55.249079712078355,0.9643862984150744,8.775755,91.86321707669818,0.15438841662974462,federated,False,False,False
518	−200,lattice,8,0.0,distribution,0.5,44.414945,29.247757181144955,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False	518	+200,lattice,8,0.0,distribution,0.5,11.56685,196.87555918675534,0.2934959213271106,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,True
519	−200,lattice,8,0.0,distribution,2.0,44.414945,29.247757181144955,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False	519	+200,lattice,8,0.0,distribution,2.0,43.578725000000006,56.93562047521821,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False
520	−200,lattice,8,0.0,network,0.5,44.470595,29.232269541500283,1.0,55.074622500000004,15.258806246238406,0.9175476942349328,federated,True,True,False	520	+200,lattice,8,0.0,network,0.5,11.621525,198.7206741708205,0.2947027888263352,55.074622500000004,15.258806246238406,0.9175476942349328,federated,True,True,True
521	−200,lattice,8,0.0,network,2.0,44.470595,29.232269541500283,1.0,55.074622500000004,15.258806246238406,0.9175476942349328,federated,True,True,False	521	+200,lattice,8,0.0,network,2.0,43.582775,57.52337378653669,0.9992644655116051,55.074622500000004,15.258806246238406,0.9175476942349328,federated,True,True,False
522	−200,lattice,8,0.0,none,0.5,44.414945,29.247757181144955,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False	522	+200,lattice,8,0.0,none,0.5,11.56685,196.87555918675534,0.2934959213271106,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,True
523	−200,lattice,8,0.0,none,2.0,44.414945,29.247757181144955,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False	523	+200,lattice,8,0.0,none,2.0,43.578725000000006,56.93562047521821,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False
524	−200,lattice,8,1.0,distribution,0.5,44.433522499999995,28.632472996695192,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False	524	+200,lattice,8,1.0,distribution,0.5,11.6279575,189.85461410151996,0.2934959213271106,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,True
525	−200,lattice,8,1.0,distribution,2.0,44.433522499999995,28.632472996695192,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False	525	+200,lattice,8,1.0,distribution,2.0,43.6398325,54.911642540520155,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False
526	−200,lattice,8,1.0,network,0.5,44.5050575,28.09164706889266,1.0,55.074622500000004,15.258806246238406,0.9175476942349328,federated,True,True,False	526	+200,lattice,8,1.0,network,0.5,11.738315,185.35023633407036,0.2947027888263352,55.074622500000004,15.258806246238406,0.9175476942349328,federated,True,True,True
527	−200,lattice,8,1.0,network,2.0,44.5050575,28.09164706889266,1.0,55.074622500000004,15.258806246238406,0.9175476942349328,federated,True,True,False	527	+200,lattice,8,1.0,network,2.0,43.699565,53.65521966927023,0.9992644655116051,55.074622500000004,15.258806246238406,0.9175476942349328,federated,True,True,False
528	−200,lattice,8,1.0,none,0.5,44.448612499999996,28.13288809274241,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False	528	+200,lattice,8,1.0,none,0.5,11.6775625,184.20079561845864,0.2934959213271106,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,True
529	−200,lattice,8,1.0,none,2.0,44.448612499999996,28.13288809274241,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False	529	+200,lattice,8,1.0,none,2.0,43.689437500000004,53.269709143759755,1.0,55.043255,15.254723116920271,0.9177897283027365,federated,True,True,False
530	−200,random,2,0.0,distribution,0.5,29.720885,45.8301829474231,0.6835065634899513,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False	530	+200,random,2,0.0,distribution,0.5,-0.7348600000000001,2169.478543608128,0.037842105744302516,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,True,True,True
531	−200,random,2,0.0,distribution,2.0,33.96776,37.796908123414156,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False	531	+200,random,2,0.0,distribution,2.0,32.417015,104.61791544606334,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False
532	−200,random,2,0.0,network,0.5,27.11966,49.41220723723959,0.6260408494694607,6.2109925,124.90274401505911,0.11294699947162923,federated,False,False,False	532	+200,random,2,0.0,network,0.5,-0.7397050000000001,2172.7759605939937,0.03778648600351013,6.2109925,124.90274401505911,0.11294699947162923,federated,True,True,True
533	−200,random,2,0.0,network,2.0,32.004035,40.09163087768276,0.7339653532225782,6.2109925,124.90274401505911,0.11294699947162923,federated,False,False,False	533	+200,random,2,0.0,network,2.0,30.449044999999998,111.0999141173673,0.7339653532225782,6.2109925,124.90274401505911,0.11294699947162923,federated,False,False,False
534	−200,random,2,0.0,none,0.5,29.720885,45.8301829474231,0.6835065634899513,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False	534	+200,random,2,0.0,none,0.5,-0.7348600000000001,2169.478543608128,0.037842105744302516,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,True,True,True
535	−200,random,2,0.0,none,2.0,33.96776,37.796908123414156,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False	535	+200,random,2,0.0,none,2.0,32.417015,104.61791544606334,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False
536	−200,random,2,1.0,distribution,0.5,29.7387825,44.91071534574021,0.6835065634899513,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False	536	+200,random,2,1.0,distribution,0.5,-0.6390875,2083.681964481224,0.037842105744302516,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,True,True,True
537	−200,random,2,1.0,distribution,2.0,33.9856575,37.023832148474554,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False	537	+200,random,2,1.0,distribution,2.0,32.5127875,100.48101997597816,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False
538	−200,random,2,1.0,network,0.5,27.154795,47.43587875218519,0.6260408494694607,6.2109925,124.90274401505911,0.11294699947162923,federated,False,False,False	538	+200,random,2,1.0,network,0.5,-0.5524825,2005.757612259773,0.03778648600351013,6.2109925,124.90274401505911,0.11294699947162923,federated,True,True,True
539	−200,random,2,1.0,network,2.0,32.03917,38.486486390507196,0.7339653532225782,6.2109925,124.90274401505911,0.11294699947162923,federated,False,False,False	539	+200,random,2,1.0,network,2.0,30.6362675,102.5464716893643,0.7339653532225782,6.2109925,124.90274401505911,0.11294699947162923,federated,False,False,False
540	−200,random,2,1.0,none,0.5,29.7545675,44.085708145583936,0.6835065634899513,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False	540	+200,random,2,1.0,none,0.5,-0.5549675000000001,2008.348585702857,0.037842105744302516,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,True,True,True
541	−200,random,2,1.0,none,2.0,34.001442499999996,36.34345215836098,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False	541	+200,random,2,1.0,none,2.0,32.5969075,96.85494719755991,0.7787248989478104,6.1312975000000005,126.16762544077731,0.11141168571551739,federated,False,False,False
542	−200,random,8,0.0,distribution,0.5,37.98026,36.32907232248475,0.8680669718667651,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,True	542	+200,random,8,0.0,distribution,0.5,-0.6673600000000001,2092.242428599845,0.039348778107455996,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,True
543	−200,random,8,0.0,distribution,2.0,43.86401,29.41213540183328,1.0,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,False	543	+200,random,8,0.0,distribution,2.0,42.313265,81.40441564985984,1.0,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,False
544	−200,random,8,0.0,network,0.5,36.350285,37.79026587105109,0.8326068096282859,52.8216175,15.726134569270153,0.8902749732410529,federated,True,True,True	544	+200,random,8,0.0,network,0.5,-0.672205,2095.2716529827158,0.03928954906913474,52.8216175,15.726134569270153,0.8902749732410529,federated,True,True,True
545	−200,random,8,0.0,network,2.0,43.91966,29.39992183024108,1.0,52.8216175,15.726134569270153,0.8902749732410529,federated,True,True,False	545	+200,random,8,0.0,network,2.0,42.36467,81.46665440326463,1.0,52.8216175,15.726134569270153,0.8902749732410529,federated,True,True,False
546	−200,random,8,0.0,none,0.5,37.98026,36.32907232248475,0.8680669718667651,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,True	546	+200,random,8,0.0,none,0.5,-0.6673600000000001,2092.242428599845,0.039348778107455996,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,True
547	−200,random,8,0.0,none,2.0,43.86401,29.41213540183328,1.0,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,False	547	+200,random,8,0.0,none,2.0,42.313265,81.40441564985984,1.0,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,False
548	−200,random,8,1.0,distribution,0.5,37.998157500000005,35.60204481877912,0.8680669718667651,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,True	548	+200,random,8,1.0,distribution,0.5,-0.5715875,2009.4476084757725,0.039348778107455996,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,True
549	−200,random,8,1.0,distribution,2.0,43.881907500000004,28.811661534775226,1.0,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,False	549	+200,random,8,1.0,distribution,2.0,42.4090375,78.19120742048858,1.0,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,False
550	−200,random,8,1.0,network,0.5,36.385419999999996,36.27920580934566,0.8326068096282859,52.8216175,15.726134569270153,0.8902749732410529,federated,True,True,True	550	+200,random,8,1.0,network,0.5,-0.48498250000000004,1934.1493560834415,0.03928954906913474,52.8216175,15.726134569270153,0.8902749732410529,federated,True,True,True
551	−200,random,8,1.0,network,2.0,43.954795,28.222998524345012,1.0,52.8216175,15.726134569270153,0.8902749732410529,federated,True,True,False	551	+200,random,8,1.0,network,2.0,42.5518925,75.1959554613444,1.0,52.8216175,15.726134569270153,0.8902749732410529,federated,True,True,False
552	−200,random,8,1.0,none,0.5,38.0139425,34.948245782119805,0.8680669718667651,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,True	552	+200,random,8,1.0,none,0.5,-0.48746750000000005,1936.749662512663,0.039348778107455996,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,True
553	−200,random,8,1.0,none,2.0,43.897692500000005,28.282411102529466,1.0,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,False	553	+200,random,8,1.0,none,2.0,42.493157499999995,75.37065996851604,1.0,52.9912975,15.702435117926743,0.8916388426836861,federated,True,True,False
554	−200,smallworld,2,0.0,distribution,0.5,41.840895,30.97199641213502,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False	554	+200,smallworld,2,0.0,distribution,0.5,8.985899999999999,249.2163748366983,0.2387400099972969,9.01252,88.155128702819,0.16047496385746754,federated,True,True,False
555	−200,smallworld,2,0.0,distribution,2.0,41.840895,30.97199641213502,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False	555	+200,smallworld,2,0.0,distribution,2.0,40.9659,61.72044889187783,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False
556	−200,smallworld,2,0.0,network,0.5,38.0346,34.070907266719615,0.8599876540033586,8.63155,92.13839535009973,0.1529075291228682,federated,False,False,False	556	+200,smallworld,2,0.0,network,0.5,8.724075000000001,257.11564491629974,0.23184892370844043,8.63155,92.13839535009973,0.1529075291228682,federated,False,True,False
557	−200,smallworld,2,0.0,network,2.0,38.0346,34.070907266719615,0.8599876540033586,8.63155,92.13839535009973,0.1529075291228682,federated,False,False,False	557	+200,smallworld,2,0.0,network,2.0,37.14345,68.45405678940631,0.8599876540033586,8.63155,92.13839535009973,0.1529075291228682,federated,False,False,False
558	−200,smallworld,2,0.0,none,0.5,41.840895,30.97199641213502,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False	558	+200,smallworld,2,0.0,none,0.5,8.985899999999999,249.2163748366983,0.2387400099972969,9.01252,88.155128702819,0.16047496385746754,federated,True,True,False
559	−200,smallworld,2,0.0,none,2.0,41.840895,30.97199641213502,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False	559	+200,smallworld,2,0.0,none,2.0,40.9659,61.72044889187783,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False
560	−200,smallworld,2,1.0,distribution,0.5,41.8594075,30.320542915034157,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False	560	+200,smallworld,2,1.0,distribution,0.5,9.04859,240.35210288039076,0.2387400099972969,9.01252,88.155128702819,0.16047496385746754,federated,False,True,False
561	−200,smallworld,2,1.0,distribution,2.0,41.8594075,30.320542915034157,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False	561	+200,smallworld,2,1.0,distribution,2.0,41.02859,59.514856257907304,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False
562	−200,smallworld,2,1.0,network,0.5,38.0681325,32.77526025688926,0.8599876540033586,8.63155,92.13839535009973,0.1529075291228682,federated,False,False,False	562	+200,smallworld,2,1.0,network,0.5,8.839762499999999,240.33549212978676,0.23184892370844043,8.63155,92.13839535009973,0.1529075291228682,federated,False,True,False
563	−200,smallworld,2,1.0,network,2.0,38.0681325,32.77526025688926,0.8599876540033586,8.63155,92.13839535009973,0.1529075291228682,federated,False,False,False	563	+200,smallworld,2,1.0,network,2.0,37.2591375,63.98712638325278,0.8599876540033586,8.63155,92.13839535009973,0.1529075291228682,federated,False,False,False
564	−200,smallworld,2,1.0,none,0.5,41.87525,29.763727642862438,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False	564	+200,smallworld,2,1.0,none,0.5,9.1037175,232.54209876133953,0.2387400099972969,9.01252,88.155128702819,0.16047496385746754,federated,False,True,False
565	−200,smallworld,2,1.0,none,2.0,41.87525,29.763727642862438,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False	565	+200,smallworld,2,1.0,none,2.0,41.0837175,57.577668571276,0.947367692847476,9.01252,88.155128702819,0.16047496385746754,federated,False,False,False
566	−200,smallworld,8,0.0,distribution,0.5,44.210895,29.31601371868071,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False	566	+200,smallworld,8,0.0,distribution,0.5,9.2109,243.71055422470255,0.24373228054518997,53.98252,15.333428477760405,0.913077295736973,federated,True,True,True
567	−200,smallworld,8,0.0,distribution,2.0,44.210895,29.31601371868071,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False	567	+200,smallworld,8,0.0,distribution,2.0,43.3359,58.42666770020129,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False
568	−200,smallworld,8,0.0,network,0.5,44.388975,29.259184947556527,1.0,54.323425,15.348572167907204,0.912185744253645,federated,True,True,False	568	+200,smallworld,8,0.0,network,0.5,9.297825,244.03882253126386,0.244497531143629,54.323425,15.348572167907204,0.912185744253645,federated,True,True,True
569	−200,smallworld,8,0.0,network,2.0,44.388975,29.259184947556527,1.0,54.323425,15.348572167907204,0.912185744253645,federated,True,True,False	569	+200,smallworld,8,0.0,network,2.0,43.497825,58.79156892647662,1.0,54.323425,15.348572167907204,0.912185744253645,federated,True,True,False
570	−200,smallworld,8,0.0,none,0.5,44.210895,29.31601371868071,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False	570	+200,smallworld,8,0.0,none,0.5,9.2109,243.71055422470255,0.24373228054518997,53.98252,15.333428477760405,0.913077295736973,federated,True,True,True
571	−200,smallworld,8,0.0,none,2.0,44.210895,29.31601371868071,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False	571	+200,smallworld,8,0.0,none,2.0,43.3359,58.42666770020129,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False
572	−200,smallworld,8,1.0,distribution,0.5,44.2294075,28.699683290343728,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False	572	+200,smallworld,8,1.0,distribution,0.5,9.27359,235.04984167631054,0.24373228054518997,53.98252,15.333428477760405,0.913077295736973,federated,True,True,True
573	−200,smallworld,8,1.0,distribution,2.0,44.2294075,28.699683290343728,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False	573	+200,smallworld,8,1.0,distribution,2.0,43.39859,56.33851067446018,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False
574	−200,smallworld,8,1.0,network,0.5,44.4225075,28.14846177934563,1.0,54.323425,15.348572167907204,0.912185744253645,federated,True,True,False	574	+200,smallworld,8,1.0,network,0.5,9.4135125,228.1101208473876,0.244497531143629,54.323425,15.348572167907204,0.912185744253645,federated,True,True,True
575	−200,smallworld,8,1.0,network,2.0,44.4225075,28.14846177934563,1.0,54.323425,15.348572167907204,0.912185744253645,federated,True,True,False	575	+200,smallworld,8,1.0,network,2.0,43.6135125,54.95851030296701,1.0,54.323425,15.348572167907204,0.912185744253645,federated,True,True,False
576	−200,smallworld,8,1.0,none,0.5,44.24525,28.17267533022059,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False	576	+200,smallworld,8,1.0,none,0.5,9.3287175,227.40878559088776,0.24373228054518997,53.98252,15.333428477760405,0.913077295736973,federated,True,True,True
577	−200,smallworld,8,1.0,none,2.0,44.24525,28.17267533022059,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False	577	+200,smallworld,8,1.0,none,2.0,43.453717499999996,54.504676050996565,1.0,53.98252,15.333428477760405,0.913077295736973,federated,True,True,False
578	−800,lattice,2,0.0,distribution,0.5,42.601055,30.301676047413572,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False	578	+800,lattice,2,0.0,distribution,0.5,30.61778375,82.2958378624907,0.7224956763253296,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False
579	−800,lattice,2,0.0,distribution,2.0,42.601055,30.301676047413572,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False	579	+800,lattice,2,0.0,distribution,2.0,41.67653375,61.235906212539064,0.9690019530139742,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False
580	−800,lattice,2,0.0,network,0.5,38.6350675,33.32586805237986,0.8822175945412374,8.79715875,89.64490129320194,0.1564601145351216,federated,False,False,False	580	+800,lattice,2,0.0,network,0.5,27.32342125,92.49821303591388,0.6502102751800889,8.79715875,89.64490129320194,0.1564601145351216,federated,False,True,False
581	−800,lattice,2,0.0,network,2.0,38.6350675,33.32586805237986,0.8822175945412374,8.79715875,89.64490129320194,0.1564601145351216,federated,False,False,False	581	+800,lattice,2,0.0,network,2.0,37.69685875,68.09692107217136,0.881698491551204,8.79715875,89.64490129320194,0.1564601145351216,federated,False,False,False
582	−800,lattice,2,0.0,none,0.5,42.601055,30.301676047413572,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False	582	+800,lattice,2,0.0,none,0.5,30.61778375,82.2958378624907,0.7224956763253296,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False
583	−800,lattice,2,0.0,none,2.0,42.601055,30.301676047413572,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False	583	+800,lattice,2,0.0,none,2.0,41.67653375,61.235906212539064,0.9690019530139742,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False
584	−800,lattice,2,1.0,distribution,0.5,42.618455,29.701281451363407,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False	584	+800,lattice,2,1.0,distribution,0.5,30.679195,79.4431465403224,0.7224956763253296,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False
585	−800,lattice,2,1.0,distribution,2.0,42.618455,29.701281451363407,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False	585	+800,lattice,2,1.0,distribution,2.0,41.737944999999996,59.11548759458676,0.9690019530139742,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False
586	−800,lattice,2,1.0,network,0.5,38.6683325,32.06318571771174,0.8822175945412374,8.79715875,89.64490129320194,0.1564601145351216,federated,False,False,False	586	+800,lattice,2,1.0,network,0.5,27.44200125,86.37766566426887,0.6502102751800889,8.79715875,89.64490129320194,0.1564601145351216,federated,False,False,False
587	−800,lattice,2,1.0,network,2.0,38.6683325,32.06318571771174,0.8822175945412374,8.79715875,89.64490129320194,0.1564601145351216,federated,False,False,False	587	+800,lattice,2,1.0,network,2.0,37.81543875,63.59291565801233,0.881698491551204,8.79715875,89.64490129320194,0.1564601145351216,federated,False,False,False
588	−800,lattice,2,1.0,none,0.5,42.63432,29.15399447096135,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False	588	+800,lattice,2,1.0,none,0.5,30.735273125,76.84157640222966,0.7224956763253296,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False
589	−800,lattice,2,1.0,none,2.0,42.63432,29.15399447096135,0.9696537612561946,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False	589	+800,lattice,2,1.0,none,2.0,41.794023124999995,57.17964847653767,0.9690019530139742,9.34502125,84.59560439220563,0.1658897928447522,federated,False,False,False
590	−800,lattice,8,0.0,distribution,0.5,43.96418,29.381285051981223,1.0,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False	590	+800,lattice,8,0.0,distribution,0.5,31.4620025,80.21124391315735,0.7412801682773499,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,True
591	−800,lattice,8,0.0,distribution,2.0,43.96418,29.381285051981223,1.0,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False	591	+800,lattice,8,0.0,distribution,2.0,43.03965875,59.37235813112013,0.9993481917577797,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False
592	−800,lattice,8,0.0,network,0.5,43.91084875,29.396746893459486,1.0,54.28465875,15.266201589195028,0.9170642970533586,federated,True,True,False	592	+800,lattice,8,0.0,network,0.5,30.3117025,83.91905506420892,0.7169684829520372,54.28465875,15.266201589195028,0.9170642970533586,federated,True,True,True
593	−800,lattice,8,0.0,network,2.0,43.91084875,29.396746893459486,1.0,54.28465875,15.266201589195028,0.9170642970533586,federated,True,True,False	593	+800,lattice,8,0.0,network,2.0,42.96514,60.07295331821099,0.9993147840531562,54.28465875,15.266201589195028,0.9170642970533586,federated,True,True,False
594	−800,lattice,8,0.0,none,0.5,43.96418,29.381285051981223,1.0,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False	594	+800,lattice,8,0.0,none,0.5,31.4620025,80.21124391315735,0.7412801682773499,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,True
595	−800,lattice,8,0.0,none,2.0,43.96418,29.381285051981223,1.0,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False	595	+800,lattice,8,0.0,none,2.0,43.03965875,59.37235813112013,0.9993481917577797,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False
596	−800,lattice,8,1.0,distribution,0.5,43.98158,28.79918014323747,1.0,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False	596	+800,lattice,8,1.0,distribution,0.5,31.52341375,77.43055972387548,0.7412801682773499,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,True
597	−800,lattice,8,1.0,distribution,2.0,43.98158,28.79918014323747,1.0,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False	597	+800,lattice,8,1.0,distribution,2.0,43.10107,57.3167564008071,0.9993481917577797,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False
598	−800,lattice,8,1.0,network,0.5,43.94411375,28.282831393228317,1.0,54.28465875,15.266201589195028,0.9170642970533586,federated,True,True,False	598	+800,lattice,8,1.0,network,0.5,30.430282499999997,78.36522189540734,0.7169684829520372,54.28465875,15.266201589195028,0.9170642970533586,federated,True,True,True
599	−800,lattice,8,1.0,network,2.0,43.94411375,28.282831393228317,1.0,54.28465875,15.266201589195028,0.9170642970533586,federated,True,True,False	599	+800,lattice,8,1.0,network,2.0,43.08372,56.09935574979441,0.9993147840531562,54.28465875,15.266201589195028,0.9170642970533586,federated,True,True,False
600	−800,lattice,8,1.0,none,0.5,43.997445,28.26843492913839,1.0,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False	600	+800,lattice,8,1.0,none,0.5,31.579491875000002,74.8941789042281,0.7412801682773499,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,True
601	−800,lattice,8,1.0,none,2.0,43.997445,28.26843492913839,1.0,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False	601	+800,lattice,8,1.0,none,2.0,43.157148125,55.439474858516,0.9993481917577797,54.264865,15.249276040898145,0.9180845245085435,federated,True,True,False
602	−800,random,2,0.0,distribution,0.5,33.62596,38.25004432788044,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False	602	+800,random,2,0.0,distribution,0.5,-1.0320575,2326.712670026521,0.04258153703253892,6.172789375,124.65821735272607,0.11260578388440388,federated,True,True,True
603	−800,random,2,0.0,distribution,2.0,33.62596,38.25004432788044,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False	603	+800,random,2,0.0,distribution,2.0,31.55872375,128.1426834857097,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,True,False
604	−800,random,2,0.0,network,0.5,31.54566375,40.68155914790413,0.7218159486690802,6.2181693749999996,124.23505425262383,0.11289846324201654,federated,False,False,False	604	+800,random,2,0.0,network,0.5,-1.0302675,2325.288846638818,0.04262752343467055,6.2181693749999996,124.23505425262383,0.11289846324201654,federated,True,True,True
605	−800,random,2,0.0,network,2.0,31.54566375,40.68155914790413,0.7218159486690802,6.2181693749999996,124.23505425262383,0.11289846324201654,federated,False,False,False	605	+800,random,2,0.0,network,2.0,29.4666075,136.33881405072734,0.7215252509946616,6.2181693749999996,124.23505425262383,0.11289846324201654,federated,False,True,False
606	−800,random,2,0.0,none,0.5,33.62596,38.25004432788044,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False	606	+800,random,2,0.0,none,0.5,-1.0320575,2326.712670026521,0.04258153703253892,6.172789375,124.65821735272607,0.11260578388440388,federated,True,True,True
607	−800,random,2,0.0,none,2.0,33.62596,38.25004432788044,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False	607	+800,random,2,0.0,none,2.0,31.55872375,128.1426834857097,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,True,False
608	−800,random,2,1.0,distribution,0.5,33.64300625,37.50878040737982,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False	608	+800,random,2,1.0,distribution,0.5,-0.9166643750000001,2235.814850970607,0.04258153703253892,6.172789375,124.65821735272607,0.11260578388440388,federated,True,True,True
609	−800,random,2,1.0,distribution,2.0,33.64300625,37.50878040737982,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False	609	+800,random,2,1.0,distribution,2.0,31.674116875000003,123.12458151259833,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False
610	−800,random,2,1.0,network,0.5,31.578614375,39.1571649805487,0.7218159486690802,6.2181693749999996,124.23505425262383,0.11289846324201654,federated,False,False,False	610	+800,random,2,1.0,network,0.5,-0.8078331250000002,2149.739924270672,0.04262752343467055,6.2181693749999996,124.23505425262383,0.11289846324201654,federated,True,True,True
611	−800,random,2,1.0,network,2.0,31.578614375,39.1571649805487,0.7218159486690802,6.2181693749999996,124.23505425262383,0.11289846324201654,federated,False,False,False	611	+800,random,2,1.0,network,2.0,29.689041875,126.0436056944651,0.7215252509946616,6.2181693749999996,124.23505425262383,0.11289846324201654,federated,False,True,False
612	−800,random,2,1.0,none,0.5,33.658735625,36.82470031004848,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False	612	+800,random,2,1.0,none,0.5,-0.810735,2152.1851586588673,0.04258153703253892,6.172789375,124.65821735272607,0.11260578388440388,federated,True,True,True
613	−800,random,2,1.0,none,2.0,33.658735625,36.82470031004848,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False	613	+800,random,2,1.0,none,2.0,31.78004625,118.51758191569112,0.7673293840774398,6.172789375,124.65821735272607,0.11260578388440388,federated,False,False,False
614	−800,random,8,0.0,distribution,0.5,44.08892875,29.342776378506006,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False	614	+800,random,8,0.0,distribution,0.5,-0.97252625,2256.889925118783,0.04390563187856885,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,True
615	−800,random,8,0.0,distribution,2.0,44.08892875,29.342776378506006,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False	615	+800,random,8,0.0,distribution,2.0,42.0216925,98.2987667391927,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False
616	−800,random,8,0.0,network,0.5,44.043945,29.356608801389132,1.0,52.701763125,15.783068312780381,0.8870371319372273,federated,True,True,False	616	+800,random,8,0.0,network,0.5,-0.9707362500000001,2255.432217489395,0.04395152870294341,52.701763125,15.783068312780381,0.8870371319372273,federated,True,True,True
617	−800,random,8,0.0,network,2.0,44.043945,29.356608801389132,1.0,52.701763125,15.783068312780381,0.8870371319372273,federated,True,True,False	617	+800,random,8,0.0,network,2.0,41.95176375,98.39499511908531,0.9994186046511628,52.701763125,15.783068312780381,0.8870371319372273,federated,True,True,False
618	−800,random,8,0.0,none,0.5,44.08892875,29.342776378506006,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False	618	+800,random,8,0.0,none,0.5,-0.97252625,2256.889925118783,0.04390563187856885,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,True
619	−800,random,8,0.0,none,2.0,44.08892875,29.342776378506006,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False	619	+800,random,8,0.0,none,2.0,42.0216925,98.2987667391927,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False
620	−800,random,8,1.0,distribution,0.5,44.105975,28.77418018398357,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False	620	+800,random,8,1.0,distribution,0.5,-0.857133125,2168.7292928675733,0.04390563187856885,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,True
621	−800,random,8,1.0,distribution,2.0,44.105975,28.77418018398357,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False	621	+800,random,8,1.0,distribution,2.0,42.137085625,94.44968806678186,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False
622	−800,random,8,1.0,network,0.5,44.076895625,28.256267761388045,1.0,52.701763125,15.783068312780381,0.8870371319372273,federated,True,True,False	622	+800,random,8,1.0,network,0.5,-0.7483018750000001,2085.1496383420595,0.04395152870294341,52.701763125,15.783068312780381,0.8870371319372273,federated,True,True,True
623	−800,random,8,1.0,network,2.0,44.076895625,28.256267761388045,1.0,52.701763125,15.783068312780381,0.8870371319372273,federated,True,True,False	623	+800,random,8,1.0,network,2.0,42.174198125000004,90.96298144317402,0.9994186046511628,52.701763125,15.783068312780381,0.8870371319372273,federated,True,True,False
624	−800,random,8,1.0,none,0.5,44.121704375,28.249490700370572,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False	624	+800,random,8,1.0,none,0.5,-0.75120375,2087.617387650352,0.04390563187856885,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,True
625	−800,random,8,1.0,none,2.0,44.121704375,28.249490700370572,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False	625	+800,random,8,1.0,none,2.0,42.243015,90.9161342879498,1.0,52.475914375,15.78236663582171,0.8870782566802364,federated,True,True,False
626	−800,smallworld,2,0.0,distribution,0.5,42.00936,30.758162833033687,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False	626	+800,smallworld,2,0.0,distribution,0.5,23.62256625,110.23371755016306,0.5669394868154843,8.674043125,91.18248326971805,0.15370256149809625,federated,False,True,False
627	−800,smallworld,2,0.0,distribution,2.0,42.00936,30.758162833033687,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False	627	+800,smallworld,2,0.0,distribution,2.0,41.02819125,65.07714933835759,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False
628	−800,smallworld,2,0.0,network,0.5,38.152857499999996,33.74891807343252,0.8708798694061503,8.487093125,92.89745914523014,0.15098588319105916,federated,False,False,False	628	+800,smallworld,2,0.0,network,0.5,21.40691,121.97947689412382,0.5195666176829381,8.487093125,92.89745914523014,0.15098588319105916,federated,False,True,False
629	−800,smallworld,2,0.0,network,2.0,38.152857499999996,33.74891807343252,0.8708798694061503,8.487093125,92.89745914523014,0.15098588319105916,federated,False,False,False	629	+800,smallworld,2,0.0,network,2.0,37.1503475,72.27896387490642,0.8708798694061503,8.487093125,92.89745914523014,0.15098588319105916,federated,False,False,False
630	−800,smallworld,2,0.0,none,0.5,42.00936,30.758162833033687,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False	630	+800,smallworld,2,0.0,none,0.5,23.62256625,110.23371755016306,0.5669394868154843,8.674043125,91.18248326971805,0.15370256149809625,federated,False,True,False
631	−800,smallworld,2,0.0,none,2.0,42.00936,30.758162833033687,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False	631	+800,smallworld,2,0.0,none,2.0,41.02819125,65.07714933835759,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False
632	−800,smallworld,2,1.0,distribution,0.5,42.02668625,30.15215423214521,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False	632	+800,smallworld,2,1.0,distribution,0.5,23.686965625,106.41861016880699,0.5669394868154843,8.674043125,91.18248326971805,0.15370256149809625,federated,False,True,False
633	−800,smallworld,2,1.0,distribution,2.0,42.02668625,30.15215423214521,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False	633	+800,smallworld,2,1.0,distribution,2.0,41.092590625,62.824627981274375,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False
634	−800,smallworld,2,1.0,network,0.5,38.18602,32.47414765548974,0.8708798694061503,8.487093125,92.89745914523014,0.15098588319105916,federated,False,False,False	634	+800,smallworld,2,1.0,network,0.5,21.532838124999998,113.80892962744583,0.5195666176829381,8.487093125,92.89745914523014,0.15098588319105916,federated,False,True,False
635	−800,smallworld,2,1.0,network,2.0,38.18602,32.47414765548974,0.8708798694061503,8.487093125,92.89745914523014,0.15098588319105916,federated,False,False,False	635	+800,smallworld,2,1.0,network,2.0,37.276275625,67.43824370333814,0.8708798694061503,8.487093125,92.89745914523014,0.15098588319105916,federated,False,False,False
636	−800,smallworld,2,1.0,none,0.5,42.042471875,29.599945203556665,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False	636	+800,smallworld,2,1.0,none,0.5,23.74540875,102.94834626647368,0.5669394868154843,8.674043125,91.18248326971805,0.15370256149809625,federated,False,True,False
637	−800,smallworld,2,1.0,none,2.0,42.042471875,29.599945203556665,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False	637	+800,smallworld,2,1.0,none,2.0,41.15103375,60.78007695834248,0.9543094057151147,8.674043125,91.18248326971805,0.15370256149809625,federated,False,False,False
638	−800,smallworld,8,0.0,distribution,0.5,44.0634225,29.350991657569747,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False	638	+800,smallworld,8,0.0,distribution,0.5,24.50475375,106.56943834285464,0.5865807673299254,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,True
639	−800,smallworld,8,0.0,distribution,2.0,44.0634225,29.350991657569747,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False	639	+800,smallworld,8,0.0,distribution,2.0,43.08225375,62.09997034041354,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False
640	−800,smallworld,8,0.0,network,0.5,43.94192,29.38789680704445,1.0,54.340218125,15.282179332658579,0.9161076059656031,federated,True,True,False	640	+800,smallworld,8,0.0,network,0.5,23.69769125,111.0249531642485,0.5706861649796964,54.340218125,15.282179332658579,0.9161076059656031,federated,True,True,True
641	−800,smallworld,8,0.0,network,2.0,43.94192,29.38789680704445,1.0,54.340218125,15.282179332658579,0.9161076059656031,federated,True,True,False	641	+800,smallworld,8,0.0,network,2.0,42.939409999999995,62.94301509650937,1.0,54.340218125,15.282179332658579,0.9161076059656031,federated,True,True,False
642	−800,smallworld,8,0.0,none,0.5,44.0634225,29.350991657569747,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False	642	+800,smallworld,8,0.0,none,0.5,24.50475375,106.56943834285464,0.5865807673299254,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,True
643	−800,smallworld,8,0.0,none,2.0,44.0634225,29.350991657569747,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False	643	+800,smallworld,8,0.0,none,2.0,43.08225375,62.09997034041354,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False
644	−800,smallworld,8,1.0,distribution,0.5,44.08074875,28.77275386386711,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False	644	+800,smallworld,8,1.0,distribution,0.5,24.569153125,102.88086527633313,0.5865807673299254,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,True
645	−800,smallworld,8,1.0,distribution,2.0,44.08074875,28.77275386386711,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False	645	+800,smallworld,8,1.0,distribution,2.0,43.146653125,59.950642084366045,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False
646	−800,smallworld,8,1.0,network,0.5,43.9750825,28.277757231029295,1.0,54.340218125,15.282179332658579,0.9161076059656031,federated,True,True,False	646	+800,smallworld,8,1.0,network,0.5,23.823619375,103.58912922618964,0.5706861649796964,54.340218125,15.282179332658579,0.9161076059656031,federated,True,True,True
647	−800,smallworld,8,1.0,network,2.0,43.9750825,28.277757231029295,1.0,54.340218125,15.282179332658579,0.9161076059656031,federated,True,True,False	647	+800,smallworld,8,1.0,network,2.0,43.065338125,58.727084879723215,1.0,54.340218125,15.282179332658579,0.9161076059656031,federated,True,True,False
648	−800,smallworld,8,1.0,none,0.5,44.096534375,28.24580647196583,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False	648	+800,smallworld,8,1.0,none,0.5,24.62759625,99.52609903925737,0.5865807673299254,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,True
649	−800,smallworld,8,1.0,none,2.0,44.096534375,28.24580647196583,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False	649	+800,smallworld,8,1.0,none,2.0,43.20509625,57.999640170991874,1.0,54.479355625,15.283469981842364,0.9160283926563294,federated,True,True,False

modified results/simulated/cells_main.csv +432 −432

				@@ -1,757 +1,757 @@
1	N,network,bandwidth,zipf,shock_type,regime,admin_capacity_ratio,success_rate_mean,success_rate_std,success_rate_count,msgs_per_task_mean,msgs_per_task_std,msgs_per_task_count,bits_per_task_mean,bits_per_task_std,bits_per_task_count,bits_per_success_mean,bits_per_success_std,bits_per_success_count,bits_per_success_incl_setup_mean,bits_per_success_incl_setup_std,bits_per_success_incl_setup_count,tasks_per_kbit_mean,tasks_per_kbit_std,tasks_per_kbit_count,latency_mean_mean,latency_mean_std,latency_mean_count,fail_latency_share_mean,fail_latency_share_std,fail_latency_share_count,fail_decode_share_mean,fail_decode_share_std,fail_decode_share_count,admin_overhead_share_mean,admin_overhead_share_std,admin_overhead_share_count,welfare_per_agent_mean,welfare_per_agent_std,welfare_per_agent_count,gini_benefit_mean,gini_benefit_std,gini_benefit_count,root_load_mean_mean,root_load_mean_std,root_load_mean_count,success_pre_mean,success_pre_std,success_pre_count,success_post_mean,success_post_std,success_post_count,bits_per_task_pre_mean,bits_per_task_pre_std,bits_per_task_pre_count,bits_per_task_post_mean,bits_per_task_post_std,bits_per_task_post_count	1	N,network,bandwidth,zipf,shock_type,regime,admin_capacity_ratio,success_rate_mean,success_rate_std,success_rate_count,msgs_per_task_mean,msgs_per_task_std,msgs_per_task_count,bits_per_task_mean,bits_per_task_std,bits_per_task_count,bits_per_success_mean,bits_per_success_std,bits_per_success_count,bits_per_success_incl_setup_mean,bits_per_success_incl_setup_std,bits_per_success_incl_setup_count,tasks_per_kbit_mean,tasks_per_kbit_std,tasks_per_kbit_count,latency_mean_mean,latency_mean_std,latency_mean_count,fail_latency_share_mean,fail_latency_share_std,fail_latency_share_count,fail_decode_share_mean,fail_decode_share_std,fail_decode_share_count,admin_overhead_share_mean,admin_overhead_share_std,admin_overhead_share_count,welfare_per_agent_mean,welfare_per_agent_std,welfare_per_agent_count,gini_benefit_mean,gini_benefit_std,gini_benefit_count,root_load_mean_mean,root_load_mean_std,root_load_mean_count,success_pre_mean,success_pre_std,success_pre_count,success_post_mean,success_post_std,success_post_count,bits_per_task_pre_mean,bits_per_task_pre_std,bits_per_task_pre_count,bits_per_task_post_mean,bits_per_task_post_std,bits_per_task_post_count
2	−50,lattice,2,0.0,distribution,central,0.5,0.07453980999053904,0.023008094620832614,8,8.0,0.0,8,16.0,0.0,8,234.6955408593038,79.03996539130206,8,414.8979893018475,138.9964452572353,8,2.633694134980002,0.8139626834026512,8,2.6349094364503745,0.2565504157984489,8,0.925460190009461,0.02300809462083265,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,2.71662,1.1292471725382864,8,0.2554459995160931,0.05464639907885179,8,679.525,55.00370766723694,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	2	+50,lattice,2,0.0,distribution,central,0.5,0.0342345915933119,0.008377589151760272,8,8.0,0.0,8,52.0,0.0,8,1613.5929839790133,453.31947492206416,8,1995.1284849998085,559.0570133240009,8,0.5324897143887806,0.1309265842432873,8,2.6020984100028217,0.17750099590444585,8,0.9657654084066881,0.008377589151760241,8,0.0,0.0,8,0.25346507363546356,0.004883931422099531,8,-0.42036000000000007,0.41511968174422736,8,0.36714783522531014,0.08369861869750801,8,855.025,55.00370766723694,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
3	−50,lattice,2,0.0,distribution,central,2.0,0.9782435472731877,0.025991268271521532,8,8.0,0.0,8,16.0,0.0,8,16.3662158213474,0.4461554007324672,8,28.94043170343408,0.5909661284004283,8,34.56635209025821,0.7063619163084855,8,1.6115396340585273,0.04362543935819283,8,0.02175645272681219,0.025991268271521522,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,46.82412,1.2535301145621844,8,0.10238746261351199,0.003179135289680979,8,81.3875,2.7787137312073007,8,0.9840541801294629,0.012495876544998143,8,0.972687119422194,0.044015924793867525,8,16.0,0.0,8,16.0,0.0,8	3	+50,lattice,2,0.0,distribution,central,2.0,0.9716049462369184,0.02641936778442673,8,8.0,0.0,8,52.0,0.0,8,53.554770502826386,1.4744503500882056,8,66.21980172056654,1.7811263570550027,8,15.110702661825012,0.40283394790131133,8,1.6271760168123715,0.05072663123474304,8,0.02839505376308162,0.02641936778442673,8,0.0,0.0,8,0.25346507363546356,0.004883931422099531,8,45.34464,1.7910408167638974,8,0.10704379159566163,0.013930539153280462,8,81.3875,2.7787137312073007,8,0.9799506447759275,0.011886756612713257,8,0.9633786087838961,0.04527100042200436,8,52.0,0.0,8,52.0,0.0,8
4	−50,lattice,2,0.0,distribution,federated,0.5,0.8435935652016926,0.1280683373655998,8,6.465869360067418,0.20137752210870868,8,16.0,0.0,8,19.372763034675984,3.0738091080813597,8,34.203357606831844,4.9690599380389155,8,29.764439582253807,4.166920538045297,8,2.1233118405328324,0.26374725084976075,8,0.1564064347983074,0.1280683373655998,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,40.11162,5.153056023049399,8,0.10549468735421025,0.007376957612342994,8,97.3875,31.607376512453545,8,0.9840541801294629,0.012495876544998143,8,0.7099013404555747,0.2458382405779608,8,16.0,0.0,8,16.0,0.0,8	4	+50,lattice,2,0.0,distribution,federated,0.5,0.06741589758980342,0.021396749488935884,8,6.465869360067418,0.20137752210870868,8,42.79521616040451,1.2082651326522533,8,698.0633058466034,236.80909475968565,8,897.3250668658843,300.0257338670366,8,1.2284995171755753,0.40631958951541286,8,2.5094718270636713,0.16866384975569942,8,0.9325841024101966,0.021396749488935853,8,0.0,0.0,8,0.2959557947115404,0.00995067944340632,8,1.49142,1.0498682163830986,8,0.3472003470419908,0.06393148184381794,8,404.3841676966563,54.69963355854443,8,0.13630371369079475,0.04187163261823825,8,0.0008802816901408451,0.002489812609811787,8,42.8444889134479,1.0976265444647302,8,42.74635848971649,1.416252361118571,8
5	−50,lattice,2,0.0,distribution,federated,2.0,0.9782435472731877,0.025991268271521532,8,6.465869360067418,0.20137752210870868,8,16.0,0.0,8,16.3662158213474,0.4461554007324672,8,28.94043170343408,0.5909661284004283,8,34.56635209025821,0.7063619163084855,8,1.6115396340585273,0.04362543935819283,8,0.02175645272681219,0.025991268271521522,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,46.82412,1.2535301145621844,8,0.10238746261351199,0.003179135289680979,8,50.2125,4.792833191338919,8,0.9840541801294629,0.012495876544998143,8,0.972687119422194,0.044015924793867525,8,16.0,0.0,8,16.0,0.0,8	5	+50,lattice,2,0.0,distribution,federated,2.0,0.974519454008939,0.024521448324621595,8,6.465869360067418,0.20137752210870868,8,42.79521616040451,1.2082651326522533,8,43.93742667015724,1.6322885449327207,8,56.561363423595694,1.6412151649245819,8,17.692899422037478,0.5116101774024514,8,1.61890795534456,0.04274147576816206,8,0.025480545991060893,0.024521448324621584,8,0.0,0.0,8,0.2959557947115404,0.00995067944340632,8,45.77892,1.5023446105718534,8,0.1044260148238506,0.006924607278972895,8,50.2125,4.792833191338919,8,0.9831072104324932,0.011349281116402352,8,0.9660381832519813,0.04331257418510863,8,42.8444889134479,1.0976265444647302,8,42.74635848971649,1.416252361118571,8
6	50,lattice,2,0.0,distribution,none,2.0,0.16230696945203638,0.03372350023012002,8,4.0,0.0,8,14.0,0.0,8,89.1969694849485,16.311475378272757,8,89.1969694849485,16.311475378272757,8,11.593354960859742,2.4088214450085728,8,2.600257824528716,0.06571723946565508,8,0.7453879419387003,0.034663952532625796,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,9.10287,1.848271454861851,8,0.297695248781816,0.06165464491855298,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.07610885879157614,0.036215375400800436,8,14.0,0.0,8,14.0,0.0,8	6	50,lattice,2,0.0,distribution,none,2.0,0.16230696945203638,0.03372350023012002,8,4.0,0.0,8,14.0,0.0,8,89.1969694849485,16.311475378272757,8,89.1969694849485,16.311475378272757,8,11.593354960859742,2.4088214450085728,8,2.600257824528716,0.06571723946565508,8,0.7453879419387003,0.034663952532625796,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,9.10287,1.848271454861851,8,0.297695248781816,0.06165464491855298,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.07610885879157614,0.036215375400800436,8,14.0,0.0,8,14.0,0.0,8
7	50,lattice,2,0.0,distribution,norms,2.0,0.16888755178458129,0.03573257948053432,8,4.0,0.0,8,14.0,0.0,8,85.8543777489665,16.091181617252946,8,147.3561840483179,26.76168841320369,8,7.01188926003034,1.429423573902625,8,2.601689339246643,0.06157430935897809,8,0.7873265967404053,0.037155679447160375,8,0.043785851475013446,0.0060955676232130555,8,0.4179864273505079,0.0058182505437119215,8,9.09287,1.9543565837818413,8,0.29697386574884965,0.06109050874053296,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.07963046729427989,0.03795826081672087,8,14.0,0.0,8,14.0,0.0,8	7	50,lattice,2,0.0,distribution,norms,2.0,0.16888755178458129,0.03573257948053432,8,4.0,0.0,8,14.0,0.0,8,85.8543777489665,16.091181617252946,8,147.3561840483179,26.76168841320369,8,7.01188926003034,1.429423573902625,8,2.601689339246643,0.06157430935897809,8,0.7873265967404053,0.037155679447160375,8,0.043785851475013446,0.0060955676232130555,8,0.4179864273505079,0.0058182505437119215,8,9.09287,1.9543565837818413,8,0.29697386574884965,0.06109050874053296,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.07963046729427989,0.03795826081672087,8,14.0,0.0,8,14.0,0.0,8
8	50,lattice,2,0.0,distribution,records,2.0,0.9696240939671001,0.021309663488251647,8,2.0,0.0,8,16.0,0.0,8,16.508361438238843,0.3704177847864282,8,26.788374470491355,0.6467653888388895,8,37.348516680498484,0.8944454705065915,8,1.6397229197432157,0.044577541041375415,8,0.030375906032899854,0.02130966348825166,8,0.0,0.0,8,0.5377362273348725,0.007831814363880396,8,57.41922,2.4927664423745273,8,0.09247311088150292,0.008380208431954214,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.9689183360861708,0.03854728831436937,8,16.0,0.0,8,16.0,0.0,8	8	50,lattice,2,0.0,distribution,records,2.0,0.9696240939671001,0.021309663488251647,8,2.0,0.0,8,16.0,0.0,8,16.508361438238843,0.3704177847864282,8,26.788374470491355,0.6467653888388895,8,37.348516680498484,0.8944454705065915,8,1.6397229197432157,0.044577541041375415,8,0.030375906032899854,0.02130966348825166,8,0.0,0.0,8,0.5377362273348725,0.007831814363880396,8,57.41922,2.4927664423745273,8,0.09247311088150292,0.008380208431954214,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.9689183360861708,0.03854728831436937,8,16.0,0.0,8,16.0,0.0,8
9	−50,lattice,2,0.0,network,central,0.5,0.07586686122444125,0.024730934138430635,8,8.0,0.0,8,16.0,0.0,8,232.158883766494,79.99687406010422,8,412.36133220903764,140.0459037333032,8,2.660335665972613,0.8489759379033782,8,2.6349094364503745,0.2565504157984489,8,0.9241331387755587,0.0247309341384306,8,0.0,0.0,8,0.578427117020696,0.004574731404937013,8,2.7239,1.1368537441804654,8,0.2554459995160931,0.05464639907885179,8,664.7,45.50321809655727,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	9	+50,lattice,2,0.0,network,central,0.5,0.03481931495366203,0.009091112098359468,8,8.0,0.0,8,52.0,0.0,8,1595.510856779239,461.40653374567603,8,1977.0463578000342,567.487807231175,8,0.5398650362453389,0.13999678380178587,8,2.6020984100028217,0.17750099590444585,8,0.965180685046338,0.009091112098359415,8,0.0,0.0,8,0.2554268445754282,0.003565904459434442,8,-0.3967000000000001,0.43850370358429464,8,0.36714783522531014,0.08369861869750801,8,840.2,45.50321809655727,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
10	−50,lattice,2,0.0,network,central,2.0,0.8893022043916392,0.047823816842072764,8,8.0,0.0,8,16.0,0.0,8,18.03627682840949,0.9503267337757796,8,32.09309631773837,1.7862204203003935,8,31.243875060100894,1.7390578561382948,8,1.674631651368015,0.0525440187056641,8,0.11069779560836077,0.04782381684207274,8,0.0,0.0,8,0.578427117020696,0.004574731404937013,8,41.9114,2.5899316993090213,8,0.13219762267558044,0.016959487762027728,8,80.25,1.991410124940185,8,0.9840541801294629,0.012495876544998143,8,0.7960398659663315,0.09555247328936453,8,16.0,0.0,8,16.0,0.0,8	10	+50,lattice,2,0.0,network,central,2.0,0.8831385014521638,0.04813286998040229,8,8.0,0.0,8,52.0,0.0,8,59.02865192378621,3.102474304865621,8,73.18282475954412,3.8971966059797376,8,13.699334682543082,0.7508010289275754,8,1.691430306908848,0.05895837374466513,8,0.11686149854783622,0.04813286998040234,8,0.0,0.0,8,0.2554268445754282,0.003565904459434442,8,40.455799999999996,2.532077060619263,8,0.13686042375089474,0.022705566217405073,8,80.25,1.991410124940185,8,0.9799506447759275,0.011886756612713257,8,0.787912625623386,0.09497926528372516,8,52.0,0.0,8,52.0,0.0,8
11	−50,lattice,2,0.0,network,federated,0.5,0.7983198334922278,0.1276651505312591,8,6.489818743628307,0.23454328230115587,8,16.0,0.0,8,20.538549956078768,3.558192496498728,8,36.53445406005536,6.273816463692443,8,28.040518604627454,4.463148747195781,8,2.1466340247020192,0.22928422424281622,8,0.20168016650777215,0.1276651505312591,8,0.0,0.0,8,0.578427117020696,0.004574731404937013,8,37.5089,6.120783318796471,8,0.1311139781047803,0.016710356372330933,8,94.0375,33.10241413293857,8,0.9840541801294629,0.012495876544998143,8,0.6154543432259209,0.2540872027923395,8,16.0,0.0,8,16.0,0.0,8	11	+50,lattice,2,0.0,network,federated,0.5,0.06898098153580069,0.023345815734713518,8,6.489818743628307,0.23454328230115587,8,42.938912461769846,1.4072596938069377,8,690.8327252129254,242.37388578653758,8,890.0690145484295,307.25668701511336,8,1.2496209958451736,0.4364506663063055,8,2.5133671338987766,0.1606338613889772,8,0.9310190184641993,0.023345815734713553,8,0.0,0.0,8,0.29736375246596086,0.008364988374171104,8,1.53674,1.134979201521206,8,0.35016466409941327,0.06615313950621332,8,399.4966676966563,56.53999106682558,8,0.13630371369079475,0.04187163261823825,8,0.002214249280546092,0.004199146912259999,8,42.8444889134479,1.0976265444647302,8,43.05437608367764,1.8336969721667133,8
12	−50,lattice,2,0.0,network,federated,2.0,0.8893022043916392,0.047823816842072764,8,6.489818743628307,0.23454328230115587,8,16.0,0.0,8,18.03627682840949,0.9503267337757796,8,32.09309631773837,1.7862204203003935,8,31.243875060100894,1.7390578561382948,8,1.674631651368015,0.0525440187056641,8,0.11069779560836077,0.04782381684207274,8,0.0,0.0,8,0.578427117020696,0.004574731404937013,8,41.9114,2.5899316993090213,8,0.13219762267558044,0.016959487762027728,8,49.9875,4.750093984032617,8,0.9840541801294629,0.012495876544998143,8,0.7960398659663315,0.09555247328936453,8,16.0,0.0,8,16.0,0.0,8	12	+50,lattice,2,0.0,network,federated,2.0,0.8866948424284491,0.04776405458309831,8,6.489818743628307,0.23454328230115587,8,42.938912461769846,1.4072596938069377,8,48.55883746498063,3.267948438020368,8,62.656146409902576,4.004244813084921,8,16.016528235075295,1.0105035194495269,8,1.6831711045156221,0.054254974872429085,8,0.11330515757155095,0.04776405458309831,8,0.0,0.0,8,0.29736375246596086,0.008364988374171104,8,40.91924,2.547920881121928,8,0.13392214430127944,0.018713746001846002,8,49.9875,4.750093984032617,8,0.9831072104324932,0.011349281116402352,8,0.7918632549878112,0.09586975969504533,8,42.8444889134479,1.0976265444647302,8,43.05437608367764,1.8336969721667133,8
13	50,lattice,2,0.0,network,none,2.0,0.1454776748409216,0.030533023376685495,8,4.0,0.0,8,14.0,0.0,8,99.60936198732347,18.786701151627277,8,99.60936198732347,18.786701151627277,8,10.391262488637256,2.1809302411918217,8,2.5936412478078936,0.07513962064762525,8,0.7653815806578611,0.0304188821593163,8,0.08914074450121726,0.010477212315135832,8,0.0,0.0,8,8.16797,1.6498533511627194,8,0.3138485559597394,0.05134461577149248,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.044218952483671095,0.025029906936581036,8,14.0,0.0,8,14.0,0.0,8	13	50,lattice,2,0.0,network,none,2.0,0.1454776748409216,0.030533023376685495,8,4.0,0.0,8,14.0,0.0,8,99.60936198732347,18.786701151627277,8,99.60936198732347,18.786701151627277,8,10.391262488637256,2.1809302411918217,8,2.5936412478078936,0.07513962064762525,8,0.7653815806578611,0.0304188821593163,8,0.08914074450121726,0.010477212315135832,8,0.0,0.0,8,8.16797,1.6498533511627194,8,0.3138485559597394,0.05134461577149248,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.044218952483671095,0.025029906936581036,8,14.0,0.0,8,14.0,0.0,8
14	50,lattice,2,0.0,network,norms,2.0,0.15111303198637513,0.03142710224403439,8,4.0,0.0,8,14.0,0.0,8,95.85727988967633,18.023439405264913,8,163.92055125807593,29.876345811206566,8,6.29551850664538,1.2481084286931188,8,2.593747504466484,0.07132555490136039,8,0.8046274089253356,0.03126022339215906,8,0.04425955908828928,0.005805568835724153,8,0.4158753075662102,0.0064833794212805235,8,8.10547,1.6918481763359934,8,0.3138210537587108,0.04834425661759926,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.045924832173994165,0.026068777477871074,8,14.0,0.0,8,14.0,0.0,8	14	50,lattice,2,0.0,network,norms,2.0,0.15111303198637513,0.03142710224403439,8,4.0,0.0,8,14.0,0.0,8,95.85727988967633,18.023439405264913,8,163.92055125807593,29.876345811206566,8,6.29551850664538,1.2481084286931188,8,2.593747504466484,0.07132555490136039,8,0.8046274089253356,0.03126022339215906,8,0.04425955908828928,0.005805568835724153,8,0.4158753075662102,0.0064833794212805235,8,8.10547,1.6918481763359934,8,0.3138210537587108,0.04834425661759926,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.045924832173994165,0.026068777477871074,8,14.0,0.0,8,14.0,0.0,8
15	50,lattice,2,0.0,network,records,2.0,0.8987587276223951,0.06325741529212628,8,2.0,0.0,8,16.0,0.0,8,17.883571186261136,1.3215588293782559,8,28.935942383243066,1.8435919209031122,8,34.67638705920662,2.1063059314157107,8,1.7087099446937906,0.053055954803145115,8,0.10124127237760493,0.06325741529212622,8,0.0,0.0,8,0.5367079926413159,0.006235436650805072,8,53.3582,2.6680974967835906,8,0.12228928903796814,0.009931625764903912,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.8255435953512709,0.11624117980266516,8,16.0,0.0,8,16.0,0.0,8	15	50,lattice,2,0.0,network,records,2.0,0.8987587276223951,0.06325741529212628,8,2.0,0.0,8,16.0,0.0,8,17.883571186261136,1.3215588293782559,8,28.935942383243066,1.8435919209031122,8,34.67638705920662,2.1063059314157107,8,1.7087099446937906,0.053055954803145115,8,0.10124127237760493,0.06325741529212622,8,0.0,0.0,8,0.5367079926413159,0.006235436650805072,8,53.3582,2.6680974967835906,8,0.12228928903796814,0.009931625764903912,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.8255435953512709,0.11624117980266516,8,16.0,0.0,8,16.0,0.0,8
16	−50,lattice,2,0.0,none,central,0.5,0.07453980999053904,0.023008094620832614,8,8.0,0.0,8,16.0,0.0,8,234.6955408593038,79.03996539130206,8,414.8979893018475,138.9964452572353,8,2.633694134980002,0.8139626834026512,8,2.6349094364503745,0.2565504157984489,8,0.925460190009461,0.02300809462083265,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,2.71662,1.1292471725382864,8,0.2554459995160931,0.05464639907885179,8,679.525,55.00370766723694,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	16	+50,lattice,2,0.0,none,central,0.5,0.0342345915933119,0.008377589151760272,8,8.0,0.0,8,52.0,0.0,8,1613.5929839790133,453.31947492206416,8,1995.1284849998085,559.0570133240009,8,0.5324897143887806,0.1309265842432873,8,2.6020984100028217,0.17750099590444585,8,0.9657654084066881,0.008377589151760241,8,0.0,0.0,8,0.25346507363546356,0.004883931422099531,8,-0.42036000000000007,0.41511968174422736,8,0.36714783522531014,0.08369861869750801,8,855.025,55.00370766723694,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
17	−50,lattice,2,0.0,none,central,2.0,0.9782435472731877,0.025991268271521532,8,8.0,0.0,8,16.0,0.0,8,16.3662158213474,0.4461554007324672,8,28.94043170343408,0.5909661284004283,8,34.56635209025821,0.7063619163084855,8,1.6115396340585273,0.04362543935819283,8,0.02175645272681219,0.025991268271521522,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,46.82412,1.2535301145621844,8,0.10238746261351199,0.003179135289680979,8,81.3875,2.7787137312073007,8,0.9840541801294629,0.012495876544998143,8,0.972687119422194,0.044015924793867525,8,16.0,0.0,8,16.0,0.0,8	17	+50,lattice,2,0.0,none,central,2.0,0.9716049462369184,0.02641936778442673,8,8.0,0.0,8,52.0,0.0,8,53.554770502826386,1.4744503500882056,8,66.21980172056654,1.7811263570550027,8,15.110702661825012,0.40283394790131133,8,1.6271760168123715,0.05072663123474304,8,0.02839505376308162,0.02641936778442673,8,0.0,0.0,8,0.25346507363546356,0.004883931422099531,8,45.34464,1.7910408167638974,8,0.10704379159566163,0.013930539153280462,8,81.3875,2.7787137312073007,8,0.9799506447759275,0.011886756612713257,8,0.9633786087838961,0.04527100042200436,8,52.0,0.0,8,52.0,0.0,8
18	−50,lattice,2,0.0,none,federated,0.5,0.8435935652016926,0.1280683373655998,8,6.465869360067418,0.20137752210870868,8,16.0,0.0,8,19.372763034675984,3.0738091080813597,8,34.203357606831844,4.9690599380389155,8,29.764439582253807,4.166920538045297,8,2.1233118405328324,0.26374725084976075,8,0.1564064347983074,0.1280683373655998,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,40.11162,5.153056023049399,8,0.10549468735421025,0.007376957612342994,8,97.3875,31.607376512453545,8,0.9840541801294629,0.012495876544998143,8,0.7099013404555747,0.2458382405779608,8,16.0,0.0,8,16.0,0.0,8	18	+50,lattice,2,0.0,none,federated,0.5,0.06741589758980342,0.021396749488935884,8,6.465869360067418,0.20137752210870868,8,42.79521616040451,1.2082651326522533,8,698.0633058466034,236.80909475968565,8,897.3250668658843,300.0257338670366,8,1.2284995171755753,0.40631958951541286,8,2.5094718270636713,0.16866384975569942,8,0.9325841024101966,0.021396749488935853,8,0.0,0.0,8,0.2959557947115404,0.00995067944340632,8,1.49142,1.0498682163830986,8,0.3472003470419908,0.06393148184381794,8,404.3841676966563,54.69963355854443,8,0.13630371369079475,0.04187163261823825,8,0.0008802816901408451,0.002489812609811787,8,42.8444889134479,1.0976265444647302,8,42.74635848971649,1.416252361118571,8
19	−50,lattice,2,0.0,none,federated,2.0,0.9782435472731877,0.025991268271521532,8,6.465869360067418,0.20137752210870868,8,16.0,0.0,8,16.3662158213474,0.4461554007324672,8,28.94043170343408,0.5909661284004283,8,34.56635209025821,0.7063619163084855,8,1.6115396340585273,0.04362543935819283,8,0.02175645272681219,0.025991268271521522,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,46.82412,1.2535301145621844,8,0.10238746261351199,0.003179135289680979,8,50.2125,4.792833191338919,8,0.9840541801294629,0.012495876544998143,8,0.972687119422194,0.044015924793867525,8,16.0,0.0,8,16.0,0.0,8	19	+50,lattice,2,0.0,none,federated,2.0,0.974519454008939,0.024521448324621595,8,6.465869360067418,0.20137752210870868,8,42.79521616040451,1.2082651326522533,8,43.93742667015724,1.6322885449327207,8,56.561363423595694,1.6412151649245819,8,17.692899422037478,0.5116101774024514,8,1.61890795534456,0.04274147576816206,8,0.025480545991060893,0.024521448324621584,8,0.0,0.0,8,0.2959557947115404,0.00995067944340632,8,45.77892,1.5023446105718534,8,0.1044260148238506,0.006924607278972895,8,50.2125,4.792833191338919,8,0.9831072104324932,0.011349281116402352,8,0.9660381832519813,0.04331257418510863,8,42.8444889134479,1.0976265444647302,8,42.74635848971649,1.416252361118571,8
20	50,lattice,2,0.0,none,none,2.0,0.16230696945203638,0.03372350023012002,8,4.0,0.0,8,14.0,0.0,8,89.1969694849485,16.311475378272757,8,89.1969694849485,16.311475378272757,8,11.593354960859742,2.4088214450085728,8,2.600257824528716,0.06571723946565508,8,0.7453879419387003,0.034663952532625796,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,9.10287,1.848271454861851,8,0.297695248781816,0.06165464491855298,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.07610885879157614,0.036215375400800436,8,14.0,0.0,8,14.0,0.0,8	20	50,lattice,2,0.0,none,none,2.0,0.16230696945203638,0.03372350023012002,8,4.0,0.0,8,14.0,0.0,8,89.1969694849485,16.311475378272757,8,89.1969694849485,16.311475378272757,8,11.593354960859742,2.4088214450085728,8,2.600257824528716,0.06571723946565508,8,0.7453879419387003,0.034663952532625796,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,9.10287,1.848271454861851,8,0.297695248781816,0.06165464491855298,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.07610885879157614,0.036215375400800436,8,14.0,0.0,8,14.0,0.0,8
21	50,lattice,2,0.0,none,norms,2.0,0.16888755178458129,0.03573257948053432,8,4.0,0.0,8,14.0,0.0,8,85.8543777489665,16.091181617252946,8,147.3561840483179,26.76168841320369,8,7.01188926003034,1.429423573902625,8,2.601689339246643,0.06157430935897809,8,0.7873265967404053,0.037155679447160375,8,0.043785851475013446,0.0060955676232130555,8,0.4179864273505079,0.0058182505437119215,8,9.09287,1.9543565837818413,8,0.29697386574884965,0.06109050874053296,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.07963046729427989,0.03795826081672087,8,14.0,0.0,8,14.0,0.0,8	21	50,lattice,2,0.0,none,norms,2.0,0.16888755178458129,0.03573257948053432,8,4.0,0.0,8,14.0,0.0,8,85.8543777489665,16.091181617252946,8,147.3561840483179,26.76168841320369,8,7.01188926003034,1.429423573902625,8,2.601689339246643,0.06157430935897809,8,0.7873265967404053,0.037155679447160375,8,0.043785851475013446,0.0060955676232130555,8,0.4179864273505079,0.0058182505437119215,8,9.09287,1.9543565837818413,8,0.29697386574884965,0.06109050874053296,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.07963046729427989,0.03795826081672087,8,14.0,0.0,8,14.0,0.0,8
22	50,lattice,2,0.0,none,records,2.0,0.9696240939671001,0.021309663488251647,8,2.0,0.0,8,16.0,0.0,8,16.508361438238843,0.3704177847864282,8,26.788374470491355,0.6467653888388895,8,37.348516680498484,0.8944454705065915,8,1.6397229197432157,0.044577541041375415,8,0.030375906032899854,0.02130966348825166,8,0.0,0.0,8,0.5377362273348725,0.007831814363880396,8,57.41922,2.4927664423745273,8,0.09247311088150292,0.008380208431954214,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.9689183360861708,0.03854728831436937,8,16.0,0.0,8,16.0,0.0,8	22	50,lattice,2,0.0,none,records,2.0,0.9696240939671001,0.021309663488251647,8,2.0,0.0,8,16.0,0.0,8,16.508361438238843,0.3704177847864282,8,26.788374470491355,0.6467653888388895,8,37.348516680498484,0.8944454705065915,8,1.6397229197432157,0.044577541041375415,8,0.030375906032899854,0.02130966348825166,8,0.0,0.0,8,0.5377362273348725,0.007831814363880396,8,57.41922,2.4927664423745273,8,0.09247311088150292,0.008380208431954214,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.9689183360861708,0.03854728831436937,8,16.0,0.0,8,16.0,0.0,8
23	−50,lattice,2,1.0,distribution,central,0.5,0.07453980999053904,0.023008094620832614,8,8.0,0.0,8,15.383234700335827,0.08874171688678215,8,225.7788279846303,76.22366986095562,8,405.98127642717395,136.17714784160276,8,2.693703048786669,0.8389138527391109,8,2.6349094364503745,0.2565504157984489,8,0.925460190009461,0.02300809462083265,8,0.0,0.0,8,0.5887175293925987,0.0067077612383565,8,2.73669,1.1308590869903161,8,0.2554459995160931,0.05464639907885179,8,679.525,55.00370766723694,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,14.914446796882535,0.07029130013211263,8,15.833480548521761,0.13553871458876934,8	23	+50,lattice,2,1.0,distribution,central,0.5,0.0342345915933119,0.008377589151760272,8,8.0,0.0,8,49.532938801343306,0.3549668675471286,8,1537.3035818072583,432.53409457608427,8,1918.8390828280533,538.2230635454662,8,0.5538570832909131,0.13682306622165474,8,2.6020984100028217,0.17750099590444585,8,0.9657654084066881,0.008377589151760241,8,0.0,0.0,8,0.26358665254918684,0.005385968607687379,8,-0.34008000000000005,0.4172333453322527,8,0.36714783522531014,0.08369861869750801,8,855.025,55.00370766723694,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,47.65778718753014,0.2811652005284505,8,51.333922194087044,0.5421548583550779,8
24	−50,lattice,2,1.0,distribution,central,2.0,0.9782435472731877,0.025991268271521532,8,8.0,0.0,8,15.383234700335827,0.08874171688678215,8,15.735109870574615,0.4287983437931714,8,28.30932575266129,0.5639520529524581,8,35.33634059683301,0.705389293221285,8,1.6115396340585273,0.04362543935819283,8,0.02175645272681219,0.025991268271521522,8,0.0,0.0,8,0.5887175293925987,0.0067077612383565,8,46.84419,1.2532601555486063,8,0.10238746261351199,0.003179135289680979,8,81.3875,2.7787137312073007,8,0.9840541801294629,0.012495876544998143,8,0.972687119422194,0.044015924793867525,8,14.914446796882535,0.07029130013211263,8,15.833480548521761,0.13553871458876934,8	24	+50,lattice,2,1.0,distribution,central,2.0,0.9716049462369184,0.02641936778442673,8,8.0,0.0,8,49.532938801343306,0.3549668675471286,8,51.01414524385466,1.4575980342879182,8,63.679176461594814,1.750912399350427,8,15.714025526055742,0.42840880583385577,8,1.6271760168123715,0.05072663123474304,8,0.02839505376308162,0.02641936778442673,8,0.0,0.0,8,0.26358665254918684,0.005385968607687379,8,45.42492,1.792027489074875,8,0.10704379159566163,0.013930539153280462,8,81.3875,2.7787137312073007,8,0.9799506447759275,0.011886756612713257,8,0.9633786087838961,0.04527100042200436,8,47.65778718753014,0.2811652005284505,8,51.333922194087044,0.5421548583550779,8
25	−50,lattice,2,1.0,distribution,federated,0.5,0.8435935652016926,0.1280683373655998,8,6.465869360067418,0.20137752210870868,8,15.383234700335827,0.08874171688678215,8,18.62272455794282,2.938203464446332,8,33.45331913009868,4.829307318763899,8,30.42324705803615,4.219643143557556,8,2.1233118405328324,0.26374725084976075,8,0.1564064347983074,0.1280683373655998,8,0.0,0.0,8,0.5887175293925987,0.0067077612383565,8,40.13169,5.151527051306521,8,0.10549468735421025,0.007376957612342994,8,97.3875,31.607376512453545,8,0.9840541801294629,0.012495876544998143,8,0.7099013404555747,0.2458382405779608,8,14.914446796882535,0.07029130013211263,8,15.833480548521761,0.13553871458876934,8	25	+50,lattice,2,1.0,distribution,federated,0.5,0.06741589758980342,0.021396749488935884,8,6.465869360067418,0.20137752210870868,8,40.75461357458901,1.132989636015751,8,664.9522241442938,225.90426005796263,8,864.2139851635748,289.0626094948811,8,1.2759971995445714,0.42352709845174236,8,2.5094718270636713,0.16866384975569942,8,0.9325841024101966,0.021396749488935853,8,0.0,0.0,8,0.30733738622207046,0.010566690274629665,8,1.5577299999999998,1.0500647306850046,8,0.3472003470419908,0.06393148184381794,8,404.3841676966563,54.69963355854443,8,0.13630371369079475,0.04187163261823825,8,0.0008802816901408451,0.002489812609811787,8,39.30173166733784,0.928686218351478,8,42.14906648039838,1.392955802877183,8
26	−50,lattice,2,1.0,distribution,federated,2.0,0.9782435472731877,0.025991268271521532,8,6.465869360067418,0.20137752210870868,8,15.383234700335827,0.08874171688678215,8,15.735109870574615,0.4287983437931714,8,28.30932575266129,0.5639520529524581,8,35.33634059683301,0.705389293221285,8,1.6115396340585273,0.04362543935819283,8,0.02175645272681219,0.025991268271521522,8,0.0,0.0,8,0.5887175293925987,0.0067077612383565,8,46.84419,1.2532601555486063,8,0.10238746261351199,0.003179135289680979,8,50.2125,4.792833191338919,8,0.9840541801294629,0.012495876544998143,8,0.972687119422194,0.044015924793867525,8,14.914446796882535,0.07029130013211263,8,15.833480548521761,0.13553871458876934,8	26	+50,lattice,2,1.0,distribution,federated,2.0,0.974519454008939,0.024521448324621595,8,6.465869360067418,0.20137752210870868,8,40.75461357458901,1.132989636015751,8,41.84373084651584,1.5866989652399235,8,54.467667599954304,1.5702834439801576,8,18.372747683444015,0.5246986573548601,8,1.61890795534456,0.04274147576816206,8,0.025480545991060893,0.024521448324621584,8,0.0,0.0,8,0.30733738622207046,0.010566690274629665,8,45.84523,1.5011455611536888,8,0.1044260148238506,0.006924607278972895,8,50.2125,4.792833191338919,8,0.9831072104324932,0.011349281116402352,8,0.9660381832519813,0.04331257418510863,8,39.30173166733784,0.928686218351478,8,42.14906648039838,1.392955802877183,8
27	50,lattice,2,1.0,distribution,none,2.0,0.16230696945203638,0.03372350023012002,8,4.0,0.0,8,14.0,0.0,8,89.1969694849485,16.311475378272757,8,89.1969694849485,16.311475378272757,8,11.593354960859742,2.4088214450085728,8,2.600257824528716,0.06571723946565508,8,0.7453879419387003,0.034663952532625796,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,9.10287,1.848271454861851,8,0.297695248781816,0.06165464491855298,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.07610885879157614,0.036215375400800436,8,14.0,0.0,8,14.0,0.0,8	27	50,lattice,2,1.0,distribution,none,2.0,0.16230696945203638,0.03372350023012002,8,4.0,0.0,8,14.0,0.0,8,89.1969694849485,16.311475378272757,8,89.1969694849485,16.311475378272757,8,11.593354960859742,2.4088214450085728,8,2.600257824528716,0.06571723946565508,8,0.7453879419387003,0.034663952532625796,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,9.10287,1.848271454861851,8,0.297695248781816,0.06165464491855298,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.07610885879157614,0.036215375400800436,8,14.0,0.0,8,14.0,0.0,8
28	50,lattice,2,1.0,distribution,norms,2.0,0.16888755178458129,0.03573257948053432,8,4.0,0.0,8,13.398083166432794,0.11854031244696434,8,82.18600461764238,15.517175816073493,8,143.68781091699378,26.192691111841377,8,7.1935191291572655,1.4783605226973253,8,2.601689339246643,0.06157430935897809,8,0.7873265967404053,0.037155679447160375,8,0.043785851475013446,0.0060955676232130555,8,0.4287214124837069,0.005882350624169211,8,9.11684,1.9552961837459386,8,0.29697386574884965,0.06109050874053296,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.07963046729427989,0.03795826081672087,8,12.937897093346395,0.0960366298811233,8,13.849979349750384,0.1637757290147197,8	28	50,lattice,2,1.0,distribution,norms,2.0,0.16888755178458129,0.03573257948053432,8,4.0,0.0,8,13.398083166432794,0.11854031244696434,8,82.18600461764238,15.517175816073493,8,143.68781091699378,26.192691111841377,8,7.1935191291572655,1.4783605226973253,8,2.601689339246643,0.06157430935897809,8,0.7873265967404053,0.037155679447160375,8,0.043785851475013446,0.0060955676232130555,8,0.4287214124837069,0.005882350624169211,8,9.11684,1.9552961837459386,8,0.29697386574884965,0.06109050874053296,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.07963046729427989,0.03795826081672087,8,12.937897093346395,0.0960366298811233,8,13.849979349750384,0.1637757290147197,8
29	50,lattice,2,1.0,distribution,records,2.0,0.9696240939671001,0.021309663488251647,8,2.0,0.0,8,15.419608335246501,0.13562208449365337,8,15.910002584985964,0.40721456027394576,8,26.190015617238476,0.6237733396194153,8,38.20120506088812,0.8983942928221725,8,1.6397229197432157,0.044577541041375415,8,0.030375906032899854,0.02130966348825166,8,0.0,0.0,8,0.5500401377465208,0.009646621710655367,8,57.44245,2.4914835786620877,8,0.09247311088150292,0.008380208431954214,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.9689183360861708,0.03854728831436937,8,14.973022067153373,0.16454480028836743,8,15.886546155643167,0.130670348502341,8	29	50,lattice,2,1.0,distribution,records,2.0,0.9696240939671001,0.021309663488251647,8,2.0,0.0,8,15.419608335246501,0.13562208449365337,8,15.910002584985964,0.40721456027394576,8,26.190015617238476,0.6237733396194153,8,38.20120506088812,0.8983942928221725,8,1.6397229197432157,0.044577541041375415,8,0.030375906032899854,0.02130966348825166,8,0.0,0.0,8,0.5500401377465208,0.009646621710655367,8,57.44245,2.4914835786620877,8,0.09247311088150292,0.008380208431954214,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.9689183360861708,0.03854728831436937,8,14.973022067153373,0.16454480028836743,8,15.886546155643167,0.130670348502341,8
30	−50,lattice,2,1.0,network,central,0.5,0.07586686122444125,0.024730934138430635,8,8.0,0.0,8,14.888305036711479,0.1161175616955103,8,216.13500444404352,74.36561285995013,8,396.3374528865872,134.38185382382227,8,2.7698437992070857,0.8923365333336708,8,2.6349094364503745,0.2565504157984489,8,0.9241331387755587,0.0247309341384306,8,0.0,0.0,8,0.6019376679491191,0.006519060527781504,8,2.75953,1.138115845622555,8,0.2554459995160931,0.05464639907885179,8,664.7,45.50321809655727,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,14.914446796882535,0.07029130013211263,8,14.859159592692329,0.2133673573648992,8	30	+50,lattice,2,1.0,network,central,0.5,0.03481931495366203,0.009091112098359468,8,8.0,0.0,8,47.553220146845916,0.4644702467820412,8,1459.253814669256,421.18488922420397,8,1840.789315690051,527.0798384461923,8,0.5800225507687886,0.15155948199359556,8,2.6020984100028217,0.17750099590444585,8,0.965180685046338,0.009091112098359415,8,0.0,0.0,8,0.27437513140252184,0.0054158803573504805,8,-0.25417999999999996,0.439528232800319,8,0.36714783522531014,0.08369861869750801,8,840.2,45.50321809655727,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,47.65778718753014,0.2811652005284505,8,47.436638370769316,0.8534694294595968,8
31	−50,lattice,2,1.0,network,central,2.0,0.8893022043916392,0.047823816842072764,8,8.0,0.0,8,14.888305036711479,0.1161175616955103,8,16.77997304262617,0.8237714090033442,8,30.836792531955048,1.640635518988028,8,32.50934610944497,1.7336221760011041,8,1.674631651368015,0.0525440187056641,8,0.11069779560836077,0.04782381684207274,8,0.0,0.0,8,0.6019376679491191,0.006519060527781504,8,41.94703,2.5877364887484213,8,0.13219762267558044,0.016959487762027728,8,80.25,1.991410124940185,8,0.9840541801294629,0.012495876544998143,8,0.7960398659663315,0.09555247328936453,8,14.914446796882535,0.07029130013211263,8,14.859159592692329,0.2133673573648992,8	31	+50,lattice,2,1.0,network,central,2.0,0.8831385014521638,0.04813286998040229,8,8.0,0.0,8,47.553220146845916,0.4644702467820412,8,53.97035364450909,2.6556731000638036,8,68.124526480267,3.405142141780269,8,14.712139758427707,0.7587813522603651,8,1.691430306908848,0.05895837374466513,8,0.11686149854783622,0.04813286998040234,8,0.0,0.0,8,0.27437513140252184,0.0054158803573504805,8,40.59832,2.5240802305564127,8,0.13686042375089474,0.022705566217405073,8,80.25,1.991410124940185,8,0.9799506447759275,0.011886756612713257,8,0.787912625623386,0.09497926528372516,8,47.65778718753014,0.2811652005284505,8,47.436638370769316,0.8534694294595968,8
32	−50,lattice,2,1.0,network,federated,0.5,0.7983198334922278,0.1276651505312591,8,6.489818743628307,0.23454328230115587,8,14.888305036711479,0.1161175616955103,8,19.109946818890517,3.3071768865348576,8,35.105850922867106,6.014952781082975,8,29.17714906356652,4.624715001257806,8,2.1466340247020192,0.22928422424281622,8,0.20168016650777215,0.1276651505312591,8,0.0,0.0,8,0.6019376679491191,0.006519060527781504,8,37.54453,6.120054557954763,8,0.1311139781047803,0.016710356372330933,8,94.0375,33.10241413293857,8,0.9840541801294629,0.012495876544998143,8,0.6154543432259209,0.2540872027923395,8,14.914446796882535,0.07029130013211263,8,14.859159592692329,0.2133673573648992,8	32	+50,lattice,2,1.0,network,federated,0.5,0.06898098153580069,0.023345815734713518,8,6.489818743628307,0.23454328230115587,8,39.307931297932996,1.2405785572503238,8,632.5550659220966,221.0232308291804,8,831.7913552576007,285.84603528463157,8,1.3378067425776283,0.47128093155252765,8,2.5133671338987766,0.1606338613889772,8,0.9310190184641993,0.023345815734713553,8,0.0,0.0,8,0.31820811451690295,0.009314875185892406,8,1.65307,1.1353394296232042,8,0.35016466409941327,0.06615313950621332,8,399.4966676966563,56.53999106682558,8,0.13630371369079475,0.04187163261823825,8,0.002214249280546092,0.004199146912259999,8,39.30173166733784,0.928686218351478,8,39.32210237603556,1.6397807862340434,8
33	−50,lattice,2,1.0,network,federated,2.0,0.8893022043916392,0.047823816842072764,8,6.489818743628307,0.23454328230115587,8,14.888305036711479,0.1161175616955103,8,16.77997304262617,0.8237714090033442,8,30.836792531955048,1.640635518988028,8,32.50934610944497,1.7336221760011041,8,1.674631651368015,0.0525440187056641,8,0.11069779560836077,0.04782381684207274,8,0.0,0.0,8,0.6019376679491191,0.006519060527781504,8,41.94703,2.5877364887484213,8,0.13219762267558044,0.016959487762027728,8,49.9875,4.750093984032617,8,0.9840541801294629,0.012495876544998143,8,0.7960398659663315,0.09555247328936453,8,14.914446796882535,0.07029130013211263,8,14.859159592692329,0.2133673573648992,8	33	+50,lattice,2,1.0,network,federated,2.0,0.8866948424284491,0.04776405458309831,8,6.489818743628307,0.23454328230115587,8,39.307931297932996,1.2405785572503238,8,44.43950846418947,2.7239091562665925,8,58.53681740911142,3.419029727959623,8,17.133916936373037,0.9927782743918627,8,1.6831711045156221,0.054254974872429085,8,0.11330515757155095,0.04776405458309831,8,0.0,0.0,8,0.31820811451690295,0.009314875185892406,8,41.03557,2.537729641774879,8,0.13392214430127944,0.018713746001846002,8,49.9875,4.750093984032617,8,0.9831072104324932,0.011349281116402352,8,0.7918632549878112,0.09586975969504533,8,39.30173166733784,0.928686218351478,8,39.32210237603556,1.6397807862340434,8
34	50,lattice,2,1.0,network,none,2.0,0.1454776748409216,0.030533023376685495,8,4.0,0.0,8,14.0,0.0,8,99.60936198732347,18.786701151627277,8,99.60936198732347,18.786701151627277,8,10.391262488637256,2.1809302411918217,8,2.5936412478078936,0.07513962064762525,8,0.7653815806578611,0.0304188821593163,8,0.08914074450121726,0.010477212315135832,8,0.0,0.0,8,8.16797,1.6498533511627194,8,0.3138485559597394,0.05134461577149248,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.044218952483671095,0.025029906936581036,8,14.0,0.0,8,14.0,0.0,8	34	50,lattice,2,1.0,network,none,2.0,0.1454776748409216,0.030533023376685495,8,4.0,0.0,8,14.0,0.0,8,99.60936198732347,18.786701151627277,8,99.60936198732347,18.786701151627277,8,10.391262488637256,2.1809302411918217,8,2.5936412478078936,0.07513962064762525,8,0.7653815806578611,0.0304188821593163,8,0.08914074450121726,0.010477212315135832,8,0.0,0.0,8,8.16797,1.6498533511627194,8,0.3138485559597394,0.05134461577149248,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.044218952483671095,0.025029906936581036,8,14.0,0.0,8,14.0,0.0,8
35	50,lattice,2,1.0,network,norms,2.0,0.15111303198637513,0.03142710224403439,8,4.0,0.0,8,12.866313671003441,0.09900606915086413,8,88.17138459878505,17.037034744131674,8,156.23465596718466,28.90279917379643,8,6.611029289786732,1.3280605534023506,8,2.593747504466484,0.07132555490136039,8,0.8046274089253356,0.03126022339215906,8,0.04425955908828928,0.005805568835724153,8,0.4365279343252023,0.007073627071543793,8,8.15097,1.693787594408292,8,0.3138210537587108,0.04834425661759926,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.045924832173994165,0.026068777477871074,8,12.937897093346395,0.0960366298811233,8,12.796347874138362,0.16481511859289966,8	35	50,lattice,2,1.0,network,norms,2.0,0.15111303198637513,0.03142710224403439,8,4.0,0.0,8,12.866313671003441,0.09900606915086413,8,88.17138459878505,17.037034744131674,8,156.23465596718466,28.90279917379643,8,6.611029289786732,1.3280605534023506,8,2.593747504466484,0.07132555490136039,8,0.8046274089253356,0.03126022339215906,8,0.04425955908828928,0.005805568835724153,8,0.4365279343252023,0.007073627071543793,8,8.15097,1.693787594408292,8,0.3138210537587108,0.04834425661759926,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.045924832173994165,0.026068777477871074,8,12.937897093346395,0.0960366298811233,8,12.796347874138362,0.16481511859289966,8
36	50,lattice,2,1.0,network,records,2.0,0.8987587276223951,0.06325741529212628,8,2.0,0.0,8,14.873379855457703,0.15477879381040027,8,16.63100284421571,1.3459739755084912,8,27.68337404119764,1.865177054092611,8,36.25929152978615,2.318994418194724,8,1.7087099446937906,0.053055954803145115,8,0.10124127237760493,0.06325741529212622,8,0.0,0.0,8,0.5611255735926479,0.00845176087387989,8,53.40365,2.67073230011118,8,0.12228928903796814,0.009931625764903912,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.8255435953512709,0.11624117980266516,8,14.973022067153373,0.16454480028836743,8,14.771502509044465,0.18858641976050497,8	36	50,lattice,2,1.0,network,records,2.0,0.8987587276223951,0.06325741529212628,8,2.0,0.0,8,14.873379855457703,0.15477879381040027,8,16.63100284421571,1.3459739755084912,8,27.68337404119764,1.865177054092611,8,36.25929152978615,2.318994418194724,8,1.7087099446937906,0.053055954803145115,8,0.10124127237760493,0.06325741529212622,8,0.0,0.0,8,0.5611255735926479,0.00845176087387989,8,53.40365,2.67073230011118,8,0.12228928903796814,0.009931625764903912,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.8255435953512709,0.11624117980266516,8,14.973022067153373,0.16454480028836743,8,14.771502509044465,0.18858641976050497,8
37	−50,lattice,2,1.0,none,central,0.5,0.07453980999053904,0.023008094620832614,8,8.0,0.0,8,14.868709848302426,0.12202559064723033,8,218.28150374586144,73.89529188874188,8,398.4839521884051,133.84507046065204,8,2.7449889073662272,0.8556600290042035,8,2.6349094364503745,0.2565504157984489,8,0.925460190009461,0.02300809462083265,8,0.0,0.0,8,0.5998706753719585,0.007339803929384996,8,2.7534199999999998,1.1311014754022481,8,0.2554459995160931,0.05464639907885179,8,679.525,55.00370766723694,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,14.914446796882535,0.07029130013211263,8,14.823758061929977,0.19099241785405494,8	37	+50,lattice,2,1.0,none,central,0.5,0.0342345915933119,0.008377589151760272,8,8.0,0.0,8,47.474839393209706,0.4881023625889213,8,1473.6239786644198,415.9209091320799,8,1855.1594796852148,521.5628159380387,8,0.572962615966858,0.1415351304255472,8,2.6020984100028217,0.17750099590444585,8,0.9657654084066881,0.008377589151760241,8,0.0,0.0,8,0.27267367287255373,0.006082993303640118,8,-0.27316000000000007,0.41765709297734394,8,0.36714783522531014,0.08369861869750801,8,855.025,55.00370766723694,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,47.65778718753014,0.2811652005284505,8,47.29503224771991,0.7639696714162197,8
38	−50,lattice,2,1.0,none,central,2.0,0.9782435472731877,0.025991268271521532,8,8.0,0.0,8,14.868709848302426,0.12202559064723033,8,15.208922574190233,0.42753858063221345,8,27.78313845627691,0.5489384273003446,8,36.00535624539206,0.711766752763812,8,1.6115396340585273,0.04362543935819283,8,0.02175645272681219,0.025991268271521522,8,0.0,0.0,8,0.5998706753719585,0.007339803929384996,8,46.86092,1.2528484478864255,8,0.10238746261351199,0.003179135289680979,8,81.3875,2.7787137312073007,8,0.9840541801294629,0.012495876544998143,8,0.972687119422194,0.044015924793867525,8,14.914446796882535,0.07029130013211263,8,14.823758061929977,0.19099241785405494,8	38	+50,lattice,2,1.0,none,central,2.0,0.9716049462369184,0.02641936778442673,8,8.0,0.0,8,47.474839393209706,0.4881023625889213,8,48.89581008410337,1.4890579262429509,8,61.560841301843524,1.7604009981370308,8,16.25564933821735,0.46199901030272994,8,1.6271760168123715,0.05072663123474304,8,0.02839505376308162,0.02641936778442673,8,0.0,0.0,8,0.27267367287255373,0.006082993303640118,8,45.49184,1.7922949267509376,8,0.10704379159566163,0.013930539153280462,8,81.3875,2.7787137312073007,8,0.9799506447759275,0.011886756612713257,8,0.9633786087838961,0.04527100042200436,8,47.65778718753014,0.2811652005284505,8,47.29503224771991,0.7639696714162197,8
39	−50,lattice,2,1.0,none,federated,0.5,0.8435935652016926,0.1280683373655998,8,6.465869360067418,0.20137752210870868,8,14.868709848302426,0.12202559064723033,8,18.001384794854385,2.858122908945569,8,32.83197936701024,4.746764637076179,8,30.999150216660368,4.293481020730198,8,2.1233118405328324,0.26374725084976075,8,0.1564064347983074,0.1280683373655998,8,0.0,0.0,8,0.5998706753719585,0.007339803929384996,8,40.14842,5.151173306477995,8,0.10549468735421025,0.007376957612342994,8,97.3875,31.607376512453545,8,0.9840541801294629,0.012495876544998143,8,0.7099013404555747,0.2458382405779608,8,14.914446796882535,0.07029130013211263,8,14.823758061929977,0.19099241785405494,8	39	+50,lattice,2,1.0,none,federated,0.5,0.06741589758980342,0.021396749488935884,8,6.465869360067418,0.20137752210870868,8,39.10473968810837,0.9838582274510672,8,637.6254934361923,215.44397566107543,8,836.8872544554732,278.57740004664504,8,1.3160354894609527,0.4338148909365561,8,2.5094718270636713,0.16866384975569942,8,0.9325841024101966,0.021396749488935853,8,0.0,0.0,8,0.3171763975051289,0.010519951523100557,8,1.61141,1.0453936960645156,8,0.3472003470419908,0.06393148184381794,8,404.3841676966563,54.69963355854443,8,0.13630371369079475,0.04187163261823825,8,0.0008802816901408451,0.002489812609811787,8,39.30173166733784,0.928686218351478,8,38.91283603307606,1.171060505777578,8
40	−50,lattice,2,1.0,none,federated,2.0,0.9782435472731877,0.025991268271521532,8,6.465869360067418,0.20137752210870868,8,14.868709848302426,0.12202559064723033,8,15.208922574190233,0.42753858063221345,8,27.78313845627691,0.5489384273003446,8,36.00535624539206,0.711766752763812,8,1.6115396340585273,0.04362543935819283,8,0.02175645272681219,0.025991268271521522,8,0.0,0.0,8,0.5998706753719585,0.007339803929384996,8,46.86092,1.2528484478864255,8,0.10238746261351199,0.003179135289680979,8,50.2125,4.792833191338919,8,0.9840541801294629,0.012495876544998143,8,0.972687119422194,0.044015924793867525,8,14.914446796882535,0.07029130013211263,8,14.823758061929977,0.19099241785405494,8	40	+50,lattice,2,1.0,none,federated,2.0,0.974519454008939,0.024521448324621595,8,6.465869360067418,0.20137752210870868,8,39.10473968810837,0.9838582274510672,8,40.15009783510141,1.4566945067350539,8,52.77403458853988,1.4307111356689337,8,18.96074192395759,0.5072383225205311,8,1.61890795534456,0.04274147576816206,8,0.025480545991060893,0.024521448324621584,8,0.0,0.0,8,0.3171763975051289,0.010519951523100557,8,45.89891,1.5012921605070733,8,0.1044260148238506,0.006924607278972895,8,50.2125,4.792833191338919,8,0.9831072104324932,0.011349281116402352,8,0.9660381832519813,0.04331257418510863,8,39.30173166733784,0.928686218351478,8,38.91283603307606,1.171060505777578,8
41	50,lattice,2,1.0,none,none,2.0,0.16230696945203638,0.03372350023012002,8,4.0,0.0,8,14.0,0.0,8,89.1969694849485,16.311475378272757,8,89.1969694849485,16.311475378272757,8,11.593354960859742,2.4088214450085728,8,2.600257824528716,0.06571723946565508,8,0.7453879419387003,0.034663952532625796,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,9.10287,1.848271454861851,8,0.297695248781816,0.06165464491855298,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.07610885879157614,0.036215375400800436,8,14.0,0.0,8,14.0,0.0,8	41	50,lattice,2,1.0,none,none,2.0,0.16230696945203638,0.03372350023012002,8,4.0,0.0,8,14.0,0.0,8,89.1969694849485,16.311475378272757,8,89.1969694849485,16.311475378272757,8,11.593354960859742,2.4088214450085728,8,2.600257824528716,0.06571723946565508,8,0.7453879419387003,0.034663952532625796,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,9.10287,1.848271454861851,8,0.297695248781816,0.06165464491855298,8,0.0,0.0,8,0.2508736005980477,0.04573292850023104,8,0.07610885879157614,0.036215375400800436,8,14.0,0.0,8,14.0,0.0,8
42	50,lattice,2,1.0,none,norms,2.0,0.16888755178458129,0.03573257948053432,8,4.0,0.0,8,12.907194979718508,0.09630205775287892,8,79.11665400482455,14.635748661886657,8,140.61846030417595,25.305032878168365,8,7.343622531914287,1.4853094280084689,8,2.601689339246643,0.06157430935897809,8,0.7873265967404053,0.037155679447160375,8,0.043785851475013446,0.0060955676232130555,8,0.4378819700052361,0.005410845563909102,8,9.13639,1.952506285835867,8,0.29697386574884965,0.06109050874053296,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.07963046729427989,0.03795826081672087,8,12.937897093346395,0.0960366298811233,8,12.87702230346864,0.1588670086797268,8	42	50,lattice,2,1.0,none,norms,2.0,0.16888755178458129,0.03573257948053432,8,4.0,0.0,8,12.907194979718508,0.09630205775287892,8,79.11665400482455,14.635748661886657,8,140.61846030417595,25.305032878168365,8,7.343622531914287,1.4853094280084689,8,2.601689339246643,0.06157430935897809,8,0.7873265967404053,0.037155679447160375,8,0.043785851475013446,0.0060955676232130555,8,0.4378819700052361,0.005410845563909102,8,9.13639,1.952506285835867,8,0.29697386574884965,0.06109050874053296,8,0.0,0.0,8,0.26051339544377006,0.04554219862640405,8,0.07963046729427989,0.03795826081672087,8,12.937897093346395,0.0960366298811233,8,12.87702230346864,0.1588670086797268,8
43	50,lattice,2,1.0,none,records,2.0,0.9696240939671001,0.021309663488251647,8,2.0,0.0,8,14.91514156492606,0.1255147297996993,8,15.389887496340638,0.40998139426292346,8,25.66990052859315,0.6542380763956714,8,38.977984268329394,0.9803448608731182,8,1.6397229197432157,0.044577541041375415,8,0.030375906032899854,0.02130966348825166,8,0.0,0.0,8,0.5611930906914914,0.009021140550269119,8,57.46278,2.4938524100676056,8,0.09247311088150292,0.008380208431954214,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.9689183360861708,0.03854728831436937,8,14.973022067153373,0.16454480028836743,8,14.857191168004448,0.17390881624409055,8	43	50,lattice,2,1.0,none,records,2.0,0.9696240939671001,0.021309663488251647,8,2.0,0.0,8,14.91514156492606,0.1255147297996993,8,15.389887496340638,0.40998139426292346,8,25.66990052859315,0.6542380763956714,8,38.977984268329394,0.9803448608731182,8,1.6397229197432157,0.044577541041375415,8,0.030375906032899854,0.02130966348825166,8,0.0,0.0,8,0.5611930906914914,0.009021140550269119,8,57.46278,2.4938524100676056,8,0.09247311088150292,0.008380208431954214,8,0.0,0.0,8,0.971033375783242,0.020921549490941813,8,0.9689183360861708,0.03854728831436937,8,14.973022067153373,0.16454480028836743,8,14.857191168004448,0.17390881624409055,8
44	−50,lattice,8,0.0,distribution,central,0.5,0.07453980999053904,0.023008094620832614,8,8.0,0.0,8,16.0,0.0,8,234.6955408593038,79.03996539130206,8,414.8979893018475,138.9964452572353,8,2.633694134980002,0.8139626834026512,8,2.6243162161113913,0.2641537869184266,8,0.925460190009461,0.02300809462083265,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,2.71662,1.1292471725382864,8,0.2554459995160931,0.05464639907885179,8,679.525,55.00370766723694,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	44	+50,lattice,8,0.0,distribution,central,0.5,0.0342345915933119,0.008377589151760272,8,8.0,0.0,8,52.0,0.0,8,1613.5929839790133,453.31947492206416,8,1995.1284849998085,559.0570133240009,8,0.5324897143887806,0.1309265842432873,8,2.587262551416963,0.16298170346952182,8,0.9657654084066881,0.008377589151760241,8,0.0,0.0,8,0.25346507363546356,0.004883931422099531,8,-0.42036000000000007,0.41511968174422736,8,0.36714783522531014,0.08369861869750801,8,855.025,55.00370766723694,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
45	−50,lattice,8,0.0,distribution,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.29946833919069,0.4209476331527883,8,35.343185033474356,0.5249757476804473,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,47.91162,1.6494444708446543,8,0.1029482691604418,0.0064463434089008865,8,81.3875,2.7787137312073007,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	45	+50,lattice,8,0.0,distribution,central,2.0,0.9933613989637305,0.018776799241352615,8,8.0,0.0,8,52.0,0.0,8,52.364569083447336,1.031157084466291,8,64.7548527582915,1.5864509902340667,8,15.450605318193318,0.36143202019989484,8,1.0445814195402057,0.0252052355770797,8,0.00663860103626943,0.018776799241352622,8,0.0,0.0,8,0.25346507363546356,0.004883931422099531,8,46.432140000000004,2.2475381722866725,8,0.10760459814259143,0.014816871398846453,8,81.3875,2.7787137312073007,8,0.9958964646464646,0.011606550701294347,8,0.9906914893617021,0.0263284439803502,8,52.0,0.0,8,52.0,0.0,8
46	−50,lattice,8,0.0,distribution,federated,0.5,0.8607630416339926,0.1190799414559957,8,6.465869360067418,0.20137752210870868,8,16.0,0.0,8,18.91880257976719,2.74626832262518,8,33.408960376766075,4.417647362408879,8,30.376505294979573,3.8588546160576525,8,1.918560424969667,0.3950367361568271,8,0.13923695836600736,0.1190799414559957,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,40.96662,4.752448425162397,8,0.10857232842563593,0.008275614523071444,8,97.3875,31.607376512453545,8,1.0,0.0,8,0.7283341522652522,0.2307583914568814,8,16.0,0.0,8,16.0,0.0,8	46	+50,lattice,8,0.0,distribution,federated,0.5,0.06741589758980342,0.021396749488935884,8,6.465869360067418,0.20137752210870868,8,42.79521616040451,1.2082651326522533,8,698.0633058466034,236.80909475968565,8,897.3250668658843,300.0257338670366,8,1.2284995171755753,0.40631958951541286,8,2.4732075223741017,0.1337138862175331,8,0.9325841024101966,0.021396749488935853,8,0.0,0.0,8,0.2959557947115404,0.00995067944340632,8,1.49142,1.0498682163830986,8,0.3472003470419908,0.06393148184381794,8,404.3841676966563,54.69963355854443,8,0.13630371369079475,0.04187163261823825,8,0.0008802816901408451,0.002489812609811787,8,42.8444889134479,1.0976265444647302,8,42.74635848971649,1.416252361118571,8
47	−50,lattice,8,0.0,distribution,federated,2.0,1.0,0.0,8,6.465869360067418,0.20137752210870868,8,16.0,0.0,8,16.0,0.0,8,28.29946833919069,0.4209476331527883,8,35.343185033474356,0.5249757476804473,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,47.91162,1.6494444708446543,8,0.1029482691604418,0.0064463434089008865,8,50.2125,4.792833191338919,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	47	+50,lattice,8,0.0,distribution,federated,2.0,0.9962759067357513,0.010533326403685615,8,6.465869360067418,0.20137752210870868,8,42.79521616040451,1.2082651326522533,8,42.950484497461865,0.9059423321904265,8,55.299673708004335,0.9141212732775309,8,18.087597790652982,0.2979042065103424,8,1.0158396405162464,0.013343716196714858,8,0.0037240932642487044,0.010533326403685617,8,0.0,0.0,8,0.2959557947115404,0.00995067944340632,8,46.86642,1.9382983296253915,8,0.1049868213707804,0.008762734912691094,8,50.2125,4.792833191338919,8,0.9990530303030303,0.002678434777221761,8,0.9933510638297872,0.018806031414535847,8,42.8444889134479,1.0976265444647302,8,42.74635848971649,1.416252361118571,8
48	50,lattice,8,0.0,distribution,none,2.0,0.9076949113907367,0.012187607256957231,8,4.0,0.0,8,14.0,0.0,8,15.42609429004201,0.2051133454349072,8,15.42609429004201,0.2051133454349072,8,64.83535081362405,0.870543375496944,8,1.03122271061033,0.015938454459285482,8,0.0,0.0,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,53.61537,0.9619912381543378,8,0.1031458943355054,0.010001902570285683,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.9043200843091344,0.013011840606968405,8,14.0,0.0,8,14.0,0.0,8	48	50,lattice,8,0.0,distribution,none,2.0,0.9076949113907367,0.012187607256957231,8,4.0,0.0,8,14.0,0.0,8,15.42609429004201,0.2051133454349072,8,15.42609429004201,0.2051133454349072,8,64.83535081362405,0.870543375496944,8,1.03122271061033,0.015938454459285482,8,0.0,0.0,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,53.61537,0.9619912381543378,8,0.1031458943355054,0.010001902570285683,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.9043200843091344,0.013011840606968405,8,14.0,0.0,8,14.0,0.0,8
49	50,lattice,8,0.0,distribution,norms,2.0,0.9562141485249865,0.006095567623213068,8,4.0,0.0,8,14.0,0.0,8,14.641590982044775,0.09308180164058454,8,25.15828075732033,0.21948435887801832,8,39.75098528855823,0.3460051761003421,8,1.0308131956304527,0.016004004122241473,8,0.0,0.0,8,0.043785851475013446,0.0060955676232130555,8,0.4179864273505079,0.0058182505437119215,8,56.117869999999996,1.204547597114489,8,0.10225053217502467,0.010049088217263915,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.956431164320143,0.009320703928624104,8,14.0,0.0,8,14.0,0.0,8	49	50,lattice,8,0.0,distribution,norms,2.0,0.9562141485249865,0.006095567623213068,8,4.0,0.0,8,14.0,0.0,8,14.641590982044775,0.09308180164058454,8,25.15828075732033,0.21948435887801832,8,39.75098528855823,0.3460051761003421,8,1.0308131956304527,0.016004004122241473,8,0.0,0.0,8,0.043785851475013446,0.0060955676232130555,8,0.4179864273505079,0.0058182505437119215,8,56.117869999999996,1.204547597114489,8,0.10225053217502467,0.010049088217263915,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.956431164320143,0.009320703928624104,8,14.0,0.0,8,14.0,0.0,8
50	50,lattice,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.96583945002969,0.4475471795333709,8,38.5219810554273,0.652651196990032,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5377362273348725,0.007831814363880396,8,59.26422,2.5642729895235417,8,0.09560550571192958,0.009616019345657865,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	50	50,lattice,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.96583945002969,0.4475471795333709,8,38.5219810554273,0.652651196990032,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5377362273348725,0.007831814363880396,8,59.26422,2.5642729895235417,8,0.09560550571192958,0.009616019345657865,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
51	−50,lattice,8,0.0,network,central,0.5,0.07586686122444125,0.024730934138430635,8,8.0,0.0,8,16.0,0.0,8,232.158883766494,79.99687406010422,8,412.36133220903764,140.0459037333032,8,2.660335665972613,0.8489759379033782,8,2.6243162161113913,0.2641537869184266,8,0.9241331387755587,0.0247309341384306,8,0.0,0.0,8,0.578427117020696,0.004574731404937013,8,2.7239,1.1368537441804654,8,0.2554459995160931,0.05464639907885179,8,664.7,45.50321809655727,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	51	+50,lattice,8,0.0,network,central,0.5,0.03481931495366203,0.009091112098359468,8,8.0,0.0,8,52.0,0.0,8,1595.510856779239,461.40653374567603,8,1977.0463578000342,567.487807231175,8,0.5398650362453389,0.13999678380178587,8,2.587262551416963,0.16298170346952182,8,0.965180685046338,0.009091112098359415,8,0.0,0.0,8,0.2554268445754282,0.003565904459434442,8,-0.3967000000000001,0.43850370358429464,8,0.36714783522531014,0.08369861869750801,8,840.2,45.50321809655727,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
52	−50,lattice,8,0.0,network,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.46775929256272,0.3086264128365905,8,35.13107358160866,0.3812276170780857,8,1.0009003601440576,0.0025466030534929025,8,0.0,0.0,8,0.0,0.0,8,0.578427117020696,0.004574731404937013,8,47.236399999999996,1.1821010501644933,8,0.14143085960804097,0.01832902900791936,8,80.25,1.991410124940185,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	52	+50,lattice,8,0.0,network,central,2.0,0.9918424320298497,0.02057742314582922,8,8.0,0.0,8,52.0,0.0,8,52.448331884880794,1.1375173848468605,8,65.02224763653763,1.3694500303995867,8,15.385102093929756,0.3120821811398368,8,1.0530108490189056,0.021773315703980552,8,0.008157567970150291,0.020577423145829204,8,0.0,0.0,8,0.2554268445754282,0.003565904459434442,8,45.6833,1.3533735249579644,8,0.14588205322933145,0.022825181529220574,8,80.25,1.991410124940185,8,0.9958964646464646,0.011606550701294347,8,0.9879944780341429,0.029104290291665773,8,52.0,0.0,8,52.0,0.0,8
53	−50,lattice,8,0.0,network,federated,0.5,0.8792475802165899,0.1561543216640124,8,6.489818743628307,0.23454328230115587,8,16.0,0.0,8,18.78226210917244,3.7775935473419424,8,33.40650282303699,6.6357341606758435,8,30.882152925852438,5.473153421256655,8,1.9125674704224325,0.3970264588676039,8,0.12075241978341011,0.1561543216640124,8,0.0,0.0,8,0.578427117020696,0.004574731404937013,8,41.4014,7.525826339532422,8,0.14110911630666365,0.0186265950789103,8,94.0375,33.10241413293857,8,1.0,0.0,8,0.760530712797787,0.3086585714541247,8,16.0,0.0,8,16.0,0.0,8	53	+50,lattice,8,0.0,network,federated,0.5,0.06913435576892953,0.023558740664625877,8,6.489818743628307,0.23454328230115587,8,42.938912461769846,1.4072596938069377,8,690.1767916686216,243.21780226757167,8,889.2152961939992,308.35557817632906,8,1.252516927640188,0.44090756115611285,8,2.4775874870408052,0.1256260247269623,8,0.9308656442310704,0.0235587406646259,8,0.0,0.0,8,0.29736375246596086,0.008364988374171104,8,1.5442399999999998,1.1462733727294598,8,0.3510017923282905,0.06678404391825632,8,399.4966676966563,56.53999106682558,8,0.13630371369079475,0.04187163261823825,8,0.002512578636154684,0.004660177993269811,8,42.8444889134479,1.0976265444647302,8,43.05437608367764,1.8336969721667133,8
54	−50,lattice,8,0.0,network,federated,2.0,1.0,0.0,8,6.489818743628307,0.23454328230115587,8,16.0,0.0,8,16.0,0.0,8,28.46775929256272,0.3086264128365905,8,35.13107358160866,0.3812276170780857,8,1.0009003601440576,0.0025466030534929025,8,0.0,0.0,8,0.0,0.0,8,0.578427117020696,0.004574731404937013,8,47.236399999999996,1.1821010501644933,8,0.14143085960804097,0.01832902900791936,8,49.9875,4.750093984032617,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	54	+50,lattice,8,0.0,network,federated,2.0,0.9967791411042946,0.009109964665593545,8,6.489818743628307,0.23454328230115587,8,42.938912461769846,1.4072596938069377,8,43.07344213987712,1.1976041737582417,8,55.581766405937394,1.1893353057035643,8,17.998739685693522,0.38613706195812975,8,1.0199462994976782,0.014465150479677186,8,0.0032208588957055215,0.009109964665593558,8,0.0,0.0,8,0.29736375246596086,0.008364988374171104,8,46.214240000000004,1.1256956271695184,8,0.14259565384704206,0.019241598892784366,8,49.9875,4.750093984032617,8,0.9990530303030303,0.002678434777221761,8,0.9946300715990454,0.015188451147205075,8,42.8444889134479,1.0976265444647302,8,43.05437608367764,1.8336969721667133,8
55	50,lattice,8,0.0,network,none,2.0,0.9108592554987828,0.010477212315135808,8,4.0,0.0,8,14.0,0.0,8,15.371883758350108,0.1769987172862038,8,15.371883758350108,0.1769987172862038,8,65.0613753927702,0.7483723082239875,8,1.0406669175300578,0.010471287976987287,8,0.0,0.0,8,0.08914074450121726,0.010477212315135832,8,0.0,0.0,8,54.277969999999996,1.1262648611608694,8,0.1405854267726595,0.016294141672339023,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.910468630492482,0.007186421927875592,8,14.0,0.0,8,14.0,0.0,8	55	50,lattice,8,0.0,network,none,2.0,0.9108592554987828,0.010477212315135808,8,4.0,0.0,8,14.0,0.0,8,15.371883758350108,0.1769987172862038,8,15.371883758350108,0.1769987172862038,8,65.0613753927702,0.7483723082239875,8,1.0406669175300578,0.010471287976987287,8,0.0,0.0,8,0.08914074450121726,0.010477212315135832,8,0.0,0.0,8,54.277969999999996,1.1262648611608694,8,0.1405854267726595,0.016294141672339023,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.910468630492482,0.007186421927875592,8,14.0,0.0,8,14.0,0.0,8
56	50,lattice,8,0.0,network,norms,2.0,0.9557404409117107,0.005805568835724156,8,4.0,0.0,8,14.0,0.0,8,14.648804506654647,0.08954633472430089,8,25.080065588027136,0.22801106246905334,8,39.87516855531007,0.3601066269065471,8,1.0409814784014944,0.010867201547034749,8,0.0,0.0,8,0.04425955908828928,0.005805568835724153,8,0.4158753075662102,0.0064833794212805235,8,56.58547,1.3329933963184415,8,0.13873649408900535,0.016566877159548424,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.9554706128527855,0.007583582284192274,8,14.0,0.0,8,14.0,0.0,8	56	50,lattice,8,0.0,network,norms,2.0,0.9557404409117107,0.005805568835724156,8,4.0,0.0,8,14.0,0.0,8,14.648804506654647,0.08954633472430089,8,25.080065588027136,0.22801106246905334,8,39.87516855531007,0.3601066269065471,8,1.0409814784014944,0.010867201547034749,8,0.0,0.0,8,0.04425955908828928,0.005805568835724153,8,0.4158753075662102,0.0064833794212805235,8,56.58547,1.3329933963184415,8,0.13873649408900535,0.016566877159548424,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.9554706128527855,0.007583582284192274,8,14.0,0.0,8,14.0,0.0,8
57	50,lattice,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.90566350118141,0.34584404123147255,8,38.60766727989034,0.5196197209004223,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5367079926413159,0.006235436650805072,8,59.5907,2.140946004737157,8,0.13186597554054053,0.015729661602957766,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	57	50,lattice,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.90566350118141,0.34584404123147255,8,38.60766727989034,0.5196197209004223,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5367079926413159,0.006235436650805072,8,59.5907,2.140946004737157,8,0.13186597554054053,0.015729661602957766,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
58	−50,lattice,8,0.0,none,central,0.5,0.07453980999053904,0.023008094620832614,8,8.0,0.0,8,16.0,0.0,8,234.6955408593038,79.03996539130206,8,414.8979893018475,138.9964452572353,8,2.633694134980002,0.8139626834026512,8,2.6243162161113913,0.2641537869184266,8,0.925460190009461,0.02300809462083265,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,2.71662,1.1292471725382864,8,0.2554459995160931,0.05464639907885179,8,679.525,55.00370766723694,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	58	+50,lattice,8,0.0,none,central,0.5,0.0342345915933119,0.008377589151760272,8,8.0,0.0,8,52.0,0.0,8,1613.5929839790133,453.31947492206416,8,1995.1284849998085,559.0570133240009,8,0.5324897143887806,0.1309265842432873,8,2.587262551416963,0.16298170346952182,8,0.9657654084066881,0.008377589151760241,8,0.0,0.0,8,0.25346507363546356,0.004883931422099531,8,-0.42036000000000007,0.41511968174422736,8,0.36714783522531014,0.08369861869750801,8,855.025,55.00370766723694,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
59	−50,lattice,8,0.0,none,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.29946833919069,0.4209476331527883,8,35.343185033474356,0.5249757476804473,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,47.91162,1.6494444708446543,8,0.1029482691604418,0.0064463434089008865,8,81.3875,2.7787137312073007,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	59	+50,lattice,8,0.0,none,central,2.0,0.9933613989637305,0.018776799241352615,8,8.0,0.0,8,52.0,0.0,8,52.364569083447336,1.031157084466291,8,64.7548527582915,1.5864509902340667,8,15.450605318193318,0.36143202019989484,8,1.0445814195402057,0.0252052355770797,8,0.00663860103626943,0.018776799241352622,8,0.0,0.0,8,0.25346507363546356,0.004883931422099531,8,46.432140000000004,2.2475381722866725,8,0.10760459814259143,0.014816871398846453,8,81.3875,2.7787137312073007,8,0.9958964646464646,0.011606550701294347,8,0.9906914893617021,0.0263284439803502,8,52.0,0.0,8,52.0,0.0,8
60	−50,lattice,8,0.0,none,federated,0.5,0.8607630416339926,0.1190799414559957,8,6.465869360067418,0.20137752210870868,8,16.0,0.0,8,18.91880257976719,2.74626832262518,8,33.408960376766075,4.417647362408879,8,30.376505294979573,3.8588546160576525,8,1.918560424969667,0.3950367361568271,8,0.13923695836600736,0.1190799414559957,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,40.96662,4.752448425162397,8,0.10857232842563593,0.008275614523071444,8,97.3875,31.607376512453545,8,1.0,0.0,8,0.7283341522652522,0.2307583914568814,8,16.0,0.0,8,16.0,0.0,8	60	+50,lattice,8,0.0,none,federated,0.5,0.06741589758980342,0.021396749488935884,8,6.465869360067418,0.20137752210870868,8,42.79521616040451,1.2082651326522533,8,698.0633058466034,236.80909475968565,8,897.3250668658843,300.0257338670366,8,1.2284995171755753,0.40631958951541286,8,2.4732075223741017,0.1337138862175331,8,0.9325841024101966,0.021396749488935853,8,0.0,0.0,8,0.2959557947115404,0.00995067944340632,8,1.49142,1.0498682163830986,8,0.3472003470419908,0.06393148184381794,8,404.3841676966563,54.69963355854443,8,0.13630371369079475,0.04187163261823825,8,0.0008802816901408451,0.002489812609811787,8,42.8444889134479,1.0976265444647302,8,42.74635848971649,1.416252361118571,8
61	−50,lattice,8,0.0,none,federated,2.0,1.0,0.0,8,6.465869360067418,0.20137752210870868,8,16.0,0.0,8,16.0,0.0,8,28.29946833919069,0.4209476331527883,8,35.343185033474356,0.5249757476804473,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5758817795983078,0.006299708972165379,8,47.91162,1.6494444708446543,8,0.1029482691604418,0.0064463434089008865,8,50.2125,4.792833191338919,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	61	+50,lattice,8,0.0,none,federated,2.0,0.9962759067357513,0.010533326403685615,8,6.465869360067418,0.20137752210870868,8,42.79521616040451,1.2082651326522533,8,42.950484497461865,0.9059423321904265,8,55.299673708004335,0.9141212732775309,8,18.087597790652982,0.2979042065103424,8,1.0158396405162464,0.013343716196714858,8,0.0037240932642487044,0.010533326403685617,8,0.0,0.0,8,0.2959557947115404,0.00995067944340632,8,46.86642,1.9382983296253915,8,0.1049868213707804,0.008762734912691094,8,50.2125,4.792833191338919,8,0.9990530303030303,0.002678434777221761,8,0.9933510638297872,0.018806031414535847,8,42.8444889134479,1.0976265444647302,8,42.74635848971649,1.416252361118571,8
62	50,lattice,8,0.0,none,none,2.0,0.9076949113907367,0.012187607256957231,8,4.0,0.0,8,14.0,0.0,8,15.42609429004201,0.2051133454349072,8,15.42609429004201,0.2051133454349072,8,64.83535081362405,0.870543375496944,8,1.03122271061033,0.015938454459285482,8,0.0,0.0,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,53.61537,0.9619912381543378,8,0.1031458943355054,0.010001902570285683,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.9043200843091344,0.013011840606968405,8,14.0,0.0,8,14.0,0.0,8	62	50,lattice,8,0.0,none,none,2.0,0.9076949113907367,0.012187607256957231,8,4.0,0.0,8,14.0,0.0,8,15.42609429004201,0.2051133454349072,8,15.42609429004201,0.2051133454349072,8,64.83535081362405,0.870543375496944,8,1.03122271061033,0.015938454459285482,8,0.0,0.0,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,53.61537,0.9619912381543378,8,0.1031458943355054,0.010001902570285683,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.9043200843091344,0.013011840606968405,8,14.0,0.0,8,14.0,0.0,8
63	50,lattice,8,0.0,none,norms,2.0,0.9562141485249865,0.006095567623213068,8,4.0,0.0,8,14.0,0.0,8,14.641590982044775,0.09308180164058454,8,25.15828075732033,0.21948435887801832,8,39.75098528855823,0.3460051761003421,8,1.0308131956304527,0.016004004122241473,8,0.0,0.0,8,0.043785851475013446,0.0060955676232130555,8,0.4179864273505079,0.0058182505437119215,8,56.117869999999996,1.204547597114489,8,0.10225053217502467,0.010049088217263915,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.956431164320143,0.009320703928624104,8,14.0,0.0,8,14.0,0.0,8	63	50,lattice,8,0.0,none,norms,2.0,0.9562141485249865,0.006095567623213068,8,4.0,0.0,8,14.0,0.0,8,14.641590982044775,0.09308180164058454,8,25.15828075732033,0.21948435887801832,8,39.75098528855823,0.3460051761003421,8,1.0308131956304527,0.016004004122241473,8,0.0,0.0,8,0.043785851475013446,0.0060955676232130555,8,0.4179864273505079,0.0058182505437119215,8,56.117869999999996,1.204547597114489,8,0.10225053217502467,0.010049088217263915,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.956431164320143,0.009320703928624104,8,14.0,0.0,8,14.0,0.0,8
64	50,lattice,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.96583945002969,0.4475471795333709,8,38.5219810554273,0.652651196990032,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5377362273348725,0.007831814363880396,8,59.26422,2.5642729895235417,8,0.09560550571192958,0.009616019345657865,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	64	50,lattice,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.96583945002969,0.4475471795333709,8,38.5219810554273,0.652651196990032,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5377362273348725,0.007831814363880396,8,59.26422,2.5642729895235417,8,0.09560550571192958,0.009616019345657865,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
65	−50,lattice,8,1.0,distribution,central,0.5,0.07453980999053904,0.023008094620832614,8,8.0,0.0,8,15.383234700335827,0.08874171688678215,8,225.7788279846303,76.22366986095562,8,405.98127642717395,136.17714784160276,8,2.693703048786669,0.8389138527391109,8,2.6243162161113913,0.2641537869184266,8,0.925460190009461,0.02300809462083265,8,0.0,0.0,8,0.5887175293925987,0.0067077612383565,8,2.73669,1.1308590869903161,8,0.2554459995160931,0.05464639907885179,8,679.525,55.00370766723694,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,14.914446796882535,0.07029130013211263,8,15.833480548521761,0.13553871458876934,8	65	+50,lattice,8,1.0,distribution,central,0.5,0.0342345915933119,0.008377589151760272,8,8.0,0.0,8,49.532938801343306,0.3549668675471286,8,1537.3035818072583,432.53409457608427,8,1918.8390828280533,538.2230635454662,8,0.5538570832909131,0.13682306622165474,8,2.587262551416963,0.16298170346952182,8,0.9657654084066881,0.008377589151760241,8,0.0,0.0,8,0.26358665254918684,0.005385968607687379,8,-0.34008000000000005,0.4172333453322527,8,0.36714783522531014,0.08369861869750801,8,855.025,55.00370766723694,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,47.65778718753014,0.2811652005284505,8,51.333922194087044,0.5421548583550779,8
66	−50,lattice,8,1.0,distribution,central,2.0,1.0,0.0,8,8.0,0.0,8,15.383234700335827,0.08874171688678215,8,15.383234700335827,0.08874171688678215,8,27.682703039526515,0.4212352100143567,8,36.130944990546915,0.5486992487170883,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5887175293925987,0.0067077612383565,8,47.93169,1.649839226903207,8,0.1029482691604418,0.0064463434089008865,8,81.3875,2.7787137312073007,8,1.0,0.0,8,1.0,0.0,8,14.914446796882535,0.07029130013211263,8,15.833480548521761,0.13553871458876934,8	66	+50,lattice,8,1.0,distribution,central,2.0,0.9933613989637305,0.018776799241352615,8,8.0,0.0,8,49.532938801343306,0.3549668675471286,8,49.88130642891006,1.1050986715704236,8,62.27159010375423,1.621393316865869,8,16.067779640452045,0.3991386310302706,8,1.0445814195402057,0.0252052355770797,8,0.00663860103626943,0.018776799241352622,8,0.0,0.0,8,0.26358665254918684,0.005385968607687379,8,46.51242,2.2500843809955207,8,0.10760459814259143,0.014816871398846453,8,81.3875,2.7787137312073007,8,0.9958964646464646,0.011606550701294347,8,0.9906914893617021,0.0263284439803502,8,47.65778718753014,0.2811652005284505,8,51.333922194087044,0.5421548583550779,8
67	−50,lattice,8,1.0,distribution,federated,0.5,0.8607630416339926,0.1190799414559957,8,6.465869360067418,0.20137752210870868,8,15.383234700335827,0.08874171688678215,8,18.186738425487086,2.6252652221862207,8,32.67689622248597,4.292354353086598,8,31.049396242240096,3.9046510931481317,8,1.918560424969667,0.3950367361568271,8,0.13923695836600736,0.1190799414559957,8,0.0,0.0,8,0.5887175293925987,0.0067077612383565,8,40.98669,4.750970546295928,8,0.10857232842563593,0.008275614523071444,8,97.3875,31.607376512453545,8,1.0,0.0,8,0.7283341522652522,0.2307583914568814,8,14.914446796882535,0.07029130013211263,8,15.833480548521761,0.13553871458876934,8	67	+50,lattice,8,1.0,distribution,federated,0.5,0.06741589758980342,0.021396749488935884,8,6.465869360067418,0.20137752210870868,8,40.75461357458901,1.132989636015751,8,664.9522241442938,225.90426005796263,8,864.2139851635748,289.0626094948811,8,1.2759971995445714,0.42352709845174236,8,2.4732075223741017,0.1337138862175331,8,0.9325841024101966,0.021396749488935853,8,0.0,0.0,8,0.30733738622207046,0.010566690274629665,8,1.5577299999999998,1.0500647306850046,8,0.3472003470419908,0.06393148184381794,8,404.3841676966563,54.69963355854443,8,0.13630371369079475,0.04187163261823825,8,0.0008802816901408451,0.002489812609811787,8,39.30173166733784,0.928686218351478,8,42.14906648039838,1.392955802877183,8
68	−50,lattice,8,1.0,distribution,federated,2.0,1.0,0.0,8,6.465869360067418,0.20137752210870868,8,15.383234700335827,0.08874171688678215,8,15.383234700335827,0.08874171688678215,8,27.682703039526515,0.4212352100143567,8,36.130944990546915,0.5486992487170883,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5887175293925987,0.0067077612383565,8,47.93169,1.649839226903207,8,0.1029482691604418,0.0064463434089008865,8,50.2125,4.792833191338919,8,1.0,0.0,8,1.0,0.0,8,14.914446796882535,0.07029130013211263,8,15.833480548521761,0.13553871458876934,8	68	+50,lattice,8,1.0,distribution,federated,2.0,0.9962759067357513,0.010533326403685615,8,6.465869360067418,0.20137752210870868,8,40.75461357458901,1.132989636015751,8,40.90216523241257,0.8230118557066025,8,53.25135444295504,0.7566088763491279,8,18.7821734975425,0.2661287648365075,8,1.0158396405162464,0.013343716196714858,8,0.0037240932642487044,0.010533326403685617,8,0.0,0.0,8,0.30733738622207046,0.010566690274629665,8,46.93273,1.9371631530373765,8,0.1049868213707804,0.008762734912691094,8,50.2125,4.792833191338919,8,0.9990530303030303,0.002678434777221761,8,0.9933510638297872,0.018806031414535847,8,39.30173166733784,0.928686218351478,8,42.14906648039838,1.392955802877183,8
69	50,lattice,8,1.0,distribution,none,2.0,0.9076949113907367,0.012187607256957231,8,4.0,0.0,8,14.0,0.0,8,15.42609429004201,0.2051133454349072,8,15.42609429004201,0.2051133454349072,8,64.83535081362405,0.870543375496944,8,1.03122271061033,0.015938454459285482,8,0.0,0.0,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,53.61537,0.9619912381543378,8,0.1031458943355054,0.010001902570285683,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.9043200843091344,0.013011840606968405,8,14.0,0.0,8,14.0,0.0,8	69	50,lattice,8,1.0,distribution,none,2.0,0.9076949113907367,0.012187607256957231,8,4.0,0.0,8,14.0,0.0,8,15.42609429004201,0.2051133454349072,8,15.42609429004201,0.2051133454349072,8,64.83535081362405,0.870543375496944,8,1.03122271061033,0.015938454459285482,8,0.0,0.0,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,53.61537,0.9619912381543378,8,0.1031458943355054,0.010001902570285683,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.9043200843091344,0.013011840606968405,8,14.0,0.0,8,14.0,0.0,8
70	50,lattice,8,1.0,distribution,norms,2.0,0.9562141485249865,0.006095567623213068,8,4.0,0.0,8,13.398083166432794,0.11854031244696434,8,14.011637398082442,0.09404643531884148,8,24.528327173357997,0.2207934351459963,8,40.77206944914687,0.36574984553181306,8,1.0308131956304527,0.016004004122241473,8,0.0,0.0,8,0.043785851475013446,0.0060955676232130555,8,0.4287214124837069,0.005882350624169211,8,56.14184,1.2050540570684551,8,0.10225053217502467,0.010049088217263915,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.956431164320143,0.009320703928624104,8,12.937897093346395,0.0960366298811233,8,13.849979349750384,0.1637757290147197,8	70	50,lattice,8,1.0,distribution,norms,2.0,0.9562141485249865,0.006095567623213068,8,4.0,0.0,8,13.398083166432794,0.11854031244696434,8,14.011637398082442,0.09404643531884148,8,24.528327173357997,0.2207934351459963,8,40.77206944914687,0.36574984553181306,8,1.0308131956304527,0.016004004122241473,8,0.0,0.0,8,0.043785851475013446,0.0060955676232130555,8,0.4287214124837069,0.005882350624169211,8,56.14184,1.2050540570684551,8,0.10225053217502467,0.010049088217263915,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.956431164320143,0.009320703928624104,8,12.937897093346395,0.0960366298811233,8,13.849979349750384,0.1637757290147197,8
71	50,lattice,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.419608335246501,0.13562208449365337,8,15.419608335246501,0.13562208449365337,8,25.38544778527619,0.39480221393285,8,39.40088204418202,0.6051356370402508,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5500401377465208,0.009646621710655367,8,59.28745,2.562653941277062,8,0.09560550571192958,0.009616019345657865,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.973022067153373,0.16454480028836743,8,15.886546155643167,0.130670348502341,8	71	50,lattice,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.419608335246501,0.13562208449365337,8,15.419608335246501,0.13562208449365337,8,25.38544778527619,0.39480221393285,8,39.40088204418202,0.6051356370402508,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5500401377465208,0.009646621710655367,8,59.28745,2.562653941277062,8,0.09560550571192958,0.009616019345657865,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.973022067153373,0.16454480028836743,8,15.886546155643167,0.130670348502341,8
72	−50,lattice,8,1.0,network,central,0.5,0.07586686122444125,0.024730934138430635,8,8.0,0.0,8,14.888305036711479,0.1161175616955103,8,216.13500444404352,74.36561285995013,8,396.3374528865872,134.38185382382227,8,2.7698437992070857,0.8923365333336708,8,2.6243162161113913,0.2641537869184266,8,0.9241331387755587,0.0247309341384306,8,0.0,0.0,8,0.6019376679491191,0.006519060527781504,8,2.75953,1.138115845622555,8,0.2554459995160931,0.05464639907885179,8,664.7,45.50321809655727,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,14.914446796882535,0.07029130013211263,8,14.859159592692329,0.2133673573648992,8	72	+50,lattice,8,1.0,network,central,0.5,0.03481931495366203,0.009091112098359468,8,8.0,0.0,8,47.553220146845916,0.4644702467820412,8,1459.253814669256,421.18488922420397,8,1840.789315690051,527.0798384461923,8,0.5800225507687886,0.15155948199359556,8,2.587262551416963,0.16298170346952182,8,0.965180685046338,0.009091112098359415,8,0.0,0.0,8,0.27437513140252184,0.0054158803573504805,8,-0.25417999999999996,0.439528232800319,8,0.36714783522531014,0.08369861869750801,8,840.2,45.50321809655727,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,47.65778718753014,0.2811652005284505,8,47.436638370769316,0.8534694294595968,8
73	−50,lattice,8,1.0,network,central,2.0,1.0,0.0,8,8.0,0.0,8,14.888305036711479,0.1161175616955103,8,14.888305036711479,0.1161175616955103,8,27.3560643292742,0.244324418721977,8,36.557517001057924,0.32644432136964613,8,1.0009003601440576,0.0025466030534929025,8,0.0,0.0,8,0.0,0.0,8,0.6019376679491191,0.006519060527781504,8,47.27203,1.180429228616196,8,0.14143085960804097,0.01832902900791936,8,80.25,1.991410124940185,8,1.0,0.0,8,1.0,0.0,8,14.914446796882535,0.07029130013211263,8,14.859159592692329,0.2133673573648992,8	73	+50,lattice,8,1.0,network,central,2.0,0.9918424320298497,0.02057742314582922,8,8.0,0.0,8,47.553220146845916,0.4644702467820412,8,47.96551356839123,1.250211295275046,8,60.539429320048065,1.405925914120527,8,16.525649865719792,0.3686287563152027,8,1.0530108490189056,0.021773315703980552,8,0.008157567970150291,0.020577423145829204,8,0.0,0.0,8,0.27437513140252184,0.0054158803573504805,8,45.82582,1.3499806280091617,8,0.14588205322933145,0.022825181529220574,8,80.25,1.991410124940185,8,0.9958964646464646,0.011606550701294347,8,0.9879944780341429,0.029104290291665773,8,47.65778718753014,0.2811652005284505,8,47.436638370769316,0.8534694294595968,8
74	−50,lattice,8,1.0,network,federated,0.5,0.8792475802165899,0.1561543216640124,8,6.489818743628307,0.23454328230115587,8,14.888305036711479,0.1161175616955103,8,17.479176312482345,3.532486928002573,8,32.1034170263469,6.3850411199530654,8,32.13714012201241,5.696814781675866,8,1.9125674704224325,0.3970264588676039,8,0.12075241978341011,0.1561543216640124,8,0.0,0.0,8,0.6019376679491191,0.006519060527781504,8,41.43703,7.525706134371328,8,0.14110911630666365,0.0186265950789103,8,94.0375,33.10241413293857,8,1.0,0.0,8,0.760530712797787,0.3086585714541247,8,14.914446796882535,0.07029130013211263,8,14.859159592692329,0.2133673573648992,8	74	+50,lattice,8,1.0,network,federated,0.5,0.06913435576892953,0.023558740664625877,8,6.489818743628307,0.23454328230115587,8,39.307931297932996,1.2405785572503238,8,631.9508333271599,221.79659215622638,8,830.9893378525373,286.87448616105945,8,1.3408893566343483,0.47590191981834534,8,2.4775874870408052,0.1256260247269623,8,0.9308656442310704,0.0235587406646259,8,0.0,0.0,8,0.31820811451690295,0.009314875185892406,8,1.6605699999999999,1.1465420647195759,8,0.3510017923282905,0.06678404391825632,8,399.4966676966563,56.53999106682558,8,0.13630371369079475,0.04187163261823825,8,0.002512578636154684,0.004660177993269811,8,39.30173166733784,0.928686218351478,8,39.32210237603556,1.6397807862340434,8
75	−50,lattice,8,1.0,network,federated,2.0,1.0,0.0,8,6.489818743628307,0.23454328230115587,8,14.888305036711479,0.1161175616955103,8,14.888305036711479,0.1161175616955103,8,27.3560643292742,0.244324418721977,8,36.557517001057924,0.32644432136964613,8,1.0009003601440576,0.0025466030534929025,8,0.0,0.0,8,0.0,0.0,8,0.6019376679491191,0.006519060527781504,8,47.27203,1.180429228616196,8,0.14143085960804097,0.01832902900791936,8,49.9875,4.750093984032617,8,1.0,0.0,8,1.0,0.0,8,14.914446796882535,0.07029130013211263,8,14.859159592692329,0.2133673573648992,8	75	+50,lattice,8,1.0,network,federated,2.0,0.9967791411042946,0.009109964665593545,8,6.489818743628307,0.23454328230115587,8,39.307931297932996,1.2405785572503238,8,39.431857291968015,1.0702515318542918,8,51.940181558028286,0.9819364529602375,8,19.25896655500751,0.36576368147451765,8,1.0199462994976782,0.014465150479677186,8,0.0032208588957055215,0.009109964665593558,8,0.0,0.0,8,0.31820811451690295,0.009314875185892406,8,46.33057,1.1196370166391287,8,0.14259565384704206,0.019241598892784366,8,49.9875,4.750093984032617,8,0.9990530303030303,0.002678434777221761,8,0.9946300715990454,0.015188451147205075,8,39.30173166733784,0.928686218351478,8,39.32210237603556,1.6397807862340434,8
76	50,lattice,8,1.0,network,none,2.0,0.9108592554987828,0.010477212315135808,8,4.0,0.0,8,14.0,0.0,8,15.371883758350108,0.1769987172862038,8,15.371883758350108,0.1769987172862038,8,65.0613753927702,0.7483723082239875,8,1.0406669175300578,0.010471287976987287,8,0.0,0.0,8,0.08914074450121726,0.010477212315135832,8,0.0,0.0,8,54.277969999999996,1.1262648611608694,8,0.1405854267726595,0.016294141672339023,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.910468630492482,0.007186421927875592,8,14.0,0.0,8,14.0,0.0,8	76	50,lattice,8,1.0,network,none,2.0,0.9108592554987828,0.010477212315135808,8,4.0,0.0,8,14.0,0.0,8,15.371883758350108,0.1769987172862038,8,15.371883758350108,0.1769987172862038,8,65.0613753927702,0.7483723082239875,8,1.0406669175300578,0.010471287976987287,8,0.0,0.0,8,0.08914074450121726,0.010477212315135832,8,0.0,0.0,8,54.277969999999996,1.1262648611608694,8,0.1405854267726595,0.016294141672339023,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.910468630492482,0.007186421927875592,8,14.0,0.0,8,14.0,0.0,8
77	50,lattice,8,1.0,network,norms,2.0,0.9557404409117107,0.005805568835724156,8,4.0,0.0,8,12.866313671003441,0.09900606915086413,8,13.462355839848811,0.10295334449520728,8,23.8936169212213,0.2068930540816842,8,41.85491625785776,0.3609144345572613,8,1.0409814784014944,0.010867201547034749,8,0.0,0.0,8,0.04425955908828928,0.005805568835724153,8,0.4365279343252023,0.007073627071543793,8,56.63097,1.3332150027444416,8,0.13873649408900535,0.016566877159548424,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.9554706128527855,0.007583582284192274,8,12.937897093346395,0.0960366298811233,8,12.796347874138362,0.16481511859289966,8	77	50,lattice,8,1.0,network,norms,2.0,0.9557404409117107,0.005805568835724156,8,4.0,0.0,8,12.866313671003441,0.09900606915086413,8,13.462355839848811,0.10295334449520728,8,23.8936169212213,0.2068930540816842,8,41.85491625785776,0.3609144345572613,8,1.0409814784014944,0.010867201547034749,8,0.0,0.0,8,0.04425955908828928,0.005805568835724153,8,0.4365279343252023,0.007073627071543793,8,56.63097,1.3332150027444416,8,0.13873649408900535,0.016566877159548424,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.9554706128527855,0.007583582284192274,8,12.937897093346395,0.0960366298811233,8,12.796347874138362,0.16481511859289966,8
78	50,lattice,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.873379855457703,0.15477879381040027,8,14.873379855457703,0.15477879381040027,8,24.779043356639114,0.3021593442123759,8,40.361980251503034,0.49649683555814467,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5611255735926479,0.00845176087387989,8,59.63615,2.1395680582771828,8,0.13186597554054053,0.015729661602957766,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.973022067153373,0.16454480028836743,8,14.771502509044465,0.18858641976050497,8	78	50,lattice,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.873379855457703,0.15477879381040027,8,14.873379855457703,0.15477879381040027,8,24.779043356639114,0.3021593442123759,8,40.361980251503034,0.49649683555814467,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5611255735926479,0.00845176087387989,8,59.63615,2.1395680582771828,8,0.13186597554054053,0.015729661602957766,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.973022067153373,0.16454480028836743,8,14.771502509044465,0.18858641976050497,8
79	−50,lattice,8,1.0,none,central,0.5,0.07453980999053904,0.023008094620832614,8,8.0,0.0,8,14.868709848302426,0.12202559064723033,8,218.28150374586144,73.89529188874188,8,398.4839521884051,133.84507046065204,8,2.7449889073662272,0.8556600290042035,8,2.6243162161113913,0.2641537869184266,8,0.925460190009461,0.02300809462083265,8,0.0,0.0,8,0.5998706753719585,0.007339803929384996,8,2.7534199999999998,1.1311014754022481,8,0.2554459995160931,0.05464639907885179,8,679.525,55.00370766723694,8,0.1521717952956612,0.046893007469150316,8,0.0,0.0,8,14.914446796882535,0.07029130013211263,8,14.823758061929977,0.19099241785405494,8	79	+50,lattice,8,1.0,none,central,0.5,0.0342345915933119,0.008377589151760272,8,8.0,0.0,8,47.474839393209706,0.4881023625889213,8,1473.6239786644198,415.9209091320799,8,1855.1594796852148,521.5628159380387,8,0.572962615966858,0.1415351304255472,8,2.587262551416963,0.16298170346952182,8,0.9657654084066881,0.008377589151760241,8,0.0,0.0,8,0.27267367287255373,0.006082993303640118,8,-0.27316000000000007,0.41765709297734394,8,0.36714783522531014,0.08369861869750801,8,855.025,55.00370766723694,8,0.06989801215000822,0.017188828609392283,8,0.0,0.0,8,47.65778718753014,0.2811652005284505,8,47.29503224771991,0.7639696714162197,8
80	−50,lattice,8,1.0,none,central,2.0,1.0,0.0,8,8.0,0.0,8,14.868709848302426,0.12202559064723033,8,14.868709848302426,0.12202559064723033,8,27.168178187493115,0.40872136697118894,8,36.815026716156325,0.5514886822604035,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5998706753719585,0.007339803929384996,8,47.94842,1.6497247317398998,8,0.1029482691604418,0.0064463434089008865,8,81.3875,2.7787137312073007,8,1.0,0.0,8,1.0,0.0,8,14.914446796882535,0.07029130013211263,8,14.823758061929977,0.19099241785405494,8	80	+50,lattice,8,1.0,none,central,2.0,0.9933613989637305,0.018776799241352615,8,8.0,0.0,8,47.474839393209706,0.4881023625889213,8,47.8096210465627,1.160354364844572,8,60.19990472140687,1.6338331051268602,8,16.621523168950453,0.4296322413610155,8,1.0445814195402057,0.0252052355770797,8,0.00663860103626943,0.018776799241352622,8,0.0,0.0,8,0.27267367287255373,0.006082993303640118,8,46.57934,2.2508785627965695,8,0.10760459814259143,0.014816871398846453,8,81.3875,2.7787137312073007,8,0.9958964646464646,0.011606550701294347,8,0.9906914893617021,0.0263284439803502,8,47.65778718753014,0.2811652005284505,8,47.29503224771991,0.7639696714162197,8
81	−50,lattice,8,1.0,none,federated,0.5,0.8607630416339926,0.1190799414559957,8,6.465869360067418,0.20137752210870868,8,14.868709848302426,0.12202559064723033,8,17.579805854973156,2.5567283310472364,8,32.069963651972046,4.221059665692033,8,31.637083498576597,3.9709601060500503,8,1.918560424969667,0.3950367361568271,8,0.13923695836600736,0.1190799414559957,8,0.0,0.0,8,0.5998706753719585,0.007339803929384996,8,41.00342,4.750607291007271,8,0.10857232842563593,0.008275614523071444,8,97.3875,31.607376512453545,8,1.0,0.0,8,0.7283341522652522,0.2307583914568814,8,14.914446796882535,0.07029130013211263,8,14.823758061929977,0.19099241785405494,8	81	+50,lattice,8,1.0,none,federated,0.5,0.06741589758980342,0.021396749488935884,8,6.465869360067418,0.20137752210870868,8,39.10473968810837,0.9838582274510672,8,637.6254934361923,215.44397566107543,8,836.8872544554732,278.57740004664504,8,1.3160354894609527,0.4338148909365561,8,2.4732075223741017,0.1337138862175331,8,0.9325841024101966,0.021396749488935853,8,0.0,0.0,8,0.3171763975051289,0.010519951523100557,8,1.61141,1.0453936960645156,8,0.3472003470419908,0.06393148184381794,8,404.3841676966563,54.69963355854443,8,0.13630371369079475,0.04187163261823825,8,0.0008802816901408451,0.002489812609811787,8,39.30173166733784,0.928686218351478,8,38.91283603307606,1.171060505777578,8
82	−50,lattice,8,1.0,none,federated,2.0,1.0,0.0,8,6.465869360067418,0.20137752210870868,8,14.868709848302426,0.12202559064723033,8,14.868709848302426,0.12202559064723033,8,27.168178187493115,0.40872136697118894,8,36.815026716156325,0.5514886822604035,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5998706753719585,0.007339803929384996,8,47.94842,1.6497247317398998,8,0.1029482691604418,0.0064463434089008865,8,50.2125,4.792833191338919,8,1.0,0.0,8,1.0,0.0,8,14.914446796882535,0.07029130013211263,8,14.823758061929977,0.19099241785405494,8	82	+50,lattice,8,1.0,none,federated,2.0,0.9962759067357513,0.010533326403685615,8,6.465869360067418,0.20137752210870868,8,39.10473968810837,0.9838582274510672,8,39.24697121269728,0.6806247810087336,8,51.59616042323975,0.5921999880024099,8,19.383514700504946,0.22181328839282524,8,1.0158396405162464,0.013343716196714858,8,0.0037240932642487044,0.010533326403685617,8,0.0,0.0,8,0.3171763975051289,0.010519951523100557,8,46.98641,1.9387628108962378,8,0.1049868213707804,0.008762734912691094,8,50.2125,4.792833191338919,8,0.9990530303030303,0.002678434777221761,8,0.9933510638297872,0.018806031414535847,8,39.30173166733784,0.928686218351478,8,38.91283603307606,1.171060505777578,8
83	50,lattice,8,1.0,none,none,2.0,0.9076949113907367,0.012187607256957231,8,4.0,0.0,8,14.0,0.0,8,15.42609429004201,0.2051133454349072,8,15.42609429004201,0.2051133454349072,8,64.83535081362405,0.870543375496944,8,1.03122271061033,0.015938454459285482,8,0.0,0.0,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,53.61537,0.9619912381543378,8,0.1031458943355054,0.010001902570285683,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.9043200843091344,0.013011840606968405,8,14.0,0.0,8,14.0,0.0,8	83	50,lattice,8,1.0,none,none,2.0,0.9076949113907367,0.012187607256957231,8,4.0,0.0,8,14.0,0.0,8,15.42609429004201,0.2051133454349072,8,15.42609429004201,0.2051133454349072,8,64.83535081362405,0.870543375496944,8,1.03122271061033,0.015938454459285482,8,0.0,0.0,8,0.09230508860926336,0.012187607256957235,8,0.0,0.0,8,53.61537,0.9619912381543378,8,0.1031458943355054,0.010001902570285683,8,0.0,0.0,8,0.9112891442478708,0.01588029016680051,8,0.9043200843091344,0.013011840606968405,8,14.0,0.0,8,14.0,0.0,8
84	50,lattice,8,1.0,none,norms,2.0,0.9562141485249865,0.006095567623213068,8,4.0,0.0,8,12.907194979718508,0.09630205775287892,8,13.498499412306057,0.10564381581736527,8,24.015189187581612,0.2589810638382913,8,41.644535374179476,0.4474552910753821,8,1.0308131956304527,0.016004004122241473,8,0.0,0.0,8,0.043785851475013446,0.0060955676232130555,8,0.4378819700052361,0.005410845563909102,8,56.16139,1.2068048944926575,8,0.10225053217502467,0.010049088217263915,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.956431164320143,0.009320703928624104,8,12.937897093346395,0.0960366298811233,8,12.87702230346864,0.1588670086797268,8	84	50,lattice,8,1.0,none,norms,2.0,0.9562141485249865,0.006095567623213068,8,4.0,0.0,8,12.907194979718508,0.09630205775287892,8,13.498499412306057,0.10564381581736527,8,24.015189187581612,0.2589810638382913,8,41.644535374179476,0.4474552910753821,8,1.0308131956304527,0.016004004122241473,8,0.0,0.0,8,0.043785851475013446,0.0060955676232130555,8,0.4378819700052361,0.005410845563909102,8,56.16139,1.2068048944926575,8,0.10225053217502467,0.010049088217263915,8,0.0,0.0,8,0.9559322767611537,0.010138450440265455,8,0.956431164320143,0.009320703928624104,8,12.937897093346395,0.0960366298811233,8,12.87702230346864,0.1588670086797268,8
85	50,lattice,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.91514156492606,0.1255147297996993,8,14.91514156492606,0.1255147297996993,8,24.88098101495575,0.42584921075594595,8,40.201538618384305,0.6809560124755661,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5611930906914914,0.009021140550269119,8,59.30778,2.564758203651954,8,0.09560550571192958,0.009616019345657865,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.973022067153373,0.16454480028836743,8,14.857191168004448,0.17390881624409055,8	85	50,lattice,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.91514156492606,0.1255147297996993,8,14.91514156492606,0.1255147297996993,8,24.88098101495575,0.42584921075594595,8,40.201538618384305,0.6809560124755661,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5611930906914914,0.009021140550269119,8,59.30778,2.564758203651954,8,0.09560550571192958,0.009616019345657865,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.973022067153373,0.16454480028836743,8,14.857191168004448,0.17390881624409055,8
86	−50,random,2,0.0,distribution,central,0.5,0.06685844452527442,0.0269658990646364,8,8.0,0.0,8,16.0,0.0,8,274.78114023544,117.43676293755662,8,486.9769489254979,215.3151583530657,8,2.3645795888487418,0.9392747854895113,8,2.6114364521898845,0.22043261889639523,8,0.9331415554747255,0.02696589906463638,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,2.3483199999999997,1.2736901102365072,8,0.3293473312498706,0.06921797252474471,8,688.7,70.5693174930052,8,0.1360062887463795,0.05932231562414746,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	86	+50,random,2,0.0,distribution,central,0.5,0.029979352575646274,0.007342952164625783,8,8.0,0.0,8,52.0,0.0,8,1817.0349615691687,394.000695500889,8,2245.672781431413,486.7105544574262,8,0.4661640121567086,0.11270261960706802,8,2.6511887424051745,0.08370748755729894,8,0.9700206474243538,0.007342952164625775,8,0.0,0.0,8,0.2532699556062481,0.005377570238666711,8,-0.63296,0.3534452201645155,8,0.4273614114551205,0.049446945299223034,8,864.2,70.5693174930052,8,0.060759218363873865,0.016882748948712042,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
87	−50,random,2,0.0,distribution,central,2.0,0.7630536279480463,0.11773638366394636,8,8.0,0.0,8,16.0,0.0,8,21.42632115457797,3.407160416233651,8,37.85574634710246,5.939409690531109,8,26.96891297938162,4.044766590977092,8,1.7774944279841502,0.0605004880456927,8,0.2369463720519537,0.11773638366394633,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,36.34582,5.486009180222516,8,0.1946205293930926,0.03941558057110033,8,81.5125,3.035710084030704,8,0.8192961167361396,0.08906942251820894,8,0.7080023161187083,0.15859917132334211,8,16.0,0.0,8,16.0,0.0,8	87	+50,random,2,0.0,distribution,central,2.0,0.7541671482669943,0.11774594600146959,8,8.0,0.0,8,52.0,0.0,8,70.44110843482099,10.966395306607561,8,87.05404231342328,13.409561802355144,8,11.728340072507613,1.7986949080859043,8,1.7871130333603067,0.05991077137194814,8,0.24583285173300568,0.11774594600146956,8,0.0,0.0,8,0.2532699556062481,0.005377570238666711,8,34.72204,5.364521236334675,8,0.19975786244060487,0.03946337775499132,8,81.5125,3.035710084030704,8,0.8133010153463013,0.09018179435336782,8,0.6965305669718165,0.15761237329021105,8,52.0,0.0,8,52.0,0.0,8
88	−50,random,2,0.0,distribution,federated,0.5,0.12272161920601678,0.04633185715374787,8,7.446641410161939,0.16416688123994114,8,16.0,0.0,8,146.47309505378976,51.56745281658621,8,258.32796101005476,89.1363410914615,8,4.329959021911197,1.603650209220836,8,2.458727544848858,0.29008970282575314,8,0.8772783807939832,0.0463318571537479,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,5.04832,2.167555432753023,8,0.31055169601274735,0.05306936606619204,8,460.64375,98.47368552598925,8,0.2306978396171357,0.09262290390249373,8,0.01781631113557114,0.016039765410809616,8,16.0,0.0,8,16.0,0.0,8	88	+50,random,2,0.0,distribution,federated,0.5,0.03586546914272889,0.009041239633554885,8,7.446641410161939,0.16416688123994114,8,48.67984846097163,0.9850012874396463,8,1424.5578123806922,314.9344763195104,8,1782.2870066477403,385.7717684453671,8,0.5888405453982344,0.14960102359740896,8,2.6028967584476623,0.11370570816959413,8,0.9641345308572711,0.009041239633554916,8,0.0,0.0,8,0.2671273753391204,0.00726474843489455,8,-0.23978,0.44498830905991227,8,0.40784312225924535,0.052272539502685886,8,692.8473326785324,85.85849221645172,8,0.0726698485926843,0.020725701798200068,8,0.0,0.0,8,48.663506835558344,0.8855706110290775,8,48.699121891859086,1.1106917575216502,8
89	−50,random,2,0.0,distribution,federated,2.0,0.7630536279480463,0.11773638366394636,8,7.446641410161939,0.16416688123994114,8,16.0,0.0,8,21.42632115457797,3.407160416233651,8,37.85574634710246,5.939409690531109,8,26.96891297938162,4.044766590977092,8,1.7774944279841502,0.0605004880456927,8,0.2369463720519537,0.11773638366394633,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,36.34582,5.486009180222516,8,0.1946205293930926,0.03941558057110033,8,70.2625,4.446808646980115,8,0.8192961167361396,0.08906942251820894,8,0.7080023161187083,0.15859917132334211,8,16.0,0.0,8,16.0,0.0,8	89	+50,random,2,0.0,distribution,federated,2.0,0.7546083247375825,0.11759607949355796,8,7.446641410161939,0.16416688123994114,8,48.67984846097163,0.9850012874396463,8,65.78891920052499,9.43324115199689,8,82.39182446414588,11.846394799291508,8,12.360787229620087,1.7841271786922643,8,1.78374838289435,0.057911609018701564,8,0.24539167526241742,0.11759607949355794,8,0.0,0.0,8,0.2671273753391204,0.00726474843489455,8,34.85272,5.342590641872963,8,0.1995143546235033,0.03956154704308695,8,70.2625,4.446808646980115,8,0.8133010153463013,0.09018179435336782,8,0.6973620525593995,0.15740070564059372,8,48.663506835558344,0.8855706110290775,8,48.699121891859086,1.1106917575216502,8
90	50,random,2,0.0,distribution,none,2.0,0.10917773449594083,0.032312206919518915,8,4.0,0.0,8,14.0,0.0,8,139.2029461611703,44.799811224591416,8,139.2029461611703,44.799811224591416,8,7.798409606852917,2.3080147799656365,8,2.6055341725501755,0.08121617305243804,8,0.7715207290475037,0.036393711749762116,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,6.0515799999999995,1.8039907530963515,8,0.3298948669068649,0.029381917667367,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.03326506579434074,0.025645210275013153,8,14.0,0.0,8,14.0,0.0,8	90	50,random,2,0.0,distribution,none,2.0,0.10917773449594083,0.032312206919518915,8,4.0,0.0,8,14.0,0.0,8,139.2029461611703,44.799811224591416,8,139.2029461611703,44.799811224591416,8,7.798409606852917,2.3080147799656365,8,2.6055341725501755,0.08121617305243804,8,0.7715207290475037,0.036393711749762116,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,6.0515799999999995,1.8039907530963515,8,0.3298948669068649,0.029381917667367,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.03326506579434074,0.025645210275013153,8,14.0,0.0,8,14.0,0.0,8
91	50,random,2,0.0,distribution,norms,2.0,0.11875523648269684,0.03475546356339709,8,4.0,0.0,8,14.0,0.0,8,127.7572627842919,40.57719163990809,8,216.6344884701804,65.40560953647265,8,4.969718900487015,1.4028482606435824,8,2.6035748091675677,0.07563278765913632,8,0.8371600867408624,0.03289382155580139,8,0.04408467677644078,0.0033687368465502633,8,0.41226345642223133,0.011442319212567675,8,6.23658,1.9481656742690032,8,0.3298851138506686,0.02018722808529298,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.03622085288710857,0.026742834712237956,8,14.0,0.0,8,14.0,0.0,8	91	50,random,2,0.0,distribution,norms,2.0,0.11875523648269684,0.03475546356339709,8,4.0,0.0,8,14.0,0.0,8,127.7572627842919,40.57719163990809,8,216.6344884701804,65.40560953647265,8,4.969718900487015,1.4028482606435824,8,2.6035748091675677,0.07563278765913632,8,0.8371600867408624,0.03289382155580139,8,0.04408467677644078,0.0033687368465502633,8,0.41226345642223133,0.011442319212567675,8,6.23658,1.9481656742690032,8,0.3298851138506686,0.02018722808529298,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.03622085288710857,0.026742834712237956,8,14.0,0.0,8,14.0,0.0,8
92	50,random,2,0.0,distribution,records,2.0,0.8677100182287307,0.04583408994153918,8,2.0,0.0,8,16.0,0.0,8,18.48720459251935,1.0375651306554141,8,30.157711410739186,1.5842830946301654,8,33.23379990218112,1.629157078775441,8,1.7572472150359526,0.035821360153625005,8,0.13228998177126927,0.04583408994153917,8,0.0,0.0,8,0.540304257335593,0.0033661550335366964,8,50.47648,2.3230806596660143,8,0.16879940670757287,0.021547015257844103,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.836113960077236,0.07359747978439078,8,16.0,0.0,8,16.0,0.0,8	92	50,random,2,0.0,distribution,records,2.0,0.8677100182287307,0.04583408994153918,8,2.0,0.0,8,16.0,0.0,8,18.48720459251935,1.0375651306554141,8,30.157711410739186,1.5842830946301654,8,33.23379990218112,1.629157078775441,8,1.7572472150359526,0.035821360153625005,8,0.13228998177126927,0.04583408994153917,8,0.0,0.0,8,0.540304257335593,0.0033661550335366964,8,50.47648,2.3230806596660143,8,0.16879940670757287,0.021547015257844103,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.836113960077236,0.07359747978439078,8,16.0,0.0,8,16.0,0.0,8
93	−50,random,2,0.0,network,central,0.5,0.06718919007500135,0.027514161408185762,8,8.0,0.0,8,16.0,0.0,8,277.56114253636684,130.23742643370196,8,489.7569512264247,228.2029157957729,8,2.3713793825654434,0.9503730218792387,8,2.6114364521898845,0.22043261889639523,8,0.9328108099249987,0.02751416140818576,8,0.0,0.0,8,0.5755618448311933,0.005103844121450165,8,2.34832,1.2816427116121605,8,0.3293473312498706,0.06921797252474471,8,688.3125,60.296302599271016,8,0.1360062887463795,0.05932231562414746,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	93	+50,random,2,0.0,network,central,0.5,0.030023000679071828,0.007530184355050149,8,8.0,0.0,8,52.0,0.0,8,1821.6854050799063,421.9417800830451,8,2250.323224942151,515.7038196155446,8,0.46674107587914904,0.11508630490746181,8,2.6511887424051745,0.08370748755729894,8,0.9699769993209282,0.00753018435505018,8,0.0,0.0,8,0.2532051905375673,0.003969233304989265,8,-0.6329600000000001,0.3654351563351757,8,0.4273614114551205,0.049446945299223034,8,863.8125,60.296302599271016,8,0.060759218363873865,0.016882748948712042,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
94	−50,random,2,0.0,network,central,2.0,0.7140212883583434,0.06348939739539441,8,8.0,0.0,8,16.0,0.0,8,22.56408487013382,2.0129117086191934,8,39.85806459817595,3.3487609152473508,8,25.24267210914202,2.1002305820685625,8,1.796813848732088,0.07638410922372603,8,0.2859787116416566,0.06348939739539444,8,0.0,0.0,8,0.5755618448311933,0.005103844121450165,8,33.96082,2.7239416367148146,8,0.20324197313517017,0.023207500225703562,8,81.5125,2.233790820236178,8,0.8192961167361396,0.08906942251820894,8,0.6104366976022,0.0920434063363791,8,16.0,0.0,8,16.0,0.0,8	94	+50,random,2,0.0,network,central,2.0,0.708330960380154,0.056495373395330215,8,8.0,0.0,8,52.0,0.0,8,73.82618271508352,5.967519760706056,8,91.2367567386893,7.134771491888028,8,11.018055818632364,0.8455720114818476,8,1.8070643394837442,0.07631858920418519,8,0.29166903961984597,0.05649537339533023,8,0.0,0.0,8,0.2532051905375673,0.003969233304989265,8,32.50954,2.3469409504532237,8,0.2078374094479658,0.023979113940999993,8,81.5125,2.233790820236178,8,0.8133010153463013,0.09018179435336782,8,0.6050432965869715,0.08177377791676135,8,52.0,0.0,8,52.0,0.0,8
95	−50,random,2,0.0,network,federated,0.5,0.1319232566860899,0.048789590670074046,8,7.39746671657297,0.17277188382829056,8,16.0,0.0,8,136.27370952184117,49.86212163863788,8,240.26291301605994,86.38872570133397,8,4.653587790002334,1.6768506512509511,8,2.4305440818029527,0.2611589648113851,8,0.86807674331391,0.048789590670074066,8,0.0,0.0,8,0.5755618448311933,0.005103844121450165,8,5.49082,2.2438237224370874,8,0.323082217563493,0.05975856769697201,8,449.43125,96.29904664080831,8,0.2306978396171357,0.09262290390249373,8,0.035728003370581685,0.021628873172888547,8,16.0,0.0,8,16.0,0.0,8	95	+50,random,2,0.0,network,federated,0.5,0.03588507427591474,0.00918447025695079,8,7.39746671657297,0.17277188382829056,8,48.38480029943782,1.0366313029697458,8,1417.8453163064512,319.41598788190595,8,1775.5745105734995,390.8022359971047,8,0.5922404998195546,0.15399326728508148,8,2.6028967584476623,0.11370570816959413,8,0.9641149257240853,0.00918447025695078,8,0.0,0.0,8,0.2683790332427232,0.00729801711419411,8,-0.23042000000000007,0.4534156213831695,8,0.40784312225924535,0.052272539502685886,8,681.6348326785323,84.31117454471857,8,0.0726698485926843,0.020725701798200068,8,0.0,0.0,8,48.663506835558344,0.8855706110290775,8,48.115392852474095,1.2787501466776556,8
96	−50,random,2,0.0,network,federated,2.0,0.7140212883583434,0.06348939739539441,8,7.39746671657297,0.17277188382829056,8,16.0,0.0,8,22.56408487013382,2.0129117086191934,8,39.85806459817595,3.3487609152473508,8,25.24267210914202,2.1002305820685625,8,1.796813848732088,0.07638410922372603,8,0.2859787116416566,0.06348939739539444,8,0.0,0.0,8,0.5755618448311933,0.005103844121450165,8,33.96082,2.7239416367148146,8,0.20324197313517017,0.023207500225703562,8,69.35,4.675467891024383,8,0.8192961167361396,0.08906942251820894,8,0.6104366976022,0.0920434063363791,8,16.0,0.0,8,16.0,0.0,8	96	+50,random,2,0.0,network,federated,2.0,0.708330960380154,0.056495373395330215,8,7.39746671657297,0.17277188382829056,8,48.38480029943782,1.0366313029697458,8,68.66805303052641,5.290193037197518,8,86.07862705413218,6.3603873668820965,8,11.674131614115524,0.8823416195917694,8,1.8039582829731755,0.07532113727824667,8,0.29166903961984597,0.05649537339533023,8,0.0,0.0,8,0.2683790332427232,0.00729801711419411,8,32.62708,2.333496496063977,8,0.2078374094479658,0.023979113940999993,8,69.35,4.675467891024383,8,0.8133010153463013,0.09018179435336782,8,0.6050432965869715,0.08177377791676135,8,48.663506835558344,0.8855706110290775,8,48.115392852474095,1.2787501466776556,8
97	50,random,2,0.0,network,none,2.0,0.10731554508079716,0.030398483977224146,8,4.0,0.0,8,14.0,0.0,8,141.24791361136548,45.122620769054876,8,141.24791361136548,45.122620769054876,8,7.665396077199797,2.1713202840874395,8,2.5698824419311586,0.07999703876664668,8,0.7749171579751485,0.03197503485808456,8,0.11776729694405438,0.007103803756503722,8,0.0,0.0,8,5.91279,1.7131147470532813,8,0.30732908423634914,0.03664387056699407,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.028096405921645327,0.01361768385487781,8,14.0,0.0,8,14.0,0.0,8	97	50,random,2,0.0,network,none,2.0,0.10731554508079716,0.030398483977224146,8,4.0,0.0,8,14.0,0.0,8,141.24791361136548,45.122620769054876,8,141.24791361136548,45.122620769054876,8,7.665396077199797,2.1713202840874395,8,2.5698824419311586,0.07999703876664668,8,0.7749171579751485,0.03197503485808456,8,0.11776729694405438,0.007103803756503722,8,0.0,0.0,8,5.91279,1.7131147470532813,8,0.30732908423634914,0.03664387056699407,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.028096405921645327,0.01361768385487781,8,14.0,0.0,8,14.0,0.0,8
98	50,random,2,0.0,network,norms,2.0,0.11688478134288242,0.033509213614243326,8,4.0,0.0,8,14.0,0.0,8,129.90589054864714,41.81082635161993,8,220.88868121726006,68.15247063264775,8,4.882224567264124,1.358007821846156,8,2.5689891604652235,0.07985928147522593,8,0.8422664271511666,0.03478132739281153,8,0.04084879150595096,0.006445491802512159,8,0.4136764038204779,0.007355484781894378,8,6.0902899999999995,1.8921583049145607,8,0.30721897623173267,0.036120511543230774,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.0307824323328567,0.014351940781630716,8,14.0,0.0,8,14.0,0.0,8	98	50,random,2,0.0,network,norms,2.0,0.11688478134288242,0.033509213614243326,8,4.0,0.0,8,14.0,0.0,8,129.90589054864714,41.81082635161993,8,220.88868121726006,68.15247063264775,8,4.882224567264124,1.358007821846156,8,2.5689891604652235,0.07985928147522593,8,0.8422664271511666,0.03478132739281153,8,0.04084879150595096,0.006445491802512159,8,0.4136764038204779,0.007355484781894378,8,6.0902899999999995,1.8921583049145607,8,0.30721897623173267,0.036120511543230774,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.0307824323328567,0.014351940781630716,8,14.0,0.0,8,14.0,0.0,8
99	50,random,2,0.0,network,records,2.0,0.7927895845010363,0.04582151420057347,8,2.0,0.0,8,16.0,0.0,8,20.240494698657074,1.1594156824776982,8,32.80047720186001,1.827457277815286,8,30.571406134931888,1.725299213041416,8,1.795646135047721,0.07222433637918535,8,0.20721041549896366,0.04582151420057347,8,0.0,0.0,8,0.537179038249689,0.00700819915081504,8,46.8873,3.0097211026747526,8,0.1761651938669828,0.02444216072480994,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.6872987738803318,0.09465736559924118,8,16.0,0.0,8,16.0,0.0,8	99	50,random,2,0.0,network,records,2.0,0.7927895845010363,0.04582151420057347,8,2.0,0.0,8,16.0,0.0,8,20.240494698657074,1.1594156824776982,8,32.80047720186001,1.827457277815286,8,30.571406134931888,1.725299213041416,8,1.795646135047721,0.07222433637918535,8,0.20721041549896366,0.04582151420057347,8,0.0,0.0,8,0.537179038249689,0.00700819915081504,8,46.8873,3.0097211026747526,8,0.1761651938669828,0.02444216072480994,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.6872987738803318,0.09465736559924118,8,16.0,0.0,8,16.0,0.0,8
100	−50,random,2,0.0,none,central,0.5,0.06685844452527442,0.0269658990646364,8,8.0,0.0,8,16.0,0.0,8,274.78114023544,117.43676293755662,8,486.9769489254979,215.3151583530657,8,2.3645795888487418,0.9392747854895113,8,2.6114364521898845,0.22043261889639523,8,0.9331415554747255,0.02696589906463638,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,2.3483199999999997,1.2736901102365072,8,0.3293473312498706,0.06921797252474471,8,688.7,70.5693174930052,8,0.1360062887463795,0.05932231562414746,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	100	+50,random,2,0.0,none,central,0.5,0.029979352575646274,0.007342952164625783,8,8.0,0.0,8,52.0,0.0,8,1817.0349615691687,394.000695500889,8,2245.672781431413,486.7105544574262,8,0.4661640121567086,0.11270261960706802,8,2.6511887424051745,0.08370748755729894,8,0.9700206474243538,0.007342952164625775,8,0.0,0.0,8,0.2532699556062481,0.005377570238666711,8,-0.63296,0.3534452201645155,8,0.4273614114551205,0.049446945299223034,8,864.2,70.5693174930052,8,0.060759218363873865,0.016882748948712042,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
101	−50,random,2,0.0,none,central,2.0,0.7630536279480463,0.11773638366394636,8,8.0,0.0,8,16.0,0.0,8,21.42632115457797,3.407160416233651,8,37.85574634710246,5.939409690531109,8,26.96891297938162,4.044766590977092,8,1.7774944279841502,0.0605004880456927,8,0.2369463720519537,0.11773638366394633,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,36.34582,5.486009180222516,8,0.1946205293930926,0.03941558057110033,8,81.5125,3.035710084030704,8,0.8192961167361396,0.08906942251820894,8,0.7080023161187083,0.15859917132334211,8,16.0,0.0,8,16.0,0.0,8	101	+50,random,2,0.0,none,central,2.0,0.7541671482669943,0.11774594600146959,8,8.0,0.0,8,52.0,0.0,8,70.44110843482099,10.966395306607561,8,87.05404231342328,13.409561802355144,8,11.728340072507613,1.7986949080859043,8,1.7871130333603067,0.05991077137194814,8,0.24583285173300568,0.11774594600146956,8,0.0,0.0,8,0.2532699556062481,0.005377570238666711,8,34.72204,5.364521236334675,8,0.19975786244060487,0.03946337775499132,8,81.5125,3.035710084030704,8,0.8133010153463013,0.09018179435336782,8,0.6965305669718165,0.15761237329021105,8,52.0,0.0,8,52.0,0.0,8
102	−50,random,2,0.0,none,federated,0.5,0.12272161920601678,0.04633185715374787,8,7.446641410161939,0.16416688123994114,8,16.0,0.0,8,146.47309505378976,51.56745281658621,8,258.32796101005476,89.1363410914615,8,4.329959021911197,1.603650209220836,8,2.458727544848858,0.29008970282575314,8,0.8772783807939832,0.0463318571537479,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,5.04832,2.167555432753023,8,0.31055169601274735,0.05306936606619204,8,460.64375,98.47368552598925,8,0.2306978396171357,0.09262290390249373,8,0.01781631113557114,0.016039765410809616,8,16.0,0.0,8,16.0,0.0,8	102	+50,random,2,0.0,none,federated,0.5,0.03586546914272889,0.009041239633554885,8,7.446641410161939,0.16416688123994114,8,48.67984846097163,0.9850012874396463,8,1424.5578123806922,314.9344763195104,8,1782.2870066477403,385.7717684453671,8,0.5888405453982344,0.14960102359740896,8,2.6028967584476623,0.11370570816959413,8,0.9641345308572711,0.009041239633554916,8,0.0,0.0,8,0.2671273753391204,0.00726474843489455,8,-0.23978,0.44498830905991227,8,0.40784312225924535,0.052272539502685886,8,692.8473326785324,85.85849221645172,8,0.0726698485926843,0.020725701798200068,8,0.0,0.0,8,48.663506835558344,0.8855706110290775,8,48.699121891859086,1.1106917575216502,8
103	−50,random,2,0.0,none,federated,2.0,0.7630536279480463,0.11773638366394636,8,7.446641410161939,0.16416688123994114,8,16.0,0.0,8,21.42632115457797,3.407160416233651,8,37.85574634710246,5.939409690531109,8,26.96891297938162,4.044766590977092,8,1.7774944279841502,0.0605004880456927,8,0.2369463720519537,0.11773638366394633,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,36.34582,5.486009180222516,8,0.1946205293930926,0.03941558057110033,8,70.2625,4.446808646980115,8,0.8192961167361396,0.08906942251820894,8,0.7080023161187083,0.15859917132334211,8,16.0,0.0,8,16.0,0.0,8	103	+50,random,2,0.0,none,federated,2.0,0.7546083247375825,0.11759607949355796,8,7.446641410161939,0.16416688123994114,8,48.67984846097163,0.9850012874396463,8,65.78891920052499,9.43324115199689,8,82.39182446414588,11.846394799291508,8,12.360787229620087,1.7841271786922643,8,1.78374838289435,0.057911609018701564,8,0.24539167526241742,0.11759607949355794,8,0.0,0.0,8,0.2671273753391204,0.00726474843489455,8,34.85272,5.342590641872963,8,0.1995143546235033,0.03956154704308695,8,70.2625,4.446808646980115,8,0.8133010153463013,0.09018179435336782,8,0.6973620525593995,0.15740070564059372,8,48.663506835558344,0.8855706110290775,8,48.699121891859086,1.1106917575216502,8
104	50,random,2,0.0,none,none,2.0,0.10917773449594083,0.032312206919518915,8,4.0,0.0,8,14.0,0.0,8,139.2029461611703,44.799811224591416,8,139.2029461611703,44.799811224591416,8,7.798409606852917,2.3080147799656365,8,2.6055341725501755,0.08121617305243804,8,0.7715207290475037,0.036393711749762116,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,6.0515799999999995,1.8039907530963515,8,0.3298948669068649,0.029381917667367,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.03326506579434074,0.025645210275013153,8,14.0,0.0,8,14.0,0.0,8	104	50,random,2,0.0,none,none,2.0,0.10917773449594083,0.032312206919518915,8,4.0,0.0,8,14.0,0.0,8,139.2029461611703,44.799811224591416,8,139.2029461611703,44.799811224591416,8,7.798409606852917,2.3080147799656365,8,2.6055341725501755,0.08121617305243804,8,0.7715207290475037,0.036393711749762116,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,6.0515799999999995,1.8039907530963515,8,0.3298948669068649,0.029381917667367,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.03326506579434074,0.025645210275013153,8,14.0,0.0,8,14.0,0.0,8
105	50,random,2,0.0,none,norms,2.0,0.11875523648269684,0.03475546356339709,8,4.0,0.0,8,14.0,0.0,8,127.7572627842919,40.57719163990809,8,216.6344884701804,65.40560953647265,8,4.969718900487015,1.4028482606435824,8,2.6035748091675677,0.07563278765913632,8,0.8371600867408624,0.03289382155580139,8,0.04408467677644078,0.0033687368465502633,8,0.41226345642223133,0.011442319212567675,8,6.23658,1.9481656742690032,8,0.3298851138506686,0.02018722808529298,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.03622085288710857,0.026742834712237956,8,14.0,0.0,8,14.0,0.0,8	105	50,random,2,0.0,none,norms,2.0,0.11875523648269684,0.03475546356339709,8,4.0,0.0,8,14.0,0.0,8,127.7572627842919,40.57719163990809,8,216.6344884701804,65.40560953647265,8,4.969718900487015,1.4028482606435824,8,2.6035748091675677,0.07563278765913632,8,0.8371600867408624,0.03289382155580139,8,0.04408467677644078,0.0033687368465502633,8,0.41226345642223133,0.011442319212567675,8,6.23658,1.9481656742690032,8,0.3298851138506686,0.02018722808529298,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.03622085288710857,0.026742834712237956,8,14.0,0.0,8,14.0,0.0,8
106	50,random,2,0.0,none,records,2.0,0.8677100182287307,0.04583408994153918,8,2.0,0.0,8,16.0,0.0,8,18.48720459251935,1.0375651306554141,8,30.157711410739186,1.5842830946301654,8,33.23379990218112,1.629157078775441,8,1.7572472150359526,0.035821360153625005,8,0.13228998177126927,0.04583408994153917,8,0.0,0.0,8,0.540304257335593,0.0033661550335366964,8,50.47648,2.3230806596660143,8,0.16879940670757287,0.021547015257844103,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.836113960077236,0.07359747978439078,8,16.0,0.0,8,16.0,0.0,8	106	50,random,2,0.0,none,records,2.0,0.8677100182287307,0.04583408994153918,8,2.0,0.0,8,16.0,0.0,8,18.48720459251935,1.0375651306554141,8,30.157711410739186,1.5842830946301654,8,33.23379990218112,1.629157078775441,8,1.7572472150359526,0.035821360153625005,8,0.13228998177126927,0.04583408994153917,8,0.0,0.0,8,0.540304257335593,0.0033661550335366964,8,50.47648,2.3230806596660143,8,0.16879940670757287,0.021547015257844103,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.836113960077236,0.07359747978439078,8,16.0,0.0,8,16.0,0.0,8
107	−50,random,2,1.0,distribution,central,0.5,0.06685844452527442,0.0269658990646364,8,8.0,0.0,8,15.358329192532366,0.17306774510716294,8,263.36550034257834,111.08089374969491,8,475.5613090326362,208.93768796848443,8,2.418103265979771,0.9571770359450659,8,2.6114364521898845,0.22043261889639523,8,0.9331415554747255,0.02696589906463638,8,0.0,0.0,8,0.5890013417227075,0.00831945308026185,8,2.36921,1.2722144749552702,8,0.3293473312498706,0.06921797252474471,8,688.7,70.5693174930052,8,0.1360062887463795,0.05932231562414746,8,0.0,0.0,8,14.973411477377617,0.2366988146827068,8,15.740112846393124,0.23878526635850716,8	107	+50,random,2,1.0,distribution,central,0.5,0.029979352575646274,0.007342952164625783,8,8.0,0.0,8,49.433316770129466,0.6922709804286518,8,1725.6317203209787,366.021416904159,8,2154.269540183223,458.2968982501714,8,0.48520466674258345,0.11559898171052362,8,2.6511887424051745,0.08370748755729894,8,0.9700206474243538,0.007342952164625775,8,0.0,0.0,8,0.2638370630063974,0.006674808010625048,8,-0.5494000000000001,0.34610523651464326,8,0.4273614114551205,0.049446945299223034,8,864.2,70.5693174930052,8,0.060759218363873865,0.016882748948712042,8,0.0,0.0,8,47.89364590951047,0.9467952587308271,8,50.960451385572505,0.9551410654340302,8
108	−50,random,2,1.0,distribution,central,2.0,0.7630536279480463,0.11773638366394636,8,8.0,0.0,8,15.358329192532366,0.17306774510716294,8,20.570905082069405,3.3047327205157444,8,37.0003302745939,5.832612438063794,8,27.597986399244892,4.161487613602636,8,1.7774944279841502,0.0605004880456927,8,0.2369463720519537,0.11773638366394633,8,0.0,0.0,8,0.5890013417227075,0.00831945308026185,8,36.366710000000005,5.486444142377521,8,0.1946205293930926,0.03941558057110033,8,81.5125,3.035710084030704,8,0.8192961167361396,0.08906942251820894,8,0.7080023161187083,0.15859917132334211,8,14.973411477377617,0.2366988146827068,8,15.740112846393124,0.23878526635850716,8	108	+50,random,2,1.0,distribution,central,2.0,0.7541671482669943,0.11774594600146959,8,8.0,0.0,8,49.433316770129466,0.6922709804286518,8,66.98988623565945,10.64287737728539,8,83.60282011426176,13.076443851704138,8,12.221024440225099,1.9080700154221337,8,1.7871130333603067,0.05991077137194814,8,0.24583285173300568,0.11774594600146956,8,0.0,0.0,8,0.2638370630063974,0.006674808010625048,8,34.8056,5.368145477100473,8,0.19975786244060487,0.03946337775499132,8,81.5125,3.035710084030704,8,0.8133010153463013,0.09018179435336782,8,0.6965305669718165,0.15761237329021105,8,47.89364590951047,0.9467952587308271,8,50.960451385572505,0.9551410654340302,8
109	−50,random,2,1.0,distribution,federated,0.5,0.12272161920601678,0.04633185715374787,8,7.446641410161939,0.16416688123994114,8,15.358329192532366,0.17306774510716294,8,140.43195169791565,48.86471485824672,8,252.28681765418062,86.401780389286,8,4.42769913828535,1.6321882981869063,8,2.458727544848858,0.29008970282575314,8,0.8772783807939832,0.0463318571537479,8,0.0,0.0,8,0.5890013417227075,0.00831945308026185,8,5.06921,2.1655262274362514,8,0.31055169601274735,0.05306936606619204,8,460.64375,98.47368552598925,8,0.2306978396171357,0.09262290390249373,8,0.01781631113557114,0.016039765410809616,8,14.973411477377617,0.2366988146827068,8,15.740112846393124,0.23878526635850716,8	109	+50,random,2,1.0,distribution,federated,0.5,0.03586546914272889,0.009041239633554885,8,7.446641410161939,0.16416688123994114,8,46.326622111359505,0.8295259777756786,8,1354.305604855521,291.4571888677896,8,1712.0347991225694,362.02362220569205,8,0.6119543015747959,0.15344669081787332,8,2.6028967584476623,0.11370570816959413,8,0.9641345308572711,0.009041239633554916,8,0.0,0.0,8,0.2778433568200751,0.007625640229674298,8,-0.16319000000000003,0.4364275658440602,8,0.40784312225924535,0.052272539502685886,8,692.8473326785324,85.85849221645172,8,0.0726698485926843,0.020725701798200068,8,0.0,0.0,8,44.8812482803997,1.0840704893723319,8,47.76339914656746,1.1420482527602425,8
110	−50,random,2,1.0,distribution,federated,2.0,0.7630536279480463,0.11773638366394636,8,7.446641410161939,0.16416688123994114,8,15.358329192532366,0.17306774510716294,8,20.570905082069405,3.3047327205157444,8,37.0003302745939,5.832612438063794,8,27.597986399244892,4.161487613602636,8,1.7774944279841502,0.0605004880456927,8,0.2369463720519537,0.11773638366394633,8,0.0,0.0,8,0.5890013417227075,0.00831945308026185,8,36.366710000000005,5.486444142377521,8,0.1946205293930926,0.03941558057110033,8,70.2625,4.446808646980115,8,0.8192961167361396,0.08906942251820894,8,0.7080023161187083,0.15859917132334211,8,14.973411477377617,0.2366988146827068,8,15.740112846393124,0.23878526635850716,8	110	+50,random,2,1.0,distribution,federated,2.0,0.7546083247375825,0.11759607949355796,8,7.446641410161939,0.16416688123994114,8,46.326622111359505,0.8295259777756786,8,62.63322591625305,9.132301545499319,8,79.23613117987394,11.546210130695389,8,12.860388062977687,1.888745868720586,8,1.78374838289435,0.057911609018701564,8,0.24539167526241742,0.11759607949355794,8,0.0,0.0,8,0.2778433568200751,0.007625640229674298,8,34.92931,5.3468299064772955,8,0.1995143546235033,0.03956154704308695,8,70.2625,4.446808646980115,8,0.8133010153463013,0.09018179435336782,8,0.6973620525593995,0.15740070564059372,8,44.8812482803997,1.0840704893723319,8,47.76339914656746,1.1420482527602425,8
111	50,random,2,1.0,distribution,none,2.0,0.10917773449594083,0.032312206919518915,8,4.0,0.0,8,14.0,0.0,8,139.2029461611703,44.799811224591416,8,139.2029461611703,44.799811224591416,8,7.798409606852917,2.3080147799656365,8,2.6055341725501755,0.08121617305243804,8,0.7715207290475037,0.036393711749762116,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,6.0515799999999995,1.8039907530963515,8,0.3298948669068649,0.029381917667367,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.03326506579434074,0.025645210275013153,8,14.0,0.0,8,14.0,0.0,8	111	50,random,2,1.0,distribution,none,2.0,0.10917773449594083,0.032312206919518915,8,4.0,0.0,8,14.0,0.0,8,139.2029461611703,44.799811224591416,8,139.2029461611703,44.799811224591416,8,7.798409606852917,2.3080147799656365,8,2.6055341725501755,0.08121617305243804,8,0.7715207290475037,0.036393711749762116,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,6.0515799999999995,1.8039907530963515,8,0.3298948669068649,0.029381917667367,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.03326506579434074,0.025645210275013153,8,14.0,0.0,8,14.0,0.0,8
112	50,random,2,1.0,distribution,norms,2.0,0.11875523648269684,0.03475546356339709,8,4.0,0.0,8,13.329498365511188,0.1184803472752079,8,121.58097782372903,38.22004921120245,8,210.45820350961753,63.08811517886903,8,5.113376564363127,1.4453846147380995,8,2.6035748091675677,0.07563278765913632,8,0.8371600867408624,0.03289382155580139,8,0.04408467677644078,0.0033687368465502633,8,0.42420172276272694,0.010839910423211096,8,6.26401,1.9473428098528807,8,0.3298851138506686,0.02018722808529298,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.03622085288710857,0.026742834712237956,8,12.800078255060715,0.10659805357163353,8,13.849652526420494,0.20561802342146548,8	112	50,random,2,1.0,distribution,norms,2.0,0.11875523648269684,0.03475546356339709,8,4.0,0.0,8,13.329498365511188,0.1184803472752079,8,121.58097782372903,38.22004921120245,8,210.45820350961753,63.08811517886903,8,5.113376564363127,1.4453846147380995,8,2.6035748091675677,0.07563278765913632,8,0.8371600867408624,0.03289382155580139,8,0.04408467677644078,0.0033687368465502633,8,0.42420172276272694,0.010839910423211096,8,6.26401,1.9473428098528807,8,0.3298851138506686,0.02018722808529298,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.03622085288710857,0.026742834712237956,8,12.800078255060715,0.10659805357163353,8,13.849652526420494,0.20561802342146548,8
113	50,random,2,1.0,distribution,records,2.0,0.8677100182287307,0.04583408994153918,8,2.0,0.0,8,15.362326838628299,0.14038904197949711,8,17.749504090123928,0.9955105937421643,8,29.420010908343762,1.5419330103916644,8,34.06606297608283,1.650235289851701,8,1.7572472150359526,0.035821360153625005,8,0.13228998177126927,0.04583408994153917,8,0.0,0.0,8,0.5538483365443486,0.003955150496846325,8,50.50175,2.322575208562375,8,0.16879940670757287,0.021547015257844103,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.836113960077236,0.07359747978439078,8,14.851985659586097,0.15214458179892393,8,15.892967614909795,0.2229569101200486,8	113	50,random,2,1.0,distribution,records,2.0,0.8677100182287307,0.04583408994153918,8,2.0,0.0,8,15.362326838628299,0.14038904197949711,8,17.749504090123928,0.9955105937421643,8,29.420010908343762,1.5419330103916644,8,34.06606297608283,1.650235289851701,8,1.7572472150359526,0.035821360153625005,8,0.13228998177126927,0.04583408994153917,8,0.0,0.0,8,0.5538483365443486,0.003955150496846325,8,50.50175,2.322575208562375,8,0.16879940670757287,0.021547015257844103,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.836113960077236,0.07359747978439078,8,14.851985659586097,0.15214458179892393,8,15.892967614909795,0.2229569101200486,8
114	−50,random,2,1.0,network,central,0.5,0.06718919007500135,0.027514161408185762,8,8.0,0.0,8,14.90731902341243,0.16016562613464788,8,258.59768202968286,121.60960078915707,8,470.7934907197407,219.51051051376135,8,2.4660700008681613,0.9863506741623017,8,2.6114364521898845,0.22043261889639523,8,0.9328108099249987,0.02751416140818576,8,0.0,0.0,8,0.5987074073739018,0.007887821770374802,8,2.38386,1.2807306569967898,8,0.3293473312498706,0.06921797252474471,8,688.3125,60.296302599271016,8,0.1360062887463795,0.05932231562414746,8,0.0,0.0,8,14.973411477377617,0.2366988146827068,8,14.850177559845825,0.21559544362396035,8	114	+50,random,2,1.0,network,central,0.5,0.030023000679071828,0.007530184355050149,8,8.0,0.0,8,47.62927609364972,0.6406625045385915,8,1669.089336797521,389.4485860897262,8,2097.7271566597656,482.85131594966475,8,0.5009143863215033,0.12401557133149403,8,2.6511887424051745,0.08370748755729894,8,0.9699769993209282,0.00753018435505018,8,0.0,0.0,8,0.27172236802188837,0.00654368657927986,8,-0.4908000000000001,0.3655966939519167,8,0.4273614114551205,0.049446945299223034,8,863.8125,60.296302599271016,8,0.060759218363873865,0.016882748948712042,8,0.0,0.0,8,47.89364590951047,0.9467952587308271,8,47.4007102393833,0.8623817744958414,8
115	−50,random,2,1.0,network,central,2.0,0.7140212883583434,0.06348939739539441,8,8.0,0.0,8,14.90731902341243,0.16016562613464788,8,21.029018014549493,1.973410848010144,8,38.322997742591625,3.2863614356489608,8,26.259135800671128,2.2122254962008028,8,1.796813848732088,0.07638410922372603,8,0.2859787116416566,0.06348939739539444,8,0.0,0.0,8,0.5987074073739018,0.007887821770374802,8,33.99636,2.7243192573139114,8,0.20324197313517017,0.023207500225703562,8,81.5125,2.233790820236178,8,0.8192961167361396,0.08906942251820894,8,0.6104366976022,0.0920434063363791,8,14.973411477377617,0.2366988146827068,8,14.850177559845825,0.21559544362396035,8	115	+50,random,2,1.0,network,central,2.0,0.708330960380154,0.056495373395330215,8,8.0,0.0,8,47.62927609364972,0.6406625045385915,8,67.6447345074267,5.906928711999106,8,85.05530853103248,7.0316808007877665,8,11.825031684932403,0.9446110232991348,8,1.8070643394837442,0.07631858920418519,8,0.29166903961984597,0.05649537339533023,8,0.0,0.0,8,0.27172236802188837,0.00654368657927986,8,32.6517,2.34898735015751,8,0.2078374094479658,0.023979113940999993,8,81.5125,2.233790820236178,8,0.8133010153463013,0.09018179435336782,8,0.6050432965869715,0.08177377791676135,8,47.89364590951047,0.9467952587308271,8,47.4007102393833,0.8623817744958414,8
116	−50,random,2,1.0,network,federated,0.5,0.1319232566860899,0.048789590670074046,8,7.39746671657297,0.17277188382829056,8,14.90731902341243,0.16016562613464788,8,126.97845642089925,46.48189846755005,8,230.96765991511802,82.97268121546364,8,4.840187535843792,1.742596664234332,8,2.4305440818029527,0.2611589648113851,8,0.86807674331391,0.048789590670074066,8,0.0,0.0,8,0.5987074073739018,0.007887821770374802,8,5.5263599999999995,2.243125673518985,8,0.323082217563493,0.05975856769697201,8,449.43125,96.29904664080831,8,0.2306978396171357,0.09262290390249373,8,0.035728003370581685,0.021628873172888547,8,14.973411477377617,0.2366988146827068,8,14.850177559845825,0.21559544362396035,8	116	+50,random,2,1.0,network,federated,0.5,0.03588507427591474,0.00918447025695079,8,7.39746671657297,0.17277188382829056,8,44.368140740993425,1.1410375730580833,8,1300.4978634097852,294.73624609889055,8,1658.2270576768333,365.8204384143765,8,0.6343442339900891,0.16531348352430678,8,2.6028967584476623,0.11370570816959413,8,0.9641149257240853,0.00918447025695078,8,0.0,0.0,8,0.2874531199036331,0.009402510984975623,8,-0.09976000000000007,0.45137303267759743,8,0.40784312225924535,0.052272539502685886,8,681.6348326785323,84.31117454471857,8,0.0726698485926843,0.020725701798200068,8,0.0,0.0,8,44.8812482803997,1.0840704893723319,8,43.89547169129938,1.5430740071125049,8
117	−50,random,2,1.0,network,federated,2.0,0.7140212883583434,0.06348939739539441,8,7.39746671657297,0.17277188382829056,8,14.90731902341243,0.16016562613464788,8,21.029018014549493,1.973410848010144,8,38.322997742591625,3.2863614356489608,8,26.259135800671128,2.2122254962008028,8,1.796813848732088,0.07638410922372603,8,0.2859787116416566,0.06348939739539444,8,0.0,0.0,8,0.5987074073739018,0.007887821770374802,8,33.99636,2.7243192573139114,8,0.20324197313517017,0.023207500225703562,8,69.35,4.675467891024383,8,0.8192961167361396,0.08906942251820894,8,0.6104366976022,0.0920434063363791,8,14.973411477377617,0.2366988146827068,8,14.850177559845825,0.21559544362396035,8	117	+50,random,2,1.0,network,federated,2.0,0.708330960380154,0.056495373395330215,8,7.39746671657297,0.17277188382829056,8,44.368140740993425,1.1410375730580833,8,62.985369997602504,5.211324563696536,8,80.39594402120828,6.237248465518597,8,12.504550314820674,0.9774477473164545,8,1.8039582829731755,0.07532113727824667,8,0.29166903961984597,0.05649537339533023,8,0.0,0.0,8,0.2874531199036331,0.009402510984975623,8,32.75774,2.334718964500867,8,0.2078374094479658,0.023979113940999993,8,69.35,4.675467891024383,8,0.8133010153463013,0.09018179435336782,8,0.6050432965869715,0.08177377791676135,8,44.8812482803997,1.0840704893723319,8,43.89547169129938,1.5430740071125049,8
118	50,random,2,1.0,network,none,2.0,0.10731554508079716,0.030398483977224146,8,4.0,0.0,8,14.0,0.0,8,141.24791361136548,45.122620769054876,8,141.24791361136548,45.122620769054876,8,7.665396077199797,2.1713202840874395,8,2.5698824419311586,0.07999703876664668,8,0.7749171579751485,0.03197503485808456,8,0.11776729694405438,0.007103803756503722,8,0.0,0.0,8,5.91279,1.7131147470532813,8,0.30732908423634914,0.03664387056699407,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.028096405921645327,0.01361768385487781,8,14.0,0.0,8,14.0,0.0,8	118	50,random,2,1.0,network,none,2.0,0.10731554508079716,0.030398483977224146,8,4.0,0.0,8,14.0,0.0,8,141.24791361136548,45.122620769054876,8,141.24791361136548,45.122620769054876,8,7.665396077199797,2.1713202840874395,8,2.5698824419311586,0.07999703876664668,8,0.7749171579751485,0.03197503485808456,8,0.11776729694405438,0.007103803756503722,8,0.0,0.0,8,5.91279,1.7131147470532813,8,0.30732908423634914,0.03664387056699407,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.028096405921645327,0.01361768385487781,8,14.0,0.0,8,14.0,0.0,8
119	50,random,2,1.0,network,norms,2.0,0.11688478134288242,0.033509213614243326,8,4.0,0.0,8,12.864577298488497,0.08245150634881893,8,119.37472238385546,38.34944372358355,8,210.3575130524684,64.6913864369915,8,5.1259282044072805,1.4272119848852685,8,2.5689891604652235,0.07985928147522593,8,0.8422664271511666,0.03478132739281153,8,0.04084879150595096,0.006445491802512159,8,0.4343305142046201,0.00765217413999583,8,6.13629,1.8914140608549992,8,0.30721897623173267,0.036120511543230774,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.0307824323328567,0.014351940781630716,8,12.800078255060715,0.10659805357163353,8,12.929175094212171,0.15009703789396941,8	119	50,random,2,1.0,network,norms,2.0,0.11688478134288242,0.033509213614243326,8,4.0,0.0,8,12.864577298488497,0.08245150634881893,8,119.37472238385546,38.34944372358355,8,210.3575130524684,64.6913864369915,8,5.1259282044072805,1.4272119848852685,8,2.5689891604652235,0.07985928147522593,8,0.8422664271511666,0.03478132739281153,8,0.04084879150595096,0.006445491802512159,8,0.4343305142046201,0.00765217413999583,8,6.13629,1.8914140608549992,8,0.30721897623173267,0.036120511543230774,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.0307824323328567,0.014351940781630716,8,12.800078255060715,0.10659805357163353,8,12.929175094212171,0.15009703789396941,8
120	50,random,2,1.0,network,records,2.0,0.7927895845010363,0.04582151420057347,8,2.0,0.0,8,14.841504304228149,0.07656066310157672,8,18.77552552906767,1.0905547978410304,8,31.335508032270603,1.7608777097342918,8,32.00227227169486,1.823531210096689,8,1.795646135047721,0.07222433637918535,8,0.20721041549896366,0.04582151420057347,8,0.0,0.0,8,0.5623039502177762,0.0071076901474918155,8,46.93402,3.0109702996495065,8,0.1761651938669828,0.02444216072480994,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.6872987738803318,0.09465736559924118,8,14.851985659586097,0.15214458179892393,8,14.829484173196233,0.0935792401978203,8	120	50,random,2,1.0,network,records,2.0,0.7927895845010363,0.04582151420057347,8,2.0,0.0,8,14.841504304228149,0.07656066310157672,8,18.77552552906767,1.0905547978410304,8,31.335508032270603,1.7608777097342918,8,32.00227227169486,1.823531210096689,8,1.795646135047721,0.07222433637918535,8,0.20721041549896366,0.04582151420057347,8,0.0,0.0,8,0.5623039502177762,0.0071076901474918155,8,46.93402,3.0109702996495065,8,0.1761651938669828,0.02444216072480994,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.6872987738803318,0.09465736559924118,8,14.851985659586097,0.15214458179892393,8,14.829484173196233,0.0935792401978203,8
121	−50,random,2,1.0,none,central,0.5,0.06685844452527442,0.0269658990646364,8,8.0,0.0,8,14.836311022953653,0.17384972326301357,8,254.77080378845721,108.96192281123213,8,466.9666124785151,206.83476233265085,8,2.465954112495928,0.9784109038046555,8,2.6114364521898845,0.22043261889639523,8,0.9331415554747255,0.02696589906463638,8,0.0,0.0,8,0.6003438996730776,0.007837309844657095,8,2.38626,1.2735556322135506,8,0.3293473312498706,0.06921797252474471,8,688.7,70.5693174930052,8,0.1360062887463795,0.05932231562414746,8,0.0,0.0,8,14.973411477377617,0.2366988146827068,8,14.703358052363843,0.1896918232002578,8	121	+50,random,2,1.0,none,central,0.5,0.029979352575646274,0.007342952164625783,8,8.0,0.0,8,47.345244091814614,0.6953988930520543,8,1653.6028085630387,355.3255685911858,8,2082.2406284252834,447.90285426077855,8,0.5024200512193262,0.12073866698121817,8,2.6511887424051745,0.08370748755729894,8,0.9700206474243538,0.007342952164625775,8,0.0,0.0,8,0.2730720192540149,0.006456104643528376,8,-0.48119999999999996,0.3489694267410829,8,0.4273614114551205,0.049446945299223034,8,864.2,70.5693174930052,8,0.060759218363873865,0.016882748948712042,8,0.0,0.0,8,47.89364590951047,0.9467952587308271,8,46.81343220945537,0.7587672928010312,8
122	−50,random,2,1.0,none,central,2.0,0.7630536279480463,0.11773638366394636,8,8.0,0.0,8,14.836311022953653,0.17384972326301357,8,19.862934439529468,3.130293870205911,8,36.29235963205396,5.660131507938685,8,28.123251242600652,4.1913900909749895,8,1.7774944279841502,0.0605004880456927,8,0.2369463720519537,0.11773638366394633,8,0.0,0.0,8,0.6003438996730776,0.007837309844657095,8,36.383759999999995,5.485016015582817,8,0.1946205293930926,0.03941558057110033,8,81.5125,3.035710084030704,8,0.8192961167361396,0.08906942251820894,8,0.7080023161187083,0.15859917132334211,8,14.973411477377617,0.2366988146827068,8,14.703358052363843,0.1896918232002578,8	122	+50,random,2,1.0,none,central,2.0,0.7541671482669943,0.11774594600146959,8,8.0,0.0,8,47.345244091814614,0.6953988930520543,8,64.12301389926452,9.936302642247401,8,80.73594777786683,12.370554284674997,8,12.643234374617197,1.9286300607286386,8,1.7871130333603067,0.05991077137194814,8,0.24583285173300568,0.11774594600146956,8,0.0,0.0,8,0.2730720192540149,0.006456104643528376,8,34.8738,5.3614553464734325,8,0.19975786244060487,0.03946337775499132,8,81.5125,3.035710084030704,8,0.8133010153463013,0.09018179435336782,8,0.6965305669718165,0.15761237329021105,8,47.89364590951047,0.9467952587308271,8,46.81343220945537,0.7587672928010312,8
123	−50,random,2,1.0,none,federated,0.5,0.12272161920601678,0.04633185715374787,8,7.446641410161939,0.16416688123994114,8,14.836311022953653,0.17384972326301357,8,135.73217453387548,47.4939749922124,8,247.58704049014045,85.0407377623739,8,4.514307617455273,1.668334010370131,8,2.458727544848858,0.29008970282575314,8,0.8772783807939832,0.0463318571537479,8,0.0,0.0,8,0.6003438996730776,0.007837309844657095,8,5.08626,2.1663017478247513,8,0.31055169601274735,0.05306936606619204,8,460.64375,98.47368552598925,8,0.2306978396171357,0.09262290390249373,8,0.01781631113557114,0.016039765410809616,8,14.973411477377617,0.2366988146827068,8,14.703358052363843,0.1896918232002578,8	123	+50,random,2,1.0,none,federated,0.5,0.03586546914272889,0.009041239633554885,8,7.446641410161939,0.16416688123994114,8,44.35294975840577,0.9343494393133969,8,1296.9118900490473,280.1701389369945,8,1654.6410843160954,350.9030114285658,8,0.6334928431287744,0.15991492519811468,8,2.6028967584476623,0.11370570816959413,8,0.9641345308572711,0.009041239633554916,8,0.0,0.0,8,0.28753688606153394,0.0077855636223502075,8,-0.09872000000000003,0.4374422823641995,8,0.40784312225924535,0.052272539502685886,8,692.8473326785324,85.85849221645172,8,0.0726698485926843,0.020725701798200068,8,0.0,0.0,8,44.8812482803997,1.0840704893723319,8,43.8422435188152,1.1301364334484907,8
124	−50,random,2,1.0,none,federated,2.0,0.7630536279480463,0.11773638366394636,8,7.446641410161939,0.16416688123994114,8,14.836311022953653,0.17384972326301357,8,19.862934439529468,3.130293870205911,8,36.29235963205396,5.660131507938685,8,28.123251242600652,4.1913900909749895,8,1.7774944279841502,0.0605004880456927,8,0.2369463720519537,0.11773638366394633,8,0.0,0.0,8,0.6003438996730776,0.007837309844657095,8,36.383759999999995,5.485016015582817,8,0.1946205293930926,0.03941558057110033,8,70.2625,4.446808646980115,8,0.8192961167361396,0.08906942251820894,8,0.7080023161187083,0.15859917132334211,8,14.973411477377617,0.2366988146827068,8,14.703358052363843,0.1896918232002578,8	124	+50,random,2,1.0,none,federated,2.0,0.7546083247375825,0.11759607949355796,8,7.446641410161939,0.16416688123994114,8,44.35294975840577,0.9343494393133969,8,59.929886230522506,8.496911863049453,8,76.5327914941434,10.912461141408063,8,13.3035374451932,1.9089413211104653,8,1.78374838289435,0.057911609018701564,8,0.24539167526241742,0.11759607949355794,8,0.0,0.0,8,0.28753688606153394,0.0077855636223502075,8,34.99378,5.341435102142495,8,0.1995143546235033,0.03956154704308695,8,70.2625,4.446808646980115,8,0.8133010153463013,0.09018179435336782,8,0.6973620525593995,0.15740070564059372,8,44.8812482803997,1.0840704893723319,8,43.8422435188152,1.1301364334484907,8
125	50,random,2,1.0,none,none,2.0,0.10917773449594083,0.032312206919518915,8,4.0,0.0,8,14.0,0.0,8,139.2029461611703,44.799811224591416,8,139.2029461611703,44.799811224591416,8,7.798409606852917,2.3080147799656365,8,2.6055341725501755,0.08121617305243804,8,0.7715207290475037,0.036393711749762116,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,6.0515799999999995,1.8039907530963515,8,0.3298948669068649,0.029381917667367,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.03326506579434074,0.025645210275013153,8,14.0,0.0,8,14.0,0.0,8	125	50,random,2,1.0,none,none,2.0,0.10917773449594083,0.032312206919518915,8,4.0,0.0,8,14.0,0.0,8,139.2029461611703,44.799811224591416,8,139.2029461611703,44.799811224591416,8,7.798409606852917,2.3080147799656365,8,2.6055341725501755,0.08121617305243804,8,0.7715207290475037,0.036393711749762116,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,6.0515799999999995,1.8039907530963515,8,0.3298948669068649,0.029381917667367,8,0.0,0.0,8,0.18720563286568265,0.05404053234897153,8,0.03326506579434074,0.025645210275013153,8,14.0,0.0,8,14.0,0.0,8
126	50,random,2,1.0,none,norms,2.0,0.11875523648269684,0.03475546356339709,8,4.0,0.0,8,12.823227114427954,0.09230874345187058,8,117.1132374932806,37.551991537919875,8,205.9904631791691,62.41680677700805,8,5.229567296498508,1.4808262964429821,8,2.6035748091675677,0.07563278765913632,8,0.8371600867408624,0.03289382155580139,8,0.04408467677644078,0.0033687368465502633,8,0.43368263809584157,0.01139677272830876,8,6.2846,1.9486111900090721,8,0.3298851138506686,0.02018722808529298,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.03622085288710857,0.026742834712237956,8,12.800078255060715,0.10659805357163353,8,12.847623637705713,0.11535960837702072,8	126	50,random,2,1.0,none,norms,2.0,0.11875523648269684,0.03475546356339709,8,4.0,0.0,8,12.823227114427954,0.09230874345187058,8,117.1132374932806,37.551991537919875,8,205.9904631791691,62.41680677700805,8,5.229567296498508,1.4808262964429821,8,2.6035748091675677,0.07563278765913632,8,0.8371600867408624,0.03289382155580139,8,0.04408467677644078,0.0033687368465502633,8,0.43368263809584157,0.01139677272830876,8,6.2846,1.9486111900090721,8,0.3298851138506686,0.02018722808529298,8,0.0,0.0,8,0.2035545468708889,0.058589729778420335,8,0.03622085288710857,0.026742834712237956,8,12.800078255060715,0.10659805357163353,8,12.847623637705713,0.11535960837702072,8
127	50,random,2,1.0,none,records,2.0,0.8677100182287307,0.04583408994153918,8,2.0,0.0,8,14.842878770245523,0.11858577156012268,8,17.14709776575043,0.9072713051326521,8,28.817604583970265,1.455598943289096,8,34.7729655800572,1.6298012674436704,8,1.7572472150359526,0.035821360153625005,8,0.13228998177126927,0.04583408994153917,8,0.0,0.0,8,0.5653771595222301,0.003222510346541802,8,50.522330000000004,2.3210352222107384,8,0.16879940670757287,0.021547015257844103,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.836113960077236,0.07359747978439078,8,14.851985659586097,0.15214458179892393,8,14.834377339258102,0.19312124183407325,8	127	50,random,2,1.0,none,records,2.0,0.8677100182287307,0.04583408994153918,8,2.0,0.0,8,14.842878770245523,0.11858577156012268,8,17.14709776575043,0.9072713051326521,8,28.817604583970265,1.455598943289096,8,34.7729655800572,1.6298012674436704,8,1.7572472150359526,0.035821360153625005,8,0.13228998177126927,0.04583408994153917,8,0.0,0.0,8,0.5653771595222301,0.003222510346541802,8,50.522330000000004,2.3210352222107384,8,0.16879940670757287,0.021547015257844103,8,0.0,0.0,8,0.8981578773241417,0.027040616350072638,8,0.836113960077236,0.07359747978439078,8,14.851985659586097,0.15214458179892393,8,14.834377339258102,0.19312124183407325,8
128	−50,random,8,0.0,distribution,central,0.5,0.06744667981939206,0.0267869897907252,8,8.0,0.0,8,16.0,0.0,8,272.1627343825328,117.59959247576104,8,482.4332446513354,215.82697508929058,8,2.3857660295267076,0.9337378533769517,8,2.572618669129162,0.2931840571822838,8,0.9325533201806079,0.02678698979072518,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,2.37832,1.2670151582360805,8,0.32808101708499615,0.06948004571912664,8,688.7,70.5693174930052,8,0.13725942157845966,0.05910916296085833,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	128	+50,random,8,0.0,distribution,central,0.5,0.030273470222705098,0.007310164959847942,8,8.0,0.0,8,52.0,0.0,8,1799.3266282358354,395.91442386386996,8,2223.9580378416695,489.9296015789461,8,0.47077655828216985,0.11236461141910047,8,2.639226746068178,0.07551865596967379,8,0.9697265297772949,0.007310164959847937,8,0.0,0.0,8,0.2532699556062481,0.005377570238666711,8,-0.61796,0.35137588046339857,8,0.4259477675109888,0.04947103104905157,8,864.2,70.5693174930052,8,0.061385784779913966,0.016949806520326512,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
129	−50,random,8,0.0,distribution,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.28318389469924,0.46431672064168406,8,35.364982129560474,0.5767103980404013,8,1.0014629388816645,0.004137816014745711,8,0.0,0.0,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,47.985820000000004,1.8019975058806301,8,0.19836257274536112,0.035026712332818594,8,81.5125,3.035710084030704,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	129	+50,random,8,0.0,distribution,central,2.0,0.9869769881793383,0.024669450340280518,8,8.0,0.0,8,52.0,0.0,8,52.71585965502315,1.3593276238403074,8,65.16203995111441,1.453228053996798,8,15.352879350920619,0.33422767554350075,8,1.0348442306386967,0.01563848165211314,8,0.013023011820661677,0.02466945034028051,8,0.0,0.0,8,0.2532699556062481,0.005377570238666711,8,46.15204,1.4381600479978383,8,0.20278785389015386,0.03361306703211237,8,81.5125,3.035710084030704,8,0.990985987696514,0.022611019930493696,8,0.9834659516807934,0.03084515139852313,8,52.0,0.0,8,52.0,0.0,8
130	−50,random,8,0.0,distribution,federated,0.5,0.137474548886116,0.048257880545045914,8,7.446641410161939,0.16416688123994114,8,16.0,0.0,8,131.6378616326482,52.16978883694291,8,232.1313468304114,90.3587319755857,8,4.851239502390059,1.674876891968828,8,2.2300921709484967,0.2717103408925973,8,0.862525451113884,0.048257880545045914,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,5.76832,2.2722488507580825,8,0.3316060194629141,0.058688906484415354,8,460.64375,98.47368552598925,8,0.2474723445349175,0.0922817305536287,8,0.03067297205856234,0.024171866462251675,8,16.0,0.0,8,16.0,0.0,8	130	+50,random,8,0.0,distribution,federated,0.5,0.036318822458577524,0.009074633254884461,8,7.446641410161939,0.16416688123994114,8,48.67984846097163,0.9850012874396463,8,1407.7298226620774,318.2698288097936,8,1761.299114331723,390.4939290761523,8,0.5963088833808797,0.15024529102332262,8,2.5816644920727327,0.1063831638360646,8,0.9636811775414225,0.009074633254884472,8,0.0,0.0,8,0.2671273753391204,0.00726474843489455,8,-0.21728,0.44658017459674265,8,0.4070469418136747,0.053385623494014274,8,692.8473326785324,85.85849221645172,8,0.07361857995717802,0.020897647638185485,8,0.0,0.0,8,48.663506835558344,0.8855706110290775,8,48.699121891859086,1.1106917575216502,8
131	−50,random,8,0.0,distribution,federated,2.0,1.0,0.0,8,7.446641410161939,0.16416688123994114,8,16.0,0.0,8,16.0,0.0,8,28.28318389469924,0.46431672064168406,8,35.364982129560474,0.5767103980404013,8,1.0014629388816645,0.004137816014745711,8,0.0,0.0,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,47.985820000000004,1.8019975058806301,8,0.19836257274536112,0.035026712332818594,8,70.2625,4.446808646980115,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	131	+50,random,8,0.0,distribution,federated,2.0,0.9881534587675737,0.023254763945989767,8,7.446641410161939,0.16416688123994114,8,48.67984846097163,0.9850012874396463,8,49.2875603203942,1.5292664876266802,8,61.71879534606573,1.5853387503657437,8,16.21194004782723,0.4194057060687284,8,1.0239774249392615,0.012687535949858388,8,0.011846541232426382,0.023254763945989788,8,0.0,0.0,8,0.2671273753391204,0.00726474843489455,8,46.32022,1.4723041497889333,8,0.2024104736614295,0.033789937830963956,8,70.2625,4.446808646980115,8,0.9916125541125541,0.022727522553019252,8,0.9851289228559597,0.027536643892223298,8,48.663506835558344,0.8855706110290775,8,48.699121891859086,1.1106917575216502,8
132	50,random,8,0.0,distribution,none,2.0,0.8806984635434445,0.009719408972967856,8,4.0,0.0,8,14.0,0.0,8,15.898166940537578,0.1753494676135603,8,15.898166940537578,0.1753494676135603,8,62.90703311024603,0.694243498069137,8,1.0449240778138686,0.021426082966947577,8,0.0,0.0,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,53.30158,2.6288826540349284,8,0.17453585232148353,0.02096787161471733,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.879248483113143,0.020002577651538667,8,14.0,0.0,8,14.0,0.0,8	132	50,random,8,0.0,distribution,none,2.0,0.8806984635434445,0.009719408972967856,8,4.0,0.0,8,14.0,0.0,8,15.898166940537578,0.1753494676135603,8,15.898166940537578,0.1753494676135603,8,62.90703311024603,0.694243498069137,8,1.0449240778138686,0.021426082966947577,8,0.0,0.0,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,53.30158,2.6288826540349284,8,0.17453585232148353,0.02096787161471733,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.879248483113143,0.020002577651538667,8,14.0,0.0,8,14.0,0.0,8
133	50,random,8,0.0,distribution,norms,2.0,0.9559153232235592,0.003368736846550238,8,4.0,0.0,8,14.0,0.0,8,14.645807807377826,0.05160212728136117,8,24.926618054734096,0.45508436225312854,8,40.12954498778994,0.7380304206946798,8,1.044961857650009,0.02219095913497335,8,0.0,0.0,8,0.04408467677644078,0.0033687368465502633,8,0.41226345642223133,0.011442319212567675,8,57.49908,2.706585166926874,8,0.17199408874224373,0.022664633454660958,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9548839531509015,0.004445528687217679,8,14.0,0.0,8,14.0,0.0,8	133	50,random,8,0.0,distribution,norms,2.0,0.9559153232235592,0.003368736846550238,8,4.0,0.0,8,14.0,0.0,8,14.645807807377826,0.05160212728136117,8,24.926618054734096,0.45508436225312854,8,40.12954498778994,0.7380304206946798,8,1.044961857650009,0.02219095913497335,8,0.0,0.0,8,0.04408467677644078,0.0033687368465502633,8,0.41226345642223133,0.011442319212567675,8,57.49908,2.706585166926874,8,0.17199408874224373,0.022664633454660958,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9548839531509015,0.004445528687217679,8,14.0,0.0,8,14.0,0.0,8
134	50,random,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.10544845482184,0.19132534290430325,8,38.30797855536726,0.28051291946139223,8,1.00369778775598,0.005556303454118246,8,0.0,0.0,8,0.0,0.0,8,0.540304257335593,0.0033661550335366964,8,58.35898,1.1102689158938035,8,0.17618133429114194,0.02127526661090894,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	134	50,random,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.10544845482184,0.19132534290430325,8,38.30797855536726,0.28051291946139223,8,1.00369778775598,0.005556303454118246,8,0.0,0.0,8,0.0,0.0,8,0.540304257335593,0.0033661550335366964,8,58.35898,1.1102689158938035,8,0.17618133429114194,0.02127526661090894,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
135	−50,random,8,0.0,network,central,0.5,0.06778301430302985,0.027343040478651985,8,8.0,0.0,8,16.0,0.0,8,274.9673805032517,130.50346745700733,8,485.2378907720543,228.80307429642775,8,2.3926813593888925,0.944998140164142,8,2.572618669129162,0.2931840571822838,8,0.9322169856969701,0.027343040478651975,8,0.0,0.0,8,0.5755618448311933,0.005103844121450165,8,2.37832,1.2751470661176976,8,0.32808101708499615,0.06948004571912664,8,688.3125,60.296302599271016,8,0.13725942157845966,0.05910916296085833,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	135	+50,random,8,0.0,network,central,0.5,0.03031991279308608,0.007508512164074409,8,8.0,0.0,8,52.0,0.0,8,1804.1437384132396,424.723883271737,8,2228.7751480190736,519.7347217190527,8,0.4713892983988575,0.1148902888672495,8,2.639226746068178,0.07551865596967379,8,0.9696800872069139,0.007508512164074439,8,0.0,0.0,8,0.2532051905375673,0.003969233304989265,8,-0.6179600000000001,0.3642181399734427,8,0.4259477675109888,0.04947103104905157,8,863.8125,60.296302599271016,8,0.061385784779913966,0.016949806520326512,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
136	−50,random,8,0.0,network,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.27627827125078,0.3429212958855103,8,35.36984626406722,0.4253203434541817,8,1.0068159885999046,0.0067938727080112836,8,0.0,0.0,8,0.0,0.0,8,0.5755618448311933,0.005103844121450165,8,47.985820000000004,1.3259782308921966,8,0.21594055145431063,0.023523475509165066,8,81.5125,2.233790820236178,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	136	+50,random,8,0.0,network,central,2.0,0.9927812328142003,0.01901901894680295,8,8.0,0.0,8,52.0,0.0,8,52.39563778804132,1.0459289797332878,8,64.76541968042997,1.3439395012788466,8,15.445937299628962,0.30837848805776785,8,1.0390530263488527,0.018971164511736825,8,0.007218767185799703,0.019019018946802933,8,0.0,0.0,8,0.2532051905375673,0.003969233304989265,8,46.45954,1.60894348539655,8,0.22035506770524285,0.0191800205745697,8,81.5125,2.233790820236178,8,0.990985987696514,0.022611019930493696,8,0.9946065989847716,0.015254841726105701,8,52.0,0.0,8,52.0,0.0,8
137	−50,random,8,0.0,network,federated,0.5,0.15950383488556716,0.05846646300964627,8,7.39746671657297,0.17277188382829056,8,16.0,0.0,8,115.48843887980121,51.61104691525528,8,203.662431322302,89.93254928201175,8,5.629454435378967,2.024714626666562,8,2.068028716135717,0.21729910797999358,8,0.8404961651144328,0.05846646300964629,8,0.0,0.0,8,0.5755618448311933,0.005103844121450165,8,6.84082,2.734368223755849,8,0.36783831346340884,0.06099749861133234,8,449.43125,96.29904664080831,8,0.2474723445349175,0.0922817305536287,8,0.07372051707307267,0.03952115046958883,8,16.0,0.0,8,16.0,0.0,8	137	+50,random,8,0.0,network,federated,0.5,0.036342448520866086,0.009234504333583096,8,7.39746671657297,0.17277188382829056,8,48.38480029943782,1.0366313029697458,8,1401.2149591635941,323.16382325328857,8,1754.7842508332396,395.93289791153455,8,0.5997840027996262,0.15479324011482742,8,2.5816644920727327,0.1063831638360646,8,0.9636575514791339,0.009234504333583101,8,0.0,0.0,8,0.2683790332427232,0.00729801711419411,8,-0.2079200000000001,0.4555548704601894,8,0.4070469418136747,0.053385623494014274,8,681.6348326785323,84.31117454471857,8,0.07361857995717802,0.020897647638185485,8,0.0,0.0,8,48.663506835558344,0.8855706110290775,8,48.115392852474095,1.2787501466776556,8
138	−50,random,8,0.0,network,federated,2.0,1.0,0.0,8,7.39746671657297,0.17277188382829056,8,16.0,0.0,8,16.0,0.0,8,28.27627827125078,0.3429212958855103,8,35.36984626406722,0.4253203434541817,8,1.0068159885999046,0.0067938727080112836,8,0.0,0.0,8,0.0,0.0,8,0.5755618448311933,0.005103844121450165,8,47.985820000000004,1.3259782308921966,8,0.21594055145431063,0.023523475509165066,8,69.35,4.675467891024383,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	138	+50,random,8,0.0,network,federated,2.0,0.9930781449282146,0.019102601458718223,8,7.39746671657297,0.17277188382829056,8,48.38480029943782,1.0366313029697458,8,48.73651237977984,1.3417764827494103,8,61.10275118324689,1.4649495275899036,8,16.37402867281319,0.3888483383186754,8,1.027523575966034,0.014276373538748843,8,0.006921855071785451,0.019102601458718196,8,0.0,0.0,8,0.2683790332427232,0.00729801711419411,8,46.59208,1.617720781134461,8,0.22032397782009575,0.019198881866734265,8,69.35,4.675467891024383,8,0.9916125541125541,0.022727522553019252,8,0.9946065989847716,0.015254841726105701,8,48.663506835558344,0.8855706110290775,8,48.115392852474095,1.2787501466776556,8
139	50,random,8,0.0,network,none,2.0,0.8822327030559456,0.007103803756503726,8,4.0,0.0,8,14.0,0.0,8,15.869721318049978,0.12663830890474823,8,15.869721318049978,0.12663830890474823,8,63.01662164685326,0.5074145540359832,8,1.0547320669151046,0.02760797974788461,8,0.0,0.0,8,0.11776729694405438,0.007103803756503722,8,0.0,0.0,8,53.050290000000004,1.7542859742438122,8,0.19580056518736383,0.015887740197918013,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.8824915772103418,0.01728236596174317,8,14.0,0.0,8,14.0,0.0,8	139	50,random,8,0.0,network,none,2.0,0.8822327030559456,0.007103803756503726,8,4.0,0.0,8,14.0,0.0,8,15.869721318049978,0.12663830890474823,8,15.869721318049978,0.12663830890474823,8,63.01662164685326,0.5074145540359832,8,1.0547320669151046,0.02760797974788461,8,0.0,0.0,8,0.11776729694405438,0.007103803756503722,8,0.0,0.0,8,53.050290000000004,1.7542859742438122,8,0.19580056518736383,0.015887740197918013,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.8824915772103418,0.01728236596174317,8,14.0,0.0,8,14.0,0.0,8
140	50,random,8,0.0,network,norms,2.0,0.959151208494049,0.0064454918025121655,8,4.0,0.0,8,14.0,0.0,8,14.596815816140168,0.09814939118662426,8,24.89894024324299,0.3577298001856668,8,40.16952904142748,0.571008415533767,8,1.054769918374587,0.02704976410201317,8,0.0,0.0,8,0.04084879150595096,0.006445491802512159,8,0.4136764038204779,0.007355484781894378,8,57.32279,1.803450872870437,8,0.1911565902132992,0.018700672979673896,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9614668046888798,0.008071047638258702,8,14.0,0.0,8,14.0,0.0,8	140	50,random,8,0.0,network,norms,2.0,0.959151208494049,0.0064454918025121655,8,4.0,0.0,8,14.0,0.0,8,14.596815816140168,0.09814939118662426,8,24.89894024324299,0.3577298001856668,8,40.16952904142748,0.571008415533767,8,1.054769918374587,0.02704976410201317,8,0.0,0.0,8,0.04084879150595096,0.006445491802512159,8,0.4136764038204779,0.007355484781894378,8,57.32279,1.803450872870437,8,0.1911565902132992,0.018700672979673896,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9614668046888798,0.008071047638258702,8,14.0,0.0,8,14.0,0.0,8
141	50,random,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.93309436452511,0.38808016237257886,8,38.56841347919258,0.5840165959012562,8,1.0057968281034733,0.005835662830517092,8,0.0,0.0,8,0.0,0.0,8,0.537179038249689,0.00700819915081504,8,59.4423,2.4131839966318367,8,0.18572136630267883,0.02711013990938385,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	141	50,random,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.93309436452511,0.38808016237257886,8,38.56841347919258,0.5840165959012562,8,1.0057968281034733,0.005835662830517092,8,0.0,0.0,8,0.0,0.0,8,0.537179038249689,0.00700819915081504,8,59.4423,2.4131839966318367,8,0.18572136630267883,0.02711013990938385,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
142	−50,random,8,0.0,none,central,0.5,0.06744667981939206,0.0267869897907252,8,8.0,0.0,8,16.0,0.0,8,272.1627343825328,117.59959247576104,8,482.4332446513354,215.82697508929058,8,2.3857660295267076,0.9337378533769517,8,2.572618669129162,0.2931840571822838,8,0.9325533201806079,0.02678698979072518,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,2.37832,1.2670151582360805,8,0.32808101708499615,0.06948004571912664,8,688.7,70.5693174930052,8,0.13725942157845966,0.05910916296085833,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	142	+50,random,8,0.0,none,central,0.5,0.030273470222705098,0.007310164959847942,8,8.0,0.0,8,52.0,0.0,8,1799.3266282358354,395.91442386386996,8,2223.9580378416695,489.9296015789461,8,0.47077655828216985,0.11236461141910047,8,2.639226746068178,0.07551865596967379,8,0.9697265297772949,0.007310164959847937,8,0.0,0.0,8,0.2532699556062481,0.005377570238666711,8,-0.61796,0.35137588046339857,8,0.4259477675109888,0.04947103104905157,8,864.2,70.5693174930052,8,0.061385784779913966,0.016949806520326512,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
143	−50,random,8,0.0,none,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.28318389469924,0.46431672064168406,8,35.364982129560474,0.5767103980404013,8,1.0014629388816645,0.004137816014745711,8,0.0,0.0,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,47.985820000000004,1.8019975058806301,8,0.19836257274536112,0.035026712332818594,8,81.5125,3.035710084030704,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	143	+50,random,8,0.0,none,central,2.0,0.9869769881793383,0.024669450340280518,8,8.0,0.0,8,52.0,0.0,8,52.71585965502315,1.3593276238403074,8,65.16203995111441,1.453228053996798,8,15.352879350920619,0.33422767554350075,8,1.0348442306386967,0.01563848165211314,8,0.013023011820661677,0.02466945034028051,8,0.0,0.0,8,0.2532699556062481,0.005377570238666711,8,46.15204,1.4381600479978383,8,0.20278785389015386,0.03361306703211237,8,81.5125,3.035710084030704,8,0.990985987696514,0.022611019930493696,8,0.9834659516807934,0.03084515139852313,8,52.0,0.0,8,52.0,0.0,8
144	−50,random,8,0.0,none,federated,0.5,0.137474548886116,0.048257880545045914,8,7.446641410161939,0.16416688123994114,8,16.0,0.0,8,131.6378616326482,52.16978883694291,8,232.1313468304114,90.3587319755857,8,4.851239502390059,1.674876891968828,8,2.2300921709484967,0.2717103408925973,8,0.862525451113884,0.048257880545045914,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,5.76832,2.2722488507580825,8,0.3316060194629141,0.058688906484415354,8,460.64375,98.47368552598925,8,0.2474723445349175,0.0922817305536287,8,0.03067297205856234,0.024171866462251675,8,16.0,0.0,8,16.0,0.0,8	144	+50,random,8,0.0,none,federated,0.5,0.036318822458577524,0.009074633254884461,8,7.446641410161939,0.16416688123994114,8,48.67984846097163,0.9850012874396463,8,1407.7298226620774,318.2698288097936,8,1761.299114331723,390.4939290761523,8,0.5963088833808797,0.15024529102332262,8,2.5816644920727327,0.1063831638360646,8,0.9636811775414225,0.009074633254884472,8,0.0,0.0,8,0.2671273753391204,0.00726474843489455,8,-0.21728,0.44658017459674265,8,0.4070469418136747,0.053385623494014274,8,692.8473326785324,85.85849221645172,8,0.07361857995717802,0.020897647638185485,8,0.0,0.0,8,48.663506835558344,0.8855706110290775,8,48.699121891859086,1.1106917575216502,8
145	−50,random,8,0.0,none,federated,2.0,1.0,0.0,8,7.446641410161939,0.16416688123994114,8,16.0,0.0,8,16.0,0.0,8,28.28318389469924,0.46431672064168406,8,35.364982129560474,0.5767103980404013,8,1.0014629388816645,0.004137816014745711,8,0.0,0.0,8,0.0,0.0,8,0.5756202144452743,0.006920524776484838,8,47.985820000000004,1.8019975058806301,8,0.19836257274536112,0.035026712332818594,8,70.2625,4.446808646980115,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	145	+50,random,8,0.0,none,federated,2.0,0.9881534587675737,0.023254763945989767,8,7.446641410161939,0.16416688123994114,8,48.67984846097163,0.9850012874396463,8,49.2875603203942,1.5292664876266802,8,61.71879534606573,1.5853387503657437,8,16.21194004782723,0.4194057060687284,8,1.0239774249392615,0.012687535949858388,8,0.011846541232426382,0.023254763945989788,8,0.0,0.0,8,0.2671273753391204,0.00726474843489455,8,46.32022,1.4723041497889333,8,0.2024104736614295,0.033789937830963956,8,70.2625,4.446808646980115,8,0.9916125541125541,0.022727522553019252,8,0.9851289228559597,0.027536643892223298,8,48.663506835558344,0.8855706110290775,8,48.699121891859086,1.1106917575216502,8
146	50,random,8,0.0,none,none,2.0,0.8806984635434445,0.009719408972967856,8,4.0,0.0,8,14.0,0.0,8,15.898166940537578,0.1753494676135603,8,15.898166940537578,0.1753494676135603,8,62.90703311024603,0.694243498069137,8,1.0449240778138686,0.021426082966947577,8,0.0,0.0,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,53.30158,2.6288826540349284,8,0.17453585232148353,0.02096787161471733,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.879248483113143,0.020002577651538667,8,14.0,0.0,8,14.0,0.0,8	146	50,random,8,0.0,none,none,2.0,0.8806984635434445,0.009719408972967856,8,4.0,0.0,8,14.0,0.0,8,15.898166940537578,0.1753494676135603,8,15.898166940537578,0.1753494676135603,8,62.90703311024603,0.694243498069137,8,1.0449240778138686,0.021426082966947577,8,0.0,0.0,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,53.30158,2.6288826540349284,8,0.17453585232148353,0.02096787161471733,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.879248483113143,0.020002577651538667,8,14.0,0.0,8,14.0,0.0,8
147	50,random,8,0.0,none,norms,2.0,0.9559153232235592,0.003368736846550238,8,4.0,0.0,8,14.0,0.0,8,14.645807807377826,0.05160212728136117,8,24.926618054734096,0.45508436225312854,8,40.12954498778994,0.7380304206946798,8,1.044961857650009,0.02219095913497335,8,0.0,0.0,8,0.04408467677644078,0.0033687368465502633,8,0.41226345642223133,0.011442319212567675,8,57.49908,2.706585166926874,8,0.17199408874224373,0.022664633454660958,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9548839531509015,0.004445528687217679,8,14.0,0.0,8,14.0,0.0,8	147	50,random,8,0.0,none,norms,2.0,0.9559153232235592,0.003368736846550238,8,4.0,0.0,8,14.0,0.0,8,14.645807807377826,0.05160212728136117,8,24.926618054734096,0.45508436225312854,8,40.12954498778994,0.7380304206946798,8,1.044961857650009,0.02219095913497335,8,0.0,0.0,8,0.04408467677644078,0.0033687368465502633,8,0.41226345642223133,0.011442319212567675,8,57.49908,2.706585166926874,8,0.17199408874224373,0.022664633454660958,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9548839531509015,0.004445528687217679,8,14.0,0.0,8,14.0,0.0,8
148	50,random,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.10544845482184,0.19132534290430325,8,38.30797855536726,0.28051291946139223,8,1.00369778775598,0.005556303454118246,8,0.0,0.0,8,0.0,0.0,8,0.540304257335593,0.0033661550335366964,8,58.35898,1.1102689158938035,8,0.17618133429114194,0.02127526661090894,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	148	50,random,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.10544845482184,0.19132534290430325,8,38.30797855536726,0.28051291946139223,8,1.00369778775598,0.005556303454118246,8,0.0,0.0,8,0.0,0.0,8,0.540304257335593,0.0033661550335366964,8,58.35898,1.1102689158938035,8,0.17618133429114194,0.02127526661090894,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
149	−50,random,8,1.0,distribution,central,0.5,0.06744667981939206,0.0267869897907252,8,8.0,0.0,8,15.358329192532366,0.17306774510716294,8,260.8129396956781,111.12626620227825,8,471.0834499644806,209.3434098348489,8,2.4396012451697273,0.9510985150528238,8,2.572618669129162,0.2931840571822838,8,0.9325533201806079,0.02678698979072518,8,0.0,0.0,8,0.5890013417227075,0.00831945308026185,8,2.39921,1.265336391862428,8,0.32808101708499615,0.06948004571912664,8,688.7,70.5693174930052,8,0.13725942157845966,0.05910916296085833,8,0.0,0.0,8,14.973411477377617,0.2366988146827068,8,15.740112846393124,0.23878526635850716,8	149	+50,random,8,1.0,distribution,central,0.5,0.030273470222705098,0.007310164959847942,8,8.0,0.0,8,49.433316770129466,0.6922709804286518,8,1708.4714639107224,366.0763840605742,8,2133.1028735165564,459.72086969452204,8,0.48993664736039083,0.11492463277643526,8,2.639226746068178,0.07551865596967379,8,0.9697265297772949,0.007310164959847937,8,0.0,0.0,8,0.2638370630063974,0.006674808010625048,8,-0.5344000000000001,0.3425514858486865,8,0.4259477675109888,0.04947103104905157,8,864.2,70.5693174930052,8,0.061385784779913966,0.016949806520326512,8,0.0,0.0,8,47.89364590951047,0.9467952587308271,8,50.960451385572505,0.9551410654340302,8
150	−50,random,8,1.0,distribution,central,2.0,1.0,0.0,8,8.0,0.0,8,15.358329192532366,0.17306774510716294,8,15.358329192532366,0.17306774510716294,8,27.641513087231605,0.4672717121994435,8,36.18649342896543,0.6101023773406524,8,1.0014629388816645,0.004137816014745711,8,0.0,0.0,8,0.0,0.0,8,0.5890013417227075,0.00831945308026185,8,48.00671,1.8018076198243642,8,0.19836257274536112,0.035026712332818594,8,81.5125,3.035710084030704,8,1.0,0.0,8,1.0,0.0,8,14.973411477377617,0.2366988146827068,8,15.740112846393124,0.23878526635850716,8	150	+50,random,8,1.0,distribution,central,2.0,0.9869769881793383,0.024669450340280518,8,8.0,0.0,8,49.433316770129466,0.6922709804286518,8,50.123195292842354,1.8067997583530235,8,62.56937558893361,1.9149102259156767,8,15.995127070648872,0.4806784063459616,8,1.0348442306386967,0.01563848165211314,8,0.013023011820661677,0.02466945034028051,8,0.0,0.0,8,0.2638370630063974,0.006674808010625048,8,46.2356,1.4477996034968756,8,0.20278785389015386,0.03361306703211237,8,81.5125,3.035710084030704,8,0.990985987696514,0.022611019930493696,8,0.9834659516807934,0.03084515139852313,8,47.89364590951047,0.9467952587308271,8,50.960451385572505,0.9551410654340302,8
151	−50,random,8,1.0,distribution,federated,0.5,0.137474548886116,0.048257880545045914,8,7.446641410161939,0.16416688123994114,8,15.358329192532366,0.17306774510716294,8,126.1266276433097,49.209049950008975,8,226.62011284107288,87.36959146763425,8,4.959667398436599,1.7019260456485312,8,2.2300921709484967,0.2717103408925973,8,0.862525451113884,0.048257880545045914,8,0.0,0.0,8,0.5890013417227075,0.00831945308026185,8,5.78921,2.269436547188373,8,0.3316060194629141,0.058688906484415354,8,460.64375,98.47368552598925,8,0.2474723445349175,0.0922817305536287,8,0.03067297205856234,0.024171866462251675,8,14.973411477377617,0.2366988146827068,8,15.740112846393124,0.23878526635850716,8	151	+50,random,8,1.0,distribution,federated,0.5,0.036318822458577524,0.009074633254884461,8,7.446641410161939,0.16416688123994114,8,46.326622111359505,0.8295259777756786,8,1338.0196808836597,293.2141968529133,8,1691.5889725533052,365.1857777713511,8,0.6196259626193751,0.1537328847741023,8,2.5816644920727327,0.1063831638360646,8,0.9636811775414225,0.009074633254884472,8,0.0,0.0,8,0.2778433568200751,0.007625640229674298,8,-0.14069000000000004,0.4366470856096816,8,0.4070469418136747,0.053385623494014274,8,692.8473326785324,85.85849221645172,8,0.07361857995717802,0.020897647638185485,8,0.0,0.0,8,44.8812482803997,1.0840704893723319,8,47.76339914656746,1.1420482527602425,8
152	−50,random,8,1.0,distribution,federated,2.0,1.0,0.0,8,7.446641410161939,0.16416688123994114,8,15.358329192532366,0.17306774510716294,8,15.358329192532366,0.17306774510716294,8,27.641513087231605,0.4672717121994435,8,36.18649342896543,0.6101023773406524,8,1.0014629388816645,0.004137816014745711,8,0.0,0.0,8,0.0,0.0,8,0.5890013417227075,0.00831945308026185,8,48.00671,1.8018076198243642,8,0.19836257274536112,0.035026712332818594,8,70.2625,4.446808646980115,8,1.0,0.0,8,1.0,0.0,8,14.973411477377617,0.2366988146827068,8,15.740112846393124,0.23878526635850716,8	152	+50,random,8,1.0,distribution,federated,2.0,0.9881534587675737,0.023254763945989767,8,7.446641410161939,0.16416688123994114,8,46.326622111359505,0.8295259777756786,8,46.912961194579395,1.67928019428314,8,59.34419622025093,1.757496245515854,8,16.863649719332933,0.49430844154494713,8,1.0239774249392615,0.012687535949858388,8,0.011846541232426382,0.023254763945989788,8,0.0,0.0,8,0.2778433568200751,0.007625640229674298,8,46.39681,1.4794170252211811,8,0.2024104736614295,0.033789937830963956,8,70.2625,4.446808646980115,8,0.9916125541125541,0.022727522553019252,8,0.9851289228559597,0.027536643892223298,8,44.8812482803997,1.0840704893723319,8,47.76339914656746,1.1420482527602425,8
153	50,random,8,1.0,distribution,none,2.0,0.8806984635434445,0.009719408972967856,8,4.0,0.0,8,14.0,0.0,8,15.898166940537578,0.1753494676135603,8,15.898166940537578,0.1753494676135603,8,62.90703311024603,0.694243498069137,8,1.0449240778138686,0.021426082966947577,8,0.0,0.0,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,53.30158,2.6288826540349284,8,0.17453585232148353,0.02096787161471733,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.879248483113143,0.020002577651538667,8,14.0,0.0,8,14.0,0.0,8	153	50,random,8,1.0,distribution,none,2.0,0.8806984635434445,0.009719408972967856,8,4.0,0.0,8,14.0,0.0,8,15.898166940537578,0.1753494676135603,8,15.898166940537578,0.1753494676135603,8,62.90703311024603,0.694243498069137,8,1.0449240778138686,0.021426082966947577,8,0.0,0.0,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,53.30158,2.6288826540349284,8,0.17453585232148353,0.02096787161471733,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.879248483113143,0.020002577651538667,8,14.0,0.0,8,14.0,0.0,8
154	50,random,8,1.0,distribution,norms,2.0,0.9559153232235592,0.003368736846550238,8,4.0,0.0,8,13.329498365511188,0.1184803472752079,8,13.944274553382236,0.12064499685546375,8,24.225084800738504,0.5145995841711839,8,41.296127618634614,0.8933238858672329,8,1.044961857650009,0.02219095913497335,8,0.0,0.0,8,0.04408467677644078,0.0033687368465502633,8,0.42420172276272694,0.010839910423211096,8,57.52651,2.7101348235729636,8,0.17199408874224373,0.022664633454660958,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9548839531509015,0.004445528687217679,8,12.800078255060715,0.10659805357163353,8,13.849652526420494,0.20561802342146548,8	154	50,random,8,1.0,distribution,norms,2.0,0.9559153232235592,0.003368736846550238,8,4.0,0.0,8,13.329498365511188,0.1184803472752079,8,13.944274553382236,0.12064499685546375,8,24.225084800738504,0.5145995841711839,8,41.296127618634614,0.8933238858672329,8,1.044961857650009,0.02219095913497335,8,0.0,0.0,8,0.04408467677644078,0.0033687368465502633,8,0.42420172276272694,0.010839910423211096,8,57.52651,2.7101348235729636,8,0.17199408874224373,0.022664633454660958,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9548839531509015,0.004445528687217679,8,12.800078255060715,0.10659805357163353,8,13.849652526420494,0.20561802342146548,8
155	50,random,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.362326838628299,0.14038904197949711,8,15.362326838628299,0.14038904197949711,8,25.46777529345014,0.26332999237285676,8,39.268943008149165,0.401986963808701,8,1.00369778775598,0.005556303454118246,8,0.0,0.0,8,0.0,0.0,8,0.5538483365443486,0.003955150496846325,8,58.38425,1.111989593733425,8,0.17618133429114194,0.02127526661090894,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851985659586097,0.15214458179892393,8,15.892967614909795,0.2229569101200486,8	155	50,random,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.362326838628299,0.14038904197949711,8,15.362326838628299,0.14038904197949711,8,25.46777529345014,0.26332999237285676,8,39.268943008149165,0.401986963808701,8,1.00369778775598,0.005556303454118246,8,0.0,0.0,8,0.0,0.0,8,0.5538483365443486,0.003955150496846325,8,58.38425,1.111989593733425,8,0.17618133429114194,0.02127526661090894,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851985659586097,0.15214458179892393,8,15.892967614909795,0.2229569101200486,8
156	−50,random,8,1.0,network,central,0.5,0.06778301430302985,0.027343040478651985,8,8.0,0.0,8,14.90731902341243,0.16016562613464788,8,256.1456219603721,121.77681937150109,8,466.4161322291747,220.0139220473115,8,2.488061556110948,0.9803718550834702,8,2.572618669129162,0.2931840571822838,8,0.9322169856969701,0.027343040478651975,8,0.0,0.0,8,0.5987074073739018,0.007887821770374802,8,2.41386,1.2740662188666425,8,0.32808101708499615,0.06948004571912664,8,688.3125,60.296302599271016,8,0.13725942157845966,0.05910916296085833,8,0.0,0.0,8,14.973411477377617,0.2366988146827068,8,14.850177559845825,0.21559544362396035,8	156	+50,random,8,1.0,network,central,0.5,0.03031991279308608,0.007508512164074409,8,8.0,0.0,8,47.62927609364972,0.6406625045385915,8,1652.7271573103415,390.632308286094,8,2077.3585669161757,485.2886478544326,8,0.5058317742050595,0.12348722797564982,8,2.639226746068178,0.07551865596967379,8,0.9696800872069139,0.007508512164074439,8,0.0,0.0,8,0.27172236802188837,0.00654368657927986,8,-0.4758000000000001,0.36323046568260214,8,0.4259477675109888,0.04947103104905157,8,863.8125,60.296302599271016,8,0.061385784779913966,0.016949806520326512,8,0.0,0.0,8,47.89364590951047,0.9467952587308271,8,47.4007102393833,0.8623817744958414,8
157	−50,random,8,1.0,network,central,2.0,1.0,0.0,8,8.0,0.0,8,14.90731902341243,0.16016562613464788,8,14.90731902341243,0.16016562613464788,8,27.183597294663212,0.25910039241440386,8,36.78979524822277,0.3483772167350908,8,1.0068159885999046,0.0067938727080112836,8,0.0,0.0,8,0.0,0.0,8,0.5987074073739018,0.007887821770374802,8,48.021359999999994,1.3233996864353335,8,0.21594055145431063,0.023523475509165066,8,81.5125,2.233790820236178,8,1.0,0.0,8,1.0,0.0,8,14.973411477377617,0.2366988146827068,8,14.850177559845825,0.21559544362396035,8	157	+50,random,8,1.0,network,central,2.0,0.9927812328142003,0.01901901894680295,8,8.0,0.0,8,47.62927609364972,0.6406625045385915,8,47.99202414140802,1.1697866455611863,8,60.361806033796675,1.3194729665564546,8,16.573477529648038,0.3508930577090191,8,1.0390530263488527,0.018971164511736825,8,0.007218767185799703,0.019019018946802933,8,0.0,0.0,8,0.27172236802188837,0.00654368657927986,8,46.6017,1.6011248456007436,8,0.22035506770524285,0.0191800205745697,8,81.5125,2.233790820236178,8,0.990985987696514,0.022611019930493696,8,0.9946065989847716,0.015254841726105701,8,47.89364590951047,0.9467952587308271,8,47.4007102393833,0.8623817744958414,8
158	−50,random,8,1.0,network,federated,0.5,0.15950383488556716,0.05846646300964627,8,7.39746671657297,0.17277188382829056,8,14.90731902341243,0.16016562613464788,8,107.5635056630052,47.99021698858835,8,195.737498105506,86.2882762044954,8,5.85370437774422,2.099046701074496,8,2.068028716135717,0.21729910797999358,8,0.8404961651144328,0.05846646300964629,8,0.0,0.0,8,0.5987074073739018,0.007887821770374802,8,6.87636,2.73300872170476,8,0.36783831346340884,0.06099749861133234,8,449.43125,96.29904664080831,8,0.2474723445349175,0.0922817305536287,8,0.07372051707307267,0.03952115046958883,8,14.973411477377617,0.2366988146827068,8,14.850177559845825,0.21559544362396035,8	158	+50,random,8,1.0,network,federated,0.5,0.036342448520866086,0.009234504333583096,8,7.39746671657297,0.17277188382829056,8,44.368140740993425,1.1410375730580833,8,1285.1509613535081,297.427532382105,8,1638.7202530231536,369.9149024596126,8,0.6424098668427847,0.16623205797684903,8,2.5816644920727327,0.1063831638360646,8,0.9636575514791339,0.009234504333583101,8,0.0,0.0,8,0.2874531199036331,0.009402510984975623,8,-0.07726000000000006,0.4532591347121423,8,0.4070469418136747,0.053385623494014274,8,681.6348326785323,84.31117454471857,8,0.07361857995717802,0.020897647638185485,8,0.0,0.0,8,44.8812482803997,1.0840704893723319,8,43.89547169129938,1.5430740071125049,8
159	−50,random,8,1.0,network,federated,2.0,1.0,0.0,8,7.39746671657297,0.17277188382829056,8,14.90731902341243,0.16016562613464788,8,14.90731902341243,0.16016562613464788,8,27.183597294663212,0.25910039241440386,8,36.78979524822277,0.3483772167350908,8,1.0068159885999046,0.0067938727080112836,8,0.0,0.0,8,0.0,0.0,8,0.5987074073739018,0.007887821770374802,8,48.021359999999994,1.3233996864353335,8,0.21594055145431063,0.023523475509165066,8,69.35,4.675467891024383,8,1.0,0.0,8,1.0,0.0,8,14.973411477377617,0.2366988146827068,8,14.850177559845825,0.21559544362396035,8	159	+50,random,8,1.0,network,federated,2.0,0.9930781449282146,0.019102601458718223,8,7.39746671657297,0.17277188382829056,8,44.368140740993425,1.1410375730580833,8,44.690570917582626,1.3795859789047185,8,57.056809721049675,1.3938276102105487,8,17.53546042239317,0.4244161413864763,8,1.027523575966034,0.014276373538748843,8,0.006921855071785451,0.019102601458718196,8,0.0,0.0,8,0.2874531199036331,0.009402510984975623,8,46.72274,1.6107570404005684,8,0.22032397782009575,0.019198881866734265,8,69.35,4.675467891024383,8,0.9916125541125541,0.022727522553019252,8,0.9946065989847716,0.015254841726105701,8,44.8812482803997,1.0840704893723319,8,43.89547169129938,1.5430740071125049,8
160	50,random,8,1.0,network,none,2.0,0.8822327030559456,0.007103803756503726,8,4.0,0.0,8,14.0,0.0,8,15.869721318049978,0.12663830890474823,8,15.869721318049978,0.12663830890474823,8,63.01662164685326,0.5074145540359832,8,1.0547320669151046,0.02760797974788461,8,0.0,0.0,8,0.11776729694405438,0.007103803756503722,8,0.0,0.0,8,53.050290000000004,1.7542859742438122,8,0.19580056518736383,0.015887740197918013,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.8824915772103418,0.01728236596174317,8,14.0,0.0,8,14.0,0.0,8	160	50,random,8,1.0,network,none,2.0,0.8822327030559456,0.007103803756503726,8,4.0,0.0,8,14.0,0.0,8,15.869721318049978,0.12663830890474823,8,15.869721318049978,0.12663830890474823,8,63.01662164685326,0.5074145540359832,8,1.0547320669151046,0.02760797974788461,8,0.0,0.0,8,0.11776729694405438,0.007103803756503722,8,0.0,0.0,8,53.050290000000004,1.7542859742438122,8,0.19580056518736383,0.015887740197918013,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.8824915772103418,0.01728236596174317,8,14.0,0.0,8,14.0,0.0,8
161	50,random,8,1.0,network,norms,2.0,0.959151208494049,0.0064454918025121655,8,4.0,0.0,8,12.864577298488497,0.08245150634881893,8,13.413000562208829,0.12583202058973864,8,23.71512498931165,0.3631817946290309,8,42.17576003884456,0.6402906900039794,8,1.054769918374587,0.02704976410201317,8,0.0,0.0,8,0.04084879150595096,0.006445491802512159,8,0.4343305142046201,0.00765217413999583,8,57.36879,1.8048057611040305,8,0.1911565902132992,0.018700672979673896,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9614668046888798,0.008071047638258702,8,12.800078255060715,0.10659805357163353,8,12.929175094212171,0.15009703789396941,8	161	50,random,8,1.0,network,norms,2.0,0.959151208494049,0.0064454918025121655,8,4.0,0.0,8,12.864577298488497,0.08245150634881893,8,13.413000562208829,0.12583202058973864,8,23.71512498931165,0.3631817946290309,8,42.17576003884456,0.6402906900039794,8,1.054769918374587,0.02704976410201317,8,0.0,0.0,8,0.04084879150595096,0.006445491802512159,8,0.4343305142046201,0.00765217413999583,8,57.36879,1.8048057611040305,8,0.1911565902132992,0.018700672979673896,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9614668046888798,0.008071047638258702,8,12.800078255060715,0.10659805357163353,8,12.929175094212171,0.15009703789396941,8
162	50,random,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.841504304228149,0.07656066310157672,8,14.841504304228149,0.07656066310157672,8,24.77459866875326,0.3973287770541978,8,40.373135627861,0.6564975890349122,8,1.0057968281034733,0.005835662830517092,8,0.0,0.0,8,0.0,0.0,8,0.5623039502177762,0.0071076901474918155,8,59.48902,2.4152074805164965,8,0.18572136630267883,0.02711013990938385,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851985659586097,0.15214458179892393,8,14.829484173196233,0.0935792401978203,8	162	50,random,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.841504304228149,0.07656066310157672,8,14.841504304228149,0.07656066310157672,8,24.77459866875326,0.3973287770541978,8,40.373135627861,0.6564975890349122,8,1.0057968281034733,0.005835662830517092,8,0.0,0.0,8,0.0,0.0,8,0.5623039502177762,0.0071076901474918155,8,59.48902,2.4152074805164965,8,0.18572136630267883,0.02711013990938385,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851985659586097,0.15214458179892393,8,14.829484173196233,0.0935792401978203,8
163	−50,random,8,1.0,none,central,0.5,0.06744667981939206,0.0267869897907252,8,8.0,0.0,8,14.836311022953653,0.17384972326301357,8,252.29833555588118,108.99673995001824,8,462.56884582468376,207.22793488787556,8,2.4878436142908673,0.9721477867000315,8,2.572618669129162,0.2931840571822838,8,0.9325533201806079,0.02678698979072518,8,0.0,0.0,8,0.6003438996730776,0.007837309844657095,8,2.41626,1.2666737339752714,8,0.32808101708499615,0.06948004571912664,8,688.7,70.5693174930052,8,0.13725942157845966,0.05910916296085833,8,0.0,0.0,8,14.973411477377617,0.2366988146827068,8,14.703358052363843,0.1896918232002578,8	163	+50,random,8,1.0,none,central,0.5,0.030273470222705098,0.007310164959847942,8,8.0,0.0,8,47.345244091814614,0.6953988930520543,8,1637.109218819449,355.1131503391025,8,2061.7406284252834,449.05165056215316,8,0.5073059173856802,0.11998356641359378,8,2.639226746068178,0.07551865596967379,8,0.9697265297772949,0.007310164959847937,8,0.0,0.0,8,0.2730720192540149,0.006456104643528376,8,-0.4662,0.3453637472909645,8,0.4259477675109888,0.04947103104905157,8,864.2,70.5693174930052,8,0.061385784779913966,0.016949806520326512,8,0.0,0.0,8,47.89364590951047,0.9467952587308271,8,46.81343220945537,0.7587672928010312,8
164	−50,random,8,1.0,none,central,2.0,1.0,0.0,8,8.0,0.0,8,14.836311022953653,0.17384972326301357,8,14.836311022953653,0.17384972326301357,8,27.11949491765289,0.4951867640354549,8,36.88456979603523,0.6714617502058614,8,1.0014629388816645,0.004137816014745711,8,0.0,0.0,8,0.0,0.0,8,0.6003438996730776,0.007837309844657095,8,48.023759999999996,1.8033128893551122,8,0.19836257274536112,0.035026712332818594,8,81.5125,3.035710084030704,8,1.0,0.0,8,1.0,0.0,8,14.973411477377617,0.2366988146827068,8,14.703358052363843,0.1896918232002578,8	164	+50,random,8,1.0,none,central,2.0,0.9869769881793383,0.024669450340280518,8,8.0,0.0,8,47.345244091814614,0.6953988930520543,8,48.00431678873602,1.6873951535235778,8,60.45049708482728,1.814774420855084,8,16.555370876491356,0.4916731658199812,8,1.0348442306386967,0.01563848165211314,8,0.013023011820661677,0.02466945034028051,8,0.0,0.0,8,0.2730720192540149,0.006456104643528376,8,46.303799999999995,1.4513496391585705,8,0.20278785389015386,0.03361306703211237,8,81.5125,3.035710084030704,8,0.990985987696514,0.022611019930493696,8,0.9834659516807934,0.03084515139852313,8,47.89364590951047,0.9467952587308271,8,46.81343220945537,0.7587672928010312,8
165	−50,random,8,1.0,none,federated,0.5,0.137474548886116,0.048257880545045914,8,7.446641410161939,0.16416688123994114,8,14.836311022953653,0.17384972326301357,8,121.93444109531919,47.89893235676126,8,222.42792629308235,86.07079928550672,8,5.0571075462319035,1.7409599700527043,8,2.2300921709484967,0.2717103408925973,8,0.862525451113884,0.048257880545045914,8,0.0,0.0,8,0.6003438996730776,0.007837309844657095,8,5.80626,2.2705248115295786,8,0.3316060194629141,0.058688906484415354,8,460.64375,98.47368552598925,8,0.2474723445349175,0.0922817305536287,8,0.03067297205856234,0.024171866462251675,8,14.973411477377617,0.2366988146827068,8,14.703358052363843,0.1896918232002578,8	165	+50,random,8,1.0,none,federated,0.5,0.036318822458577524,0.009074633254884461,8,7.446641410161939,0.16416688123994114,8,44.35294975840577,0.9343494393133969,8,1281.2966100165797,281.69816040949274,8,1634.8659016862252,353.83646498482295,8,0.641428164861038,0.1601976151137647,8,2.5816644920727327,0.1063831638360646,8,0.9636811775414225,0.009074633254884472,8,0.0,0.0,8,0.28753688606153394,0.0077855636223502075,8,-0.07622000000000004,0.4376744146704751,8,0.4070469418136747,0.053385623494014274,8,692.8473326785324,85.85849221645172,8,0.07361857995717802,0.020897647638185485,8,0.0,0.0,8,44.8812482803997,1.0840704893723319,8,43.8422435188152,1.1301364334484907,8
166	−50,random,8,1.0,none,federated,2.0,1.0,0.0,8,7.446641410161939,0.16416688123994114,8,14.836311022953653,0.17384972326301357,8,14.836311022953653,0.17384972326301357,8,27.11949491765289,0.4951867640354549,8,36.88456979603523,0.6714617502058614,8,1.0014629388816645,0.004137816014745711,8,0.0,0.0,8,0.0,0.0,8,0.6003438996730776,0.007837309844657095,8,48.023759999999996,1.8033128893551122,8,0.19836257274536112,0.035026712332818594,8,70.2625,4.446808646980115,8,1.0,0.0,8,1.0,0.0,8,14.973411477377617,0.2366988146827068,8,14.703358052363843,0.1896918232002578,8	166	+50,random,8,1.0,none,federated,2.0,0.9881534587675737,0.023254763945989767,8,7.446641410161939,0.16416688123994114,8,44.35294975840577,0.9343494393133969,8,44.91271290185172,1.6296723434324794,8,57.34394792752326,1.7242539372153192,8,17.452418353682155,0.5242583904973898,8,1.0239774249392615,0.012687535949858388,8,0.011846541232426382,0.023254763945989788,8,0.0,0.0,8,0.28753688606153394,0.0077855636223502075,8,46.46128,1.48317800939161,8,0.2024104736614295,0.033789937830963956,8,70.2625,4.446808646980115,8,0.9916125541125541,0.022727522553019252,8,0.9851289228559597,0.027536643892223298,8,44.8812482803997,1.0840704893723319,8,43.8422435188152,1.1301364334484907,8
167	50,random,8,1.0,none,none,2.0,0.8806984635434445,0.009719408972967856,8,4.0,0.0,8,14.0,0.0,8,15.898166940537578,0.1753494676135603,8,15.898166940537578,0.1753494676135603,8,62.90703311024603,0.694243498069137,8,1.0449240778138686,0.021426082966947577,8,0.0,0.0,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,53.30158,2.6288826540349284,8,0.17453585232148353,0.02096787161471733,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.879248483113143,0.020002577651538667,8,14.0,0.0,8,14.0,0.0,8	167	50,random,8,1.0,none,none,2.0,0.8806984635434445,0.009719408972967856,8,4.0,0.0,8,14.0,0.0,8,15.898166940537578,0.1753494676135603,8,15.898166940537578,0.1753494676135603,8,62.90703311024603,0.694243498069137,8,1.0449240778138686,0.021426082966947577,8,0.0,0.0,8,0.11930153645655556,0.009719408972967886,8,0.0,0.0,8,53.30158,2.6288826540349284,8,0.17453585232148353,0.02096787161471733,8,0.0,0.0,8,0.8825287559904951,0.010559985583217564,8,0.879248483113143,0.020002577651538667,8,14.0,0.0,8,14.0,0.0,8
168	50,random,8,1.0,none,norms,2.0,0.9559153232235592,0.003368736846550238,8,4.0,0.0,8,12.823227114427954,0.09230874345187058,8,13.414718566601634,0.10278373690274843,8,23.6955288139579,0.48291473007738345,8,42.21755529681872,0.8693832852641559,8,1.044961857650009,0.02219095913497335,8,0.0,0.0,8,0.04408467677644078,0.0033687368465502633,8,0.43368263809584157,0.01139677272830876,8,57.5471,2.709667227560296,8,0.17199408874224373,0.022664633454660958,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9548839531509015,0.004445528687217679,8,12.800078255060715,0.10659805357163353,8,12.847623637705713,0.11535960837702072,8	168	50,random,8,1.0,none,norms,2.0,0.9559153232235592,0.003368736846550238,8,4.0,0.0,8,12.823227114427954,0.09230874345187058,8,13.414718566601634,0.10278373690274843,8,23.6955288139579,0.48291473007738345,8,42.21755529681872,0.8693832852641559,8,1.044961857650009,0.02219095913497335,8,0.0,0.0,8,0.04408467677644078,0.0033687368465502633,8,0.43368263809584157,0.01139677272830876,8,57.5471,2.709667227560296,8,0.17199408874224373,0.022664633454660958,8,0.0,0.0,8,0.9569754240740953,0.009256427245647425,8,0.9548839531509015,0.004445528687217679,8,12.800078255060715,0.10659805357163353,8,12.847623637705713,0.11535960837702072,8
169	50,random,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.842878770245523,0.11858577156012268,8,14.842878770245523,0.11858577156012268,8,24.948327225067363,0.26637874496083425,8,40.08680810415636,0.4239357665677582,8,1.00369778775598,0.005556303454118246,8,0.0,0.0,8,0.0,0.0,8,0.5653771595222301,0.003222510346541802,8,58.404830000000004,1.1131266850761303,8,0.17618133429114194,0.02127526661090894,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851985659586097,0.15214458179892393,8,14.834377339258102,0.19312124183407325,8	169	50,random,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.842878770245523,0.11858577156012268,8,14.842878770245523,0.11858577156012268,8,24.948327225067363,0.26637874496083425,8,40.08680810415636,0.4239357665677582,8,1.00369778775598,0.005556303454118246,8,0.0,0.0,8,0.0,0.0,8,0.5653771595222301,0.003222510346541802,8,58.404830000000004,1.1131266850761303,8,0.17618133429114194,0.02127526661090894,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851985659586097,0.15214458179892393,8,14.834377339258102,0.19312124183407325,8
170	−50,smallworld,2,0.0,distribution,central,0.5,0.06785323916337932,0.017564527043625947,8,8.0,0.0,8,16.0,0.0,8,255.88139658273357,92.45812919112241,8,452.8756780530125,169.384045420653,8,2.410379358079796,0.6471154661014885,8,2.5038583908655756,0.3976089077596401,8,0.9321467608366207,0.017564527043625943,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,2.42858,0.9294566024142432,8,0.31457136556626064,0.0641751358586998,8,701.7375,67.00590992058619,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	170	+50,smallworld,2,0.0,distribution,central,0.5,0.03800527205928656,0.006921300450001462,8,8.0,0.0,8,52.0,0.0,8,1413.1636307200342,285.30131766779164,8,1745.8531535914308,356.17476486659416,8,0.5917896830345726,0.10762638709572797,8,2.5687934557798604,0.19576192481978855,8,0.9619947279407135,0.006921300450001461,8,0.0,0.0,8,0.25263583122845357,0.004875373213169951,8,-0.23524000000000006,0.3323694660206577,8,0.37026738007085075,0.05208712367093107,8,875.421875,68.09853868463067,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
171	−50,smallworld,2,0.0,distribution,central,2.0,0.9695352664725668,0.03421235971771649,8,8.0,0.0,8,16.0,0.0,8,16.521426732590886,0.6051573417788452,8,29.14082509237735,0.908687084591773,8,34.34491045837689,1.0559353408152714,8,1.6932503104328367,0.05334619951272017,8,0.030464733527433188,0.03421235971771649,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,46.67108,1.6420133386616709,8,0.10767560106210088,0.01008063528642534,8,81.8625,2.7892331255331517,8,0.9741603938995441,0.031612221244653946,8,0.9648044991051961,0.04837307151243547,8,16.0,0.0,8,16.0,0.0,8	171	+50,smallworld,2,0.0,distribution,central,2.0,0.964002764996162,0.04125453315575348,8,8.0,0.0,8,52.0,0.0,8,54.03417867276343,2.4700255223249195,8,66.73155005755785,2.832178489985561,8,15.007685232299528,0.6001417179053732,8,1.7156173768798555,0.05112321510048041,8,0.03599723500383796,0.04125453315575349,8,0.0,0.0,8,0.25263583122845357,0.004875373213169951,8,45.21476,1.8430020166487677,8,0.11036298445169451,0.009734078667177676,8,81.8625,2.7892331255331517,8,0.9674736697709595,0.041760152522168525,8,0.9604422564044777,0.04783242522452784,8,52.0,0.0,8,52.0,0.0,8
172	−50,smallworld,2,0.0,distribution,federated,0.5,0.7106052642882993,0.2982641421691257,8,6.516759221549927,0.20381886503856075,8,16.0,0.0,8,27.917486353085867,15.447778598455598,8,49.066338027761645,26.71921677966476,8,25.106041087052752,10.41529936911614,8,2.1996524474270744,0.20720741393633604,8,0.2893947357117007,0.2982641421691257,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,33.748580000000004,14.201467199002463,8,0.13518792247398012,0.044566260935016346,8,123.23125,55.65640084803493,8,0.8514626928123046,0.19615661890000347,8,0.5688769802491176,0.4477174580702773,8,16.0,0.0,8,16.0,0.0,8	172	+50,smallworld,2,0.0,distribution,federated,0.5,0.06882722376598518,0.016843182022490754,8,6.516759221549927,0.20381886503856075,8,43.10055532929957,1.222913190231365,8,662.73854335402,179.3095276516885,8,850.5755782435843,231.02854760099567,8,1.2486596554676561,0.33044405856496073,8,2.4915443755335795,0.163300522903824,8,0.9311727762340148,0.016843182022490726,8,0.0,0.0,8,0.2933869772292154,0.007828921281756092,8,1.5713599999999999,0.8465507875406616,8,0.35706363885187253,0.09390166711180262,8,448.4154774202641,49.4905788819637,8,0.1298082399046519,0.022492432866817784,8,0.0075,0.021213203435596423,8,43.33969480657147,1.1053054400560234,8,42.85328440423344,1.4194707102236204,8
173	−50,smallworld,2,0.0,distribution,federated,2.0,0.9695352664725668,0.03421235971771649,8,6.516759221549927,0.20381886503856075,8,16.0,0.0,8,16.521426732590886,0.6051573417788452,8,29.14082509237735,0.908687084591773,8,34.34491045837689,1.0559353408152714,8,1.6932503104328367,0.05334619951272017,8,0.030464733527433188,0.03421235971771649,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,46.67108,1.6420133386616709,8,0.10767560106210088,0.01008063528642534,8,51.4875,4.272148171587686,8,0.9741603938995441,0.031612221244653946,8,0.9648044991051961,0.04837307151243547,8,16.0,0.0,8,16.0,0.0,8	173	+50,smallworld,2,0.0,distribution,federated,2.0,0.9687991062841098,0.035944719357197015,8,6.516759221549927,0.20381886503856075,8,43.10055532929957,1.222913190231365,8,44.55936593601621,2.456622856149239,8,57.189542462169285,2.7745313931952955,8,17.521674741005658,0.8482011131840472,8,1.7021633863527514,0.05489971443871156,8,0.031200893715890198,0.03594471935719702,8,0.0,0.0,8,0.2933869772292154,0.007828921281756092,8,45.74636,1.700651238756998,8,0.10801486619346874,0.010198275619273379,8,51.4875,4.272148171587686,8,0.9727069055274511,0.03340383374801379,8,0.9648044991051961,0.04837307151243547,8,43.33969480657147,1.1053054400560234,8,42.85328440423344,1.4194707102236204,8
174	50,smallworld,2,0.0,distribution,none,2.0,0.15419288009195442,0.034640089259348826,8,4.0,0.0,8,14.0,0.0,8,94.70087090892085,20.211046137619835,8,94.70087090892085,20.211046137619835,8,11.013777149425314,2.4742920899534875,8,2.630348509042542,0.08375053417273925,8,0.754127469360594,0.03881646835044919,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,8.67867,1.890467516326508,8,0.292032440665627,0.036312081592735516,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.059898521219287265,0.022032017231224194,8,14.0,0.0,8,14.0,0.0,8	174	50,smallworld,2,0.0,distribution,none,2.0,0.15419288009195442,0.034640089259348826,8,4.0,0.0,8,14.0,0.0,8,94.70087090892085,20.211046137619835,8,94.70087090892085,20.211046137619835,8,11.013777149425314,2.4742920899534875,8,2.630348509042542,0.08375053417273925,8,0.754127469360594,0.03881646835044919,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,8.67867,1.890467516326508,8,0.292032440665627,0.036312081592735516,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.059898521219287265,0.022032017231224194,8,14.0,0.0,8,14.0,0.0,8
175	50,smallworld,2,0.0,distribution,norms,2.0,0.16016762599843504,0.03538390003327988,8,4.0,0.0,8,14.0,0.0,8,91.09154242908956,19.341935929014504,8,155.8565792815865,32.372226540780325,8,6.6697110371997095,1.4163702775091627,8,2.635059415108358,0.08234033435160645,8,0.7956323876645666,0.039775703604953895,8,0.04419998633699844,0.00542155100562566,8,0.41617203893142823,0.00626910823668237,8,8.63867,1.9398728681466293,8,0.28759575086672445,0.03184121823358357,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06158552913657192,0.02154974094893033,8,14.0,0.0,8,14.0,0.0,8	175	50,smallworld,2,0.0,distribution,norms,2.0,0.16016762599843504,0.03538390003327988,8,4.0,0.0,8,14.0,0.0,8,91.09154242908956,19.341935929014504,8,155.8565792815865,32.372226540780325,8,6.6697110371997095,1.4163702775091627,8,2.635059415108358,0.08234033435160645,8,0.7956323876645666,0.039775703604953895,8,0.04419998633699844,0.00542155100562566,8,0.41617203893142823,0.00626910823668237,8,8.63867,1.9398728681466293,8,0.28759575086672445,0.03184121823358357,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06158552913657192,0.02154974094893033,8,14.0,0.0,8,14.0,0.0,8
176	50,smallworld,2,0.0,distribution,records,2.0,0.9795279577667535,0.009784693633833554,8,2.0,0.0,8,16.0,0.0,8,16.33582802535799,0.16356246771989638,8,26.508486513506377,0.35371191557517884,8,37.72961025322986,0.5004260307051905,8,1.69294418139575,0.05878132817244996,8,0.020472042233246474,0.00978469363383357,8,0.0,0.0,8,0.5377706665233031,0.0053102502471262915,8,57.9822,1.6610720212131487,8,0.10572869202178928,0.011217606608650134,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.9694024007974925,0.01403888386347187,8,16.0,0.0,8,16.0,0.0,8	176	50,smallworld,2,0.0,distribution,records,2.0,0.9795279577667535,0.009784693633833554,8,2.0,0.0,8,16.0,0.0,8,16.33582802535799,0.16356246771989638,8,26.508486513506377,0.35371191557517884,8,37.72961025322986,0.5004260307051905,8,1.69294418139575,0.05878132817244996,8,0.020472042233246474,0.00978469363383357,8,0.0,0.0,8,0.5377706665233031,0.0053102502471262915,8,57.9822,1.6610720212131487,8,0.10572869202178928,0.011217606608650134,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.9694024007974925,0.01403888386347187,8,16.0,0.0,8,16.0,0.0,8
177	−50,smallworld,2,0.0,network,central,0.5,0.06761900221465607,0.01777105915349715,8,8.0,0.0,8,16.0,0.0,8,257.8443836488894,96.6722931762886,8,454.83866511916835,173.57412496804704,8,2.40576636705251,0.651325829074352,8,2.5038583908655756,0.3976089077596401,8,0.9323809977853439,0.01777105915349718,8,0.0,0.0,8,0.5738878171183637,0.005502812651871207,8,2.42602,0.9328818623721105,8,0.31457136556626064,0.0641751358586998,8,706.0,50.25438857879553,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	177	+50,smallworld,2,0.0,network,central,0.5,0.03785090635557065,0.007104755754294455,8,8.0,0.0,8,52.0,0.0,8,1421.6117762769848,295.15305511659835,8,1754.301299148381,366.20830512550566,8,0.5898599636510915,0.10997947706898584,8,2.5687934557798604,0.19576192481978855,8,0.9621490936444294,0.007104755754294479,8,0.0,0.0,8,0.25191587642937674,0.0042459357919172516,8,-0.24356000000000005,0.3420246139847666,8,0.37026738007085075,0.05208712367093107,8,879.684375,52.19748717525313,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
178	−50,smallworld,2,0.0,network,central,2.0,0.8747831088216775,0.07486778665167305,8,8.0,0.0,8,16.0,0.0,8,18.41699038354725,1.6956940108577068,8,32.401945354468275,2.7529958846685414,8,31.046787832478607,2.4860631513505367,8,1.7442231523058507,0.029187592420043273,8,0.1252168911783224,0.07486778665167307,8,0.0,0.0,8,0.5738878171183637,0.005502812651871207,8,42.19852,3.2635117716087008,8,0.13811504050689463,0.022485775469256192,8,82.2625,2.452950118880181,8,0.9741603938995441,0.031612221244653946,8,0.7752134490573408,0.12302723588595012,8,16.0,0.0,8,16.0,0.0,8	178	+50,smallworld,2,0.0,network,central,2.0,0.8695596402252241,0.0809083047553118,8,8.0,0.0,8,52.0,0.0,8,60.30526427945534,6.216649441741985,8,74.39312714386232,7.418175993095163,8,13.548763294165473,1.2255416398508034,8,1.7629813014012043,0.02600646978929806,8,0.1304403597747758,0.08090830475531179,8,0.0,0.0,8,0.25191587642937674,0.0042459357919172516,8,40.75144,3.565341359252995,8,0.14037138203227761,0.026228245676684178,8,82.2625,2.452950118880181,8,0.9674736697709595,0.041760152522168525,8,0.7714558655706677,0.12172799022616043,8,52.0,0.0,8,52.0,0.0,8
179	−50,smallworld,2,0.0,network,federated,0.5,0.5824780442304016,0.23212243765766202,8,6.536734375898634,0.2407761712098799,8,16.0,0.0,8,31.859389153451634,13.502414245559223,8,55.969579707206634,23.317978151951138,8,20.655165135862994,8.186669865070572,8,2.1794547473196664,0.18385464412394883,8,0.41752195576959844,0.23212243765766208,8,0.0,0.0,8,0.5738878171183637,0.005502812651871207,8,27.73102,11.29145532809149,8,0.15993611189954773,0.03927111035750268,8,133.125,55.198414832312,8,0.8514626928123046,0.19615661890000347,8,0.31495681486821125,0.3303825868420715,8,16.0,0.0,8,16.0,0.0,8	179	+50,smallworld,2,0.0,network,federated,0.5,0.06803235552317306,0.01615716280095352,8,6.536734375898634,0.2407761712098799,8,43.22040625539181,1.4446570272592794,8,672.6024666211958,188.11796712162604,8,861.2020453570312,238.80917099739574,8,1.232511082243029,0.31466199707867626,8,2.49160156632205,0.16340763125717414,8,0.9319676444768269,0.01615716280095353,8,0.0,0.0,8,0.29202023127779486,0.008868296205612981,8,1.5304,0.7990909944251835,8,0.3560890706190772,0.09128843476989633,8,456.2217274202641,48.601107353832276,8,0.1298082399046519,0.022492432866817784,8,0.006361323155216285,0.017992538961489758,8,43.33969480657147,1.1053054400560234,8,43.09949180867869,1.8711285356187186,8
180	−50,smallworld,2,0.0,network,federated,2.0,0.8747831088216775,0.07486778665167305,8,6.536734375898634,0.2407761712098799,8,16.0,0.0,8,18.41699038354725,1.6956940108577068,8,32.401945354468275,2.7529958846685414,8,31.046787832478607,2.4860631513505367,8,1.7442231523058507,0.029187592420043273,8,0.1252168911783224,0.07486778665167307,8,0.0,0.0,8,0.5738878171183637,0.005502812651871207,8,42.19852,3.2635117716087008,8,0.13811504050689463,0.022485775469256192,8,52.175,5.078315243689164,8,0.9741603938995441,0.031612221244653946,8,0.7752134490573408,0.12302723588595012,8,16.0,0.0,8,16.0,0.0,8	180	+50,smallworld,2,0.0,network,federated,2.0,0.8740469486332205,0.07636022207162325,8,6.536734375898634,0.2407761712098799,8,43.22040625539181,1.4446570272592794,8,49.8666077141676,5.6375661012801315,8,63.8673852295563,6.717287092556441,8,15.80158406945571,1.5730758930386357,8,1.7535423126594993,0.02740253080890015,8,0.12595305136677942,0.0763602220716233,8,0.0,0.0,8,0.29202023127779486,0.008868296205612981,8,41.2654,3.365680354095267,8,0.13859590178351042,0.023201514724620346,8,52.175,5.078315243689164,8,0.9727069055274511,0.03340383374801379,8,0.7752134490573408,0.12302723588595012,8,43.33969480657147,1.1053054400560234,8,43.09949180867869,1.8711285356187186,8
181	50,smallworld,2,0.0,network,none,2.0,0.1575780905331919,0.05001446495442094,8,4.0,0.0,8,14.0,0.0,8,96.30784127445305,29.687008067215544,8,96.30784127445305,29.687008067215544,8,11.255577895227994,3.5724617824586393,8,2.614065216091856,0.08538564606903573,8,0.7533757001329108,0.05437661779561199,8,0.08904620933389734,0.010009768552086323,8,0.0,0.0,8,8.658819999999999,2.5472421811834063,8,0.3180906575457592,0.03152527589354062,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.06253033342485959,0.04963372330333532,8,14.0,0.0,8,14.0,0.0,8	181	50,smallworld,2,0.0,network,none,2.0,0.1575780905331919,0.05001446495442094,8,4.0,0.0,8,14.0,0.0,8,96.30784127445305,29.687008067215544,8,96.30784127445305,29.687008067215544,8,11.255577895227994,3.5724617824586393,8,2.614065216091856,0.08538564606903573,8,0.7533757001329108,0.05437661779561199,8,0.08904620933389734,0.010009768552086323,8,0.0,0.0,8,8.658819999999999,2.5472421811834063,8,0.3180906575457592,0.03152527589354062,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.06253033342485959,0.04963372330333532,8,14.0,0.0,8,14.0,0.0,8
182	50,smallworld,2,0.0,network,norms,2.0,0.1650044551207506,0.052665491261543455,8,4.0,0.0,8,14.0,0.0,8,91.97311060869933,28.133193290655107,8,158.16433494631684,45.77855151334607,8,6.797583284116341,2.0441210895460147,8,2.6166764797792457,0.07982720780753334,8,0.7943053417834021,0.05537822973439272,8,0.04069020309584741,0.00612301922147017,8,0.4207358553774762,0.009964367887698814,8,8.693819999999999,2.6868036003293683,8,0.3125897432320896,0.029271235800594934,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06693581446635573,0.054677413329101705,8,14.0,0.0,8,14.0,0.0,8	182	50,smallworld,2,0.0,network,norms,2.0,0.1650044551207506,0.052665491261543455,8,4.0,0.0,8,14.0,0.0,8,91.97311060869933,28.133193290655107,8,158.16433494631684,45.77855151334607,8,6.797583284116341,2.0441210895460147,8,2.6166764797792457,0.07982720780753334,8,0.7943053417834021,0.05537822973439272,8,0.04069020309584741,0.00612301922147017,8,0.4207358553774762,0.009964367887698814,8,8.693819999999999,2.6868036003293683,8,0.3125897432320896,0.029271235800594934,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06693581446635573,0.054677413329101705,8,14.0,0.0,8,14.0,0.0,8
183	50,smallworld,2,0.0,network,records,2.0,0.9035378858923275,0.04752474904956678,8,2.0,0.0,8,16.0,0.0,8,17.7511492026447,0.9351741712370305,8,28.960948483738967,1.517351806358407,8,34.61345672178324,1.8380374045156729,8,1.7264884350310654,0.04593708995022293,8,0.09646211410767241,0.04752474904956677,8,0.0,0.0,8,0.5402608268388336,0.006410179429740731,8,52.658500000000004,3.2166556033246714,8,0.13467779710984054,0.011565300630264602,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.8189642598004252,0.08252911299083618,8,16.0,0.0,8,16.0,0.0,8	183	50,smallworld,2,0.0,network,records,2.0,0.9035378858923275,0.04752474904956678,8,2.0,0.0,8,16.0,0.0,8,17.7511492026447,0.9351741712370305,8,28.960948483738967,1.517351806358407,8,34.61345672178324,1.8380374045156729,8,1.7264884350310654,0.04593708995022293,8,0.09646211410767241,0.04752474904956677,8,0.0,0.0,8,0.5402608268388336,0.006410179429740731,8,52.658500000000004,3.2166556033246714,8,0.13467779710984054,0.011565300630264602,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.8189642598004252,0.08252911299083618,8,16.0,0.0,8,16.0,0.0,8
184	−50,smallworld,2,0.0,none,central,0.5,0.06785323916337932,0.017564527043625947,8,8.0,0.0,8,16.0,0.0,8,255.88139658273357,92.45812919112241,8,452.8756780530125,169.384045420653,8,2.410379358079796,0.6471154661014885,8,2.5038583908655756,0.3976089077596401,8,0.9321467608366207,0.017564527043625943,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,2.42858,0.9294566024142432,8,0.31457136556626064,0.0641751358586998,8,701.7375,67.00590992058619,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	184	+50,smallworld,2,0.0,none,central,0.5,0.03800527205928656,0.006921300450001462,8,8.0,0.0,8,52.0,0.0,8,1413.1636307200342,285.30131766779164,8,1745.8531535914308,356.17476486659416,8,0.5917896830345726,0.10762638709572797,8,2.5687934557798604,0.19576192481978855,8,0.9619947279407135,0.006921300450001461,8,0.0,0.0,8,0.25263583122845357,0.004875373213169951,8,-0.23524000000000006,0.3323694660206577,8,0.37026738007085075,0.05208712367093107,8,875.421875,68.09853868463067,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
185	−50,smallworld,2,0.0,none,central,2.0,0.9695352664725668,0.03421235971771649,8,8.0,0.0,8,16.0,0.0,8,16.521426732590886,0.6051573417788452,8,29.14082509237735,0.908687084591773,8,34.34491045837689,1.0559353408152714,8,1.6932503104328367,0.05334619951272017,8,0.030464733527433188,0.03421235971771649,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,46.67108,1.6420133386616709,8,0.10767560106210088,0.01008063528642534,8,81.8625,2.7892331255331517,8,0.9741603938995441,0.031612221244653946,8,0.9648044991051961,0.04837307151243547,8,16.0,0.0,8,16.0,0.0,8	185	+50,smallworld,2,0.0,none,central,2.0,0.964002764996162,0.04125453315575348,8,8.0,0.0,8,52.0,0.0,8,54.03417867276343,2.4700255223249195,8,66.73155005755785,2.832178489985561,8,15.007685232299528,0.6001417179053732,8,1.7156173768798555,0.05112321510048041,8,0.03599723500383796,0.04125453315575349,8,0.0,0.0,8,0.25263583122845357,0.004875373213169951,8,45.21476,1.8430020166487677,8,0.11036298445169451,0.009734078667177676,8,81.8625,2.7892331255331517,8,0.9674736697709595,0.041760152522168525,8,0.9604422564044777,0.04783242522452784,8,52.0,0.0,8,52.0,0.0,8
186	−50,smallworld,2,0.0,none,federated,0.5,0.7106052642882993,0.2982641421691257,8,6.516759221549927,0.20381886503856075,8,16.0,0.0,8,27.917486353085867,15.447778598455598,8,49.066338027761645,26.71921677966476,8,25.106041087052752,10.41529936911614,8,2.1996524474270744,0.20720741393633604,8,0.2893947357117007,0.2982641421691257,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,33.748580000000004,14.201467199002463,8,0.13518792247398012,0.044566260935016346,8,123.23125,55.65640084803493,8,0.8514626928123046,0.19615661890000347,8,0.5688769802491176,0.4477174580702773,8,16.0,0.0,8,16.0,0.0,8	186	+50,smallworld,2,0.0,none,federated,0.5,0.06882722376598518,0.016843182022490754,8,6.516759221549927,0.20381886503856075,8,43.10055532929957,1.222913190231365,8,662.73854335402,179.3095276516885,8,850.5755782435843,231.02854760099567,8,1.2486596554676561,0.33044405856496073,8,2.4915443755335795,0.163300522903824,8,0.9311727762340148,0.016843182022490726,8,0.0,0.0,8,0.2933869772292154,0.007828921281756092,8,1.5713599999999999,0.8465507875406616,8,0.35706363885187253,0.09390166711180262,8,448.4154774202641,49.4905788819637,8,0.1298082399046519,0.022492432866817784,8,0.0075,0.021213203435596423,8,43.33969480657147,1.1053054400560234,8,42.85328440423344,1.4194707102236204,8
187	−50,smallworld,2,0.0,none,federated,2.0,0.9695352664725668,0.03421235971771649,8,6.516759221549927,0.20381886503856075,8,16.0,0.0,8,16.521426732590886,0.6051573417788452,8,29.14082509237735,0.908687084591773,8,34.34491045837689,1.0559353408152714,8,1.6932503104328367,0.05334619951272017,8,0.030464733527433188,0.03421235971771649,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,46.67108,1.6420133386616709,8,0.10767560106210088,0.01008063528642534,8,51.4875,4.272148171587686,8,0.9741603938995441,0.031612221244653946,8,0.9648044991051961,0.04837307151243547,8,16.0,0.0,8,16.0,0.0,8	187	+50,smallworld,2,0.0,none,federated,2.0,0.9687991062841098,0.035944719357197015,8,6.516759221549927,0.20381886503856075,8,43.10055532929957,1.222913190231365,8,44.55936593601621,2.456622856149239,8,57.189542462169285,2.7745313931952955,8,17.521674741005658,0.8482011131840472,8,1.7021633863527514,0.05489971443871156,8,0.031200893715890198,0.03594471935719702,8,0.0,0.0,8,0.2933869772292154,0.007828921281756092,8,45.74636,1.700651238756998,8,0.10801486619346874,0.010198275619273379,8,51.4875,4.272148171587686,8,0.9727069055274511,0.03340383374801379,8,0.9648044991051961,0.04837307151243547,8,43.33969480657147,1.1053054400560234,8,42.85328440423344,1.4194707102236204,8
188	50,smallworld,2,0.0,none,none,2.0,0.15419288009195442,0.034640089259348826,8,4.0,0.0,8,14.0,0.0,8,94.70087090892085,20.211046137619835,8,94.70087090892085,20.211046137619835,8,11.013777149425314,2.4742920899534875,8,2.630348509042542,0.08375053417273925,8,0.754127469360594,0.03881646835044919,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,8.67867,1.890467516326508,8,0.292032440665627,0.036312081592735516,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.059898521219287265,0.022032017231224194,8,14.0,0.0,8,14.0,0.0,8	188	50,smallworld,2,0.0,none,none,2.0,0.15419288009195442,0.034640089259348826,8,4.0,0.0,8,14.0,0.0,8,94.70087090892085,20.211046137619835,8,94.70087090892085,20.211046137619835,8,11.013777149425314,2.4742920899534875,8,2.630348509042542,0.08375053417273925,8,0.754127469360594,0.03881646835044919,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,8.67867,1.890467516326508,8,0.292032440665627,0.036312081592735516,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.059898521219287265,0.022032017231224194,8,14.0,0.0,8,14.0,0.0,8
189	50,smallworld,2,0.0,none,norms,2.0,0.16016762599843504,0.03538390003327988,8,4.0,0.0,8,14.0,0.0,8,91.09154242908956,19.341935929014504,8,155.8565792815865,32.372226540780325,8,6.6697110371997095,1.4163702775091627,8,2.635059415108358,0.08234033435160645,8,0.7956323876645666,0.039775703604953895,8,0.04419998633699844,0.00542155100562566,8,0.41617203893142823,0.00626910823668237,8,8.63867,1.9398728681466293,8,0.28759575086672445,0.03184121823358357,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06158552913657192,0.02154974094893033,8,14.0,0.0,8,14.0,0.0,8	189	50,smallworld,2,0.0,none,norms,2.0,0.16016762599843504,0.03538390003327988,8,4.0,0.0,8,14.0,0.0,8,91.09154242908956,19.341935929014504,8,155.8565792815865,32.372226540780325,8,6.6697110371997095,1.4163702775091627,8,2.635059415108358,0.08234033435160645,8,0.7956323876645666,0.039775703604953895,8,0.04419998633699844,0.00542155100562566,8,0.41617203893142823,0.00626910823668237,8,8.63867,1.9398728681466293,8,0.28759575086672445,0.03184121823358357,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06158552913657192,0.02154974094893033,8,14.0,0.0,8,14.0,0.0,8
190	50,smallworld,2,0.0,none,records,2.0,0.9795279577667535,0.009784693633833554,8,2.0,0.0,8,16.0,0.0,8,16.33582802535799,0.16356246771989638,8,26.508486513506377,0.35371191557517884,8,37.72961025322986,0.5004260307051905,8,1.69294418139575,0.05878132817244996,8,0.020472042233246474,0.00978469363383357,8,0.0,0.0,8,0.5377706665233031,0.0053102502471262915,8,57.9822,1.6610720212131487,8,0.10572869202178928,0.011217606608650134,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.9694024007974925,0.01403888386347187,8,16.0,0.0,8,16.0,0.0,8	190	50,smallworld,2,0.0,none,records,2.0,0.9795279577667535,0.009784693633833554,8,2.0,0.0,8,16.0,0.0,8,16.33582802535799,0.16356246771989638,8,26.508486513506377,0.35371191557517884,8,37.72961025322986,0.5004260307051905,8,1.69294418139575,0.05878132817244996,8,0.020472042233246474,0.00978469363383357,8,0.0,0.0,8,0.5377706665233031,0.0053102502471262915,8,57.9822,1.6610720212131487,8,0.10572869202178928,0.011217606608650134,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.9694024007974925,0.01403888386347187,8,16.0,0.0,8,16.0,0.0,8
191	−50,smallworld,2,1.0,distribution,central,0.5,0.06785323916337932,0.017564527043625947,8,8.0,0.0,8,15.396801089786099,0.0749803781625169,8,246.19410637983515,89.08012817241749,8,443.1883878501141,165.9954477239154,8,2.462599749275004,0.658718037435031,8,2.5038583908655756,0.3976089077596401,8,0.9321467608366207,0.017564527043625943,8,0.0,0.0,8,0.5873630022446954,0.007076018460565791,8,2.4483,0.9290907055826142,8,0.31457136556626064,0.0641751358586998,8,701.7375,67.00590992058619,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,14.943555181422864,0.1193287271772584,8,15.855572723799224,0.17277742722563227,8	191	+50,smallworld,2,1.0,distribution,central,0.5,0.03800527205928656,0.006921300450001462,8,8.0,0.0,8,49.587204359144394,0.2999215126500676,8,1347.5272653408065,271.32679064358956,8,1680.216788212203,342.1288661150131,8,0.614897647946034,0.11208874886961878,8,2.5687934557798604,0.19576192481978855,8,0.9619947279407135,0.006921300450001461,8,0.0,0.0,8,0.26250727766745763,0.005648685656125993,8,-0.15636000000000005,0.3325747891828242,8,0.37026738007085075,0.05208712367093107,8,875.421875,68.09853868463067,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,47.77422072569146,0.4773149087090336,8,51.422290895196895,0.691109708902529,8
192	−50,smallworld,2,1.0,distribution,central,2.0,0.9695352664725668,0.03421235971771649,8,8.0,0.0,8,15.396801089786099,0.0749803781625169,8,15.899488363469608,0.6166841449449156,8,28.518886723256077,0.909521038753602,8,35.095214972001294,1.1021381441352898,8,1.6932503104328367,0.05334619951272017,8,0.030464733527433188,0.03421235971771649,8,0.0,0.0,8,0.5873630022446954,0.007076018460565791,8,46.690799999999996,1.6422303289994704,8,0.10767560106210088,0.01008063528642534,8,81.8625,2.7892331255331517,8,0.9741603938995441,0.031612221244653946,8,0.9648044991051961,0.04837307151243547,8,14.943555181422864,0.1193287271772584,8,15.855572723799224,0.17277742722563227,8	192	+50,smallworld,2,1.0,distribution,central,2.0,0.964002764996162,0.04125453315575348,8,8.0,0.0,8,49.587204359144394,0.2999215126500676,8,51.53157299585357,2.4969771450637133,8,64.22894438064799,2.8458457733098497,8,15.594410655513295,0.6481155214383838,8,1.7156173768798555,0.05112321510048041,8,0.03599723500383796,0.04125453315575349,8,0.0,0.0,8,0.26250727766745763,0.005648685656125993,8,45.293639999999996,1.844203968142968,8,0.11036298445169451,0.009734078667177676,8,81.8625,2.7892331255331517,8,0.9674736697709595,0.041760152522168525,8,0.9604422564044777,0.04783242522452784,8,47.77422072569146,0.4773149087090336,8,51.422290895196895,0.691109708902529,8
193	−50,smallworld,2,1.0,distribution,federated,0.5,0.7106052642882993,0.2982641421691257,8,6.516759221549927,0.20381886503856075,8,15.396801089786099,0.0749803781625169,8,26.86125704757681,14.857598596556041,8,48.01010872225259,26.127180559387444,8,25.649294868034094,10.627824256906306,8,2.1996524474270744,0.20720741393633604,8,0.2893947357117007,0.2982641421691257,8,0.0,0.0,8,0.5873630022446954,0.007076018460565791,8,33.7683,14.200778648542983,8,0.13518792247398012,0.044566260935016346,8,123.23125,55.65640084803493,8,0.8514626928123046,0.19615661890000347,8,0.5688769802491176,0.4477174580702773,8,14.943555181422864,0.1193287271772584,8,15.855572723799224,0.17277742722563227,8	193	+50,smallworld,2,1.0,distribution,federated,0.5,0.06882722376598518,0.016843182022490754,8,6.516759221549927,0.20381886503856075,8,41.134239421525045,1.1038871178128227,8,632.5928621915493,171.45949582304362,8,820.4298970811137,223.17070475769702,8,1.2946730373721516,0.34263717919577036,8,2.4915443755335795,0.163300522903824,8,0.9311727762340148,0.016843182022490726,8,0.0,0.0,8,0.3041855734738087,0.008038874987999491,8,1.63566,0.8461506030083702,8,0.35706363885187253,0.09390166711180262,8,448.4154774202641,49.4905788819637,8,0.1298082399046519,0.022492432866817784,8,0.0075,0.021213203435596423,8,39.873019942349245,0.8605281844568308,8,42.40453485616273,1.4946011987016474,8
194	−50,smallworld,2,1.0,distribution,federated,2.0,0.9695352664725668,0.03421235971771649,8,6.516759221549927,0.20381886503856075,8,15.396801089786099,0.0749803781625169,8,15.899488363469608,0.6166841449449156,8,28.518886723256077,0.909521038753602,8,35.095214972001294,1.1021381441352898,8,1.6932503104328367,0.05334619951272017,8,0.030464733527433188,0.03421235971771649,8,0.0,0.0,8,0.5873630022446954,0.007076018460565791,8,46.690799999999996,1.6422303289994704,8,0.10767560106210088,0.01008063528642534,8,51.4875,4.272148171587686,8,0.9741603938995441,0.031612221244653946,8,0.9648044991051961,0.04837307151243547,8,14.943555181422864,0.1193287271772584,8,15.855572723799224,0.17277742722563227,8	194	+50,smallworld,2,1.0,distribution,federated,2.0,0.9687991062841098,0.035944719357197015,8,6.516759221549927,0.20381886503856075,8,41.134239421525045,1.1038871178128227,8,42.52828220349635,2.3513518535369675,8,55.158458729649425,2.6655895334302646,8,18.16650095345562,0.874240460009289,8,1.7021633863527514,0.05489971443871156,8,0.031200893715890198,0.03594471935719702,8,0.0,0.0,8,0.3041855734738087,0.008038874987999491,8,45.81066,1.6998190450246673,8,0.10801486619346874,0.010198275619273379,8,51.4875,4.272148171587686,8,0.9727069055274511,0.03340383374801379,8,0.9648044991051961,0.04837307151243547,8,39.873019942349245,0.8605281844568308,8,42.40453485616273,1.4946011987016474,8
195	50,smallworld,2,1.0,distribution,none,2.0,0.15419288009195442,0.034640089259348826,8,4.0,0.0,8,14.0,0.0,8,94.70087090892085,20.211046137619835,8,94.70087090892085,20.211046137619835,8,11.013777149425314,2.4742920899534875,8,2.630348509042542,0.08375053417273925,8,0.754127469360594,0.03881646835044919,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,8.67867,1.890467516326508,8,0.292032440665627,0.036312081592735516,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.059898521219287265,0.022032017231224194,8,14.0,0.0,8,14.0,0.0,8	195	50,smallworld,2,1.0,distribution,none,2.0,0.15419288009195442,0.034640089259348826,8,4.0,0.0,8,14.0,0.0,8,94.70087090892085,20.211046137619835,8,94.70087090892085,20.211046137619835,8,11.013777149425314,2.4742920899534875,8,2.630348509042542,0.08375053417273925,8,0.754127469360594,0.03881646835044919,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,8.67867,1.890467516326508,8,0.292032440665627,0.036312081592735516,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.059898521219287265,0.022032017231224194,8,14.0,0.0,8,14.0,0.0,8
196	50,smallworld,2,1.0,distribution,norms,2.0,0.16016762599843504,0.03538390003327988,8,4.0,0.0,8,13.420538834805557,0.09521283918337121,8,87.2944420347603,18.335089559966832,8,152.05947888725723,31.341723248874505,8,6.8339584092632695,1.4489685702201687,8,2.635059415108358,0.08234033435160645,8,0.7956323876645666,0.039775703604953895,8,0.04419998633699844,0.00542155100562566,8,0.42648405532352957,0.006982574370485228,8,8.66188,1.938920273554331,8,0.28759575086672445,0.03184121823358357,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06158552913657192,0.02154974094893033,8,12.82344471792554,0.15097453396158525,8,13.990611707702962,0.17688692620331536,8	196	50,smallworld,2,1.0,distribution,norms,2.0,0.16016762599843504,0.03538390003327988,8,4.0,0.0,8,13.420538834805557,0.09521283918337121,8,87.2944420347603,18.335089559966832,8,152.05947888725723,31.341723248874505,8,6.8339584092632695,1.4489685702201687,8,2.635059415108358,0.08234033435160645,8,0.7956323876645666,0.039775703604953895,8,0.04419998633699844,0.00542155100562566,8,0.42648405532352957,0.006982574370485228,8,8.66188,1.938920273554331,8,0.28759575086672445,0.03184121823358357,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06158552913657192,0.02154974094893033,8,12.82344471792554,0.15097453396158525,8,13.990611707702962,0.17688692620331536,8
197	50,smallworld,2,1.0,distribution,records,2.0,0.9795279577667535,0.009784693633833554,8,2.0,0.0,8,15.403188270617406,0.11271086820255534,8,15.726109626658655,0.15549849840799737,8,25.898768114807037,0.3578714152225629,8,38.618273339427205,0.5292520293261291,8,1.69294418139575,0.05878132817244996,8,0.020472042233246474,0.00978469363383357,8,0.0,0.0,8,0.5504335248005443,0.005354442678150979,8,58.0062,1.661987457680024,8,0.10572869202178928,0.011217606608650134,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.9694024007974925,0.01403888386347187,8,14.839880137541092,0.11944283751258479,8,15.936977955465947,0.20665641684855032,8	197	50,smallworld,2,1.0,distribution,records,2.0,0.9795279577667535,0.009784693633833554,8,2.0,0.0,8,15.403188270617406,0.11271086820255534,8,15.726109626658655,0.15549849840799737,8,25.898768114807037,0.3578714152225629,8,38.618273339427205,0.5292520293261291,8,1.69294418139575,0.05878132817244996,8,0.020472042233246474,0.00978469363383357,8,0.0,0.0,8,0.5504335248005443,0.005354442678150979,8,58.0062,1.661987457680024,8,0.10572869202178928,0.011217606608650134,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.9694024007974925,0.01403888386347187,8,14.839880137541092,0.11944283751258479,8,15.936977955465947,0.20665641684855032,8
198	−50,smallworld,2,1.0,network,central,0.5,0.06761900221465607,0.01777105915349715,8,8.0,0.0,8,14.925413772479686,0.14665924377891568,8,240.39373652744666,89.70376366737925,8,437.38801799772557,166.58784460262748,8,2.500803258788225,0.6756344649317513,8,2.5038583908655756,0.3976089077596401,8,0.9323809977853439,0.01777105915349718,8,0.0,0.0,8,0.596666434495648,0.006527962432582033,8,2.46137,0.9326914648325182,8,0.31457136556626064,0.0641751358586998,8,706.0,50.25438857879553,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,14.943555181422864,0.1193287271772584,8,14.907711185843556,0.19981533276267305,8	198	+50,smallworld,2,1.0,network,central,0.5,0.03785090635557065,0.007104755754294455,8,8.0,0.0,8,47.701655089918745,0.5866369751156627,8,1305.3971571127847,278.345677825862,8,1638.0866799841813,349.35352015410075,8,0.6327660385964238,0.12123991088842707,8,2.5687934557798604,0.19576192481978855,8,0.9621490936444294,0.007104755754294479,8,0.0,0.0,8,0.2700265769661805,0.005397601731028327,8,-0.10216000000000003,0.35142859595818726,8,0.37026738007085075,0.05208712367093107,8,879.684375,52.19748717525313,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,47.77422072569146,0.4773149087090336,8,47.630844743374226,0.7992613310506922,8
199	−50,smallworld,2,1.0,network,central,2.0,0.8747831088216775,0.07486778665167305,8,8.0,0.0,8,14.925413772479686,0.14665924377891568,8,17.181830501980834,1.6176913848784755,8,31.166785472901854,2.6713448825685973,8,32.27995727818868,2.5990049597298928,8,1.7442231523058507,0.029187592420043273,8,0.1252168911783224,0.07486778665167307,8,0.0,0.0,8,0.596666434495648,0.006527962432582033,8,42.233869999999996,3.263835307031985,8,0.13811504050689463,0.022485775469256192,8,82.2625,2.452950118880181,8,0.9741603938995441,0.031612221244653946,8,0.7752134490573408,0.12302723588595012,8,14.943555181422864,0.1193287271772584,8,14.907711185843556,0.19981533276267305,8	199	+50,smallworld,2,1.0,network,central,2.0,0.8695596402252241,0.0809083047553118,8,8.0,0.0,8,47.701655089918745,0.5866369751156627,8,55.330951072232864,5.881804212393256,8,69.41881393663984,7.077157696144353,8,14.524248623529623,1.3366588484304585,8,1.7629813014012043,0.02600646978929806,8,0.1304403597747758,0.08090830475531179,8,0.0,0.0,8,0.2700265769661805,0.005397601731028327,8,40.89284,3.567534771207064,8,0.14037138203227761,0.026228245676684178,8,82.2625,2.452950118880181,8,0.9674736697709595,0.041760152522168525,8,0.7714558655706677,0.12172799022616043,8,47.77422072569146,0.4773149087090336,8,47.630844743374226,0.7992613310506922,8
200	−50,smallworld,2,1.0,network,federated,0.5,0.5824780442304016,0.23212243765766202,8,6.536734375898634,0.2407761712098799,8,14.925413772479686,0.14665924377891568,8,29.710746661913284,12.629950767403486,8,53.82093721566828,22.441499828418895,8,21.46194276793055,8.449053687829808,8,2.1794547473196664,0.18385464412394883,8,0.41752195576959844,0.23212243765766208,8,0.0,0.0,8,0.596666434495648,0.006527962432582033,8,27.766370000000002,11.289805925068611,8,0.15993611189954773,0.03927111035750268,8,133.125,55.198414832312,8,0.8514626928123046,0.19615661890000347,8,0.31495681486821125,0.3303825868420715,8,14.943555181422864,0.1193287271772584,8,14.907711185843556,0.19981533276267305,8	200	+50,smallworld,2,1.0,network,federated,0.5,0.06803235552317306,0.01615716280095352,8,6.536734375898634,0.2407761712098799,8,39.692134234924005,1.0860100526741117,8,617.3576976730469,171.57361211716375,8,805.9572764088823,222.28132606107565,8,1.315055141982688,0.3281215194123404,8,2.49160156632205,0.16340763125717414,8,0.9319676444768269,0.01615716280095353,8,0.0,0.0,8,0.3118216219224089,0.008074416104754787,8,1.64645,0.7906687385100937,8,0.3560890706190772,0.09128843476989633,8,456.2217274202641,48.601107353832276,8,0.1298082399046519,0.022492432866817784,8,0.006361323155216285,0.017992538961489758,8,39.873019942349245,0.8605281844568308,8,39.51069000538663,1.4495621954337943,8
201	−50,smallworld,2,1.0,network,federated,2.0,0.8747831088216775,0.07486778665167305,8,6.536734375898634,0.2407761712098799,8,14.925413772479686,0.14665924377891568,8,17.181830501980834,1.6176913848784755,8,31.166785472901854,2.6713448825685973,8,32.27995727818868,2.5990049597298928,8,1.7442231523058507,0.029187592420043273,8,0.1252168911783224,0.07486778665167307,8,0.0,0.0,8,0.596666434495648,0.006527962432582033,8,42.233869999999996,3.263835307031985,8,0.13811504050689463,0.022485775469256192,8,52.175,5.078315243689164,8,0.9741603938995441,0.031612221244653946,8,0.7752134490573408,0.12302723588595012,8,14.943555181422864,0.1193287271772584,8,14.907711185843556,0.19981533276267305,8	201	+50,smallworld,2,1.0,network,federated,2.0,0.8740469486332205,0.07636022207162325,8,6.536734375898634,0.2407761712098799,8,39.692134234924005,1.0860100526741117,8,45.800079246050856,5.176479599998413,8,59.800856761439555,6.265763753495485,8,16.872883090410504,1.649712052602639,8,1.7535423126594993,0.02740253080890015,8,0.12595305136677942,0.0763602220716233,8,0.0,0.0,8,0.3118216219224089,0.008074416104754787,8,41.38145,3.3636539183793253,8,0.13859590178351042,0.023201514724620346,8,52.175,5.078315243689164,8,0.9727069055274511,0.03340383374801379,8,0.7752134490573408,0.12302723588595012,8,39.873019942349245,0.8605281844568308,8,39.51069000538663,1.4495621954337943,8
202	50,smallworld,2,1.0,network,none,2.0,0.1575780905331919,0.05001446495442094,8,4.0,0.0,8,14.0,0.0,8,96.30784127445305,29.687008067215544,8,96.30784127445305,29.687008067215544,8,11.255577895227994,3.5724617824586393,8,2.614065216091856,0.08538564606903573,8,0.7533757001329108,0.05437661779561199,8,0.08904620933389734,0.010009768552086323,8,0.0,0.0,8,8.658819999999999,2.5472421811834063,8,0.3180906575457592,0.03152527589354062,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.06253033342485959,0.04963372330333532,8,14.0,0.0,8,14.0,0.0,8	202	50,smallworld,2,1.0,network,none,2.0,0.1575780905331919,0.05001446495442094,8,4.0,0.0,8,14.0,0.0,8,96.30784127445305,29.687008067215544,8,96.30784127445305,29.687008067215544,8,11.255577895227994,3.5724617824586393,8,2.614065216091856,0.08538564606903573,8,0.7533757001329108,0.05437661779561199,8,0.08904620933389734,0.010009768552086323,8,0.0,0.0,8,8.658819999999999,2.5472421811834063,8,0.3180906575457592,0.03152527589354062,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.06253033342485959,0.04963372330333532,8,14.0,0.0,8,14.0,0.0,8
203	50,smallworld,2,1.0,network,norms,2.0,0.1650044551207506,0.052665491261543455,8,4.0,0.0,8,12.870791924033938,0.12924827389441815,8,84.59303154627844,25.795479828471912,8,150.78425588389592,43.44902312753117,8,7.1340866077062595,2.170799991487765,8,2.6166764797792457,0.07982720780753334,8,0.7943053417834021,0.05537822973439272,8,0.04069020309584741,0.00612301922147017,8,0.4413629971931894,0.01093378219737578,8,8.738240000000001,2.6873135045139147,8,0.3125897432320896,0.029271235800594934,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06693581446635573,0.054677413329101705,8,12.82344471792554,0.15097453396158525,8,12.916943103035662,0.23886038856902267,8	203	50,smallworld,2,1.0,network,norms,2.0,0.1650044551207506,0.052665491261543455,8,4.0,0.0,8,12.870791924033938,0.12924827389441815,8,84.59303154627844,25.795479828471912,8,150.78425588389592,43.44902312753117,8,7.1340866077062595,2.170799991487765,8,2.6166764797792457,0.07982720780753334,8,0.7943053417834021,0.05537822973439272,8,0.04069020309584741,0.00612301922147017,8,0.4413629971931894,0.01093378219737578,8,8.738240000000001,2.6873135045139147,8,0.3125897432320896,0.029271235800594934,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06693581446635573,0.054677413329101705,8,12.82344471792554,0.15097453396158525,8,12.916943103035662,0.23886038856902267,8
204	50,smallworld,2,1.0,network,records,2.0,0.9035378858923275,0.04752474904956678,8,2.0,0.0,8,14.87511654988965,0.08179784797128754,8,16.502898765321586,0.8697492762924768,8,27.712698046415852,1.442925056612178,8,36.171553632111554,1.9112498569692098,8,1.7264884350310654,0.04593708995022293,8,0.09646211410767241,0.04752474904956677,8,0.0,0.0,8,0.5645926331435526,0.007164252570798935,8,52.70304,3.216679045297671,8,0.13467779710984054,0.011565300630264602,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.8189642598004252,0.08252911299083618,8,14.839880137541092,0.11944283751258479,8,14.909346987526465,0.13382324624235536,8	204	50,smallworld,2,1.0,network,records,2.0,0.9035378858923275,0.04752474904956678,8,2.0,0.0,8,14.87511654988965,0.08179784797128754,8,16.502898765321586,0.8697492762924768,8,27.712698046415852,1.442925056612178,8,36.171553632111554,1.9112498569692098,8,1.7264884350310654,0.04593708995022293,8,0.09646211410767241,0.04752474904956677,8,0.0,0.0,8,0.5645926331435526,0.007164252570798935,8,52.70304,3.216679045297671,8,0.13467779710984054,0.011565300630264602,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.8189642598004252,0.08252911299083618,8,14.839880137541092,0.11944283751258479,8,14.909346987526465,0.13382324624235536,8
205	−50,smallworld,2,1.0,none,central,0.5,0.06785323916337932,0.017564527043625947,8,8.0,0.0,8,14.858081428879958,0.0653770702400901,8,237.6868008438121,86.33741543365677,8,434.68108231409104,163.24479134939153,8,2.5123842660093283,0.6753530288558863,8,2.5038583908655756,0.3976089077596401,8,0.9321467608366207,0.017564527043625943,8,0.0,0.0,8,0.5990454603641953,0.0068271368353154446,8,2.46595,0.9305760903870247,8,0.31457136556626064,0.0641751358586998,8,701.7375,67.00590992058619,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,14.943555181422864,0.1193287271772584,8,14.772981249414618,0.1741749968913498,8	205	+50,smallworld,2,1.0,none,central,0.5,0.03800527205928656,0.006921300450001462,8,8.0,0.0,8,47.43232571551983,0.2615082809603604,8,1289.7911067389286,264.6849489994507,8,1622.480629610325,335.49185103337476,8,0.6374038524108154,0.11780151410655447,8,2.5687934557798604,0.19576192481978855,8,0.9619947279407135,0.006921300450001461,8,0.0,0.0,8,0.2719852987721783,0.00563914554417497,8,-0.08576000000000004,0.33843812010891616,8,0.37026738007085075,0.05208712367093107,8,875.421875,68.09853868463067,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,47.77422072569146,0.4773149087090336,8,47.091924997658474,0.6966999875653992,8
206	−50,smallworld,2,1.0,none,central,2.0,0.9695352664725668,0.03421235971771649,8,8.0,0.0,8,14.858081428879958,0.0653770702400901,8,15.341686047140394,0.5473273496069332,8,27.96108440692686,0.8382038474888431,8,35.79164966102403,1.05508243259328,8,1.6932503104328367,0.05334619951272017,8,0.030464733527433188,0.03421235971771649,8,0.0,0.0,8,0.5990454603641953,0.0068271368353154446,8,46.70845,1.641182910499097,8,0.10767560106210088,0.01008063528642534,8,81.8625,2.7892331255331517,8,0.9741603938995441,0.031612221244653946,8,0.9648044991051961,0.04837307151243547,8,14.943555181422864,0.1193287271772584,8,14.772981249414618,0.1741749968913498,8	206	+50,smallworld,2,1.0,none,central,2.0,0.964002764996162,0.04125453315575348,8,8.0,0.0,8,47.43232571551983,0.2615082809603604,8,49.285711585791695,2.2183145105369055,8,61.98308297058612,2.5605202839588213,8,16.15602410670162,0.6253055106238267,8,1.7156173768798555,0.05112321510048041,8,0.03599723500383796,0.04125453315575349,8,0.0,0.0,8,0.2719852987721783,0.00563914554417497,8,45.364239999999995,1.8397377502552605,8,0.11036298445169451,0.009734078667177676,8,81.8625,2.7892331255331517,8,0.9674736697709595,0.041760152522168525,8,0.9604422564044777,0.04783242522452784,8,47.77422072569146,0.4773149087090336,8,47.091924997658474,0.6966999875653992,8
207	−50,smallworld,2,1.0,none,federated,0.5,0.7106052642882993,0.2982641421691257,8,6.516759221549927,0.20381886503856075,8,14.858081428879958,0.0653770702400901,8,25.914995198337685,14.314841937983337,8,47.06384687301347,25.58491813185743,8,26.156914684036245,10.836728359201809,8,2.1996524474270744,0.20720741393633604,8,0.2893947357117007,0.2982641421691257,8,0.0,0.0,8,0.5990454603641953,0.0068271368353154446,8,33.78595,14.200415244532213,8,0.13518792247398012,0.044566260935016346,8,123.23125,55.65640084803493,8,0.8514626928123046,0.19615661890000347,8,0.5688769802491176,0.4477174580702773,8,14.943555181422864,0.1193287271772584,8,14.772981249414618,0.1741749968913498,8	207	+50,smallworld,2,1.0,none,federated,0.5,0.06882722376598518,0.016843182022490754,8,6.516759221549927,0.20381886503856075,8,39.40103160977495,1.0062965963440191,8,605.935310643169,164.62387581866935,8,793.7723455327333,216.34329709050016,8,1.337815936095898,0.35148945051534386,8,2.4915443755335795,0.163300522903824,8,0.9311727762340148,0.016843182022490726,8,0.0,0.0,8,0.31438266780310364,0.007918951043738576,8,1.69241,0.8441954833195585,8,0.35706363885187253,0.09390166711180262,8,448.4154774202641,49.4905788819637,8,0.1298082399046519,0.022492432866817784,8,0.0075,0.021213203435596423,8,39.873019942349245,0.8605281844568308,8,38.92264190973268,1.3281611487726093,8
208	−50,smallworld,2,1.0,none,federated,2.0,0.9695352664725668,0.03421235971771649,8,6.516759221549927,0.20381886503856075,8,14.858081428879958,0.0653770702400901,8,15.341686047140394,0.5473273496069332,8,27.96108440692686,0.8382038474888431,8,35.79164966102403,1.05508243259328,8,1.6932503104328367,0.05334619951272017,8,0.030464733527433188,0.03421235971771649,8,0.0,0.0,8,0.5990454603641953,0.0068271368353154446,8,46.70845,1.641182910499097,8,0.10767560106210088,0.01008063528642534,8,51.4875,4.272148171587686,8,0.9741603938995441,0.031612221244653946,8,0.9648044991051961,0.04837307151243547,8,14.943555181422864,0.1193287271772584,8,14.772981249414618,0.1741749968913498,8	208	+50,smallworld,2,1.0,none,federated,2.0,0.9687991062841098,0.035944719357197015,8,6.516759221549927,0.20381886503856075,8,39.40103160977495,1.0062965963440191,8,40.73270282365484,2.1521212247149943,8,53.36287934980791,2.4593251842317247,8,18.774145023150695,0.8572440377890946,8,1.7021633863527514,0.05489971443871156,8,0.031200893715890198,0.03594471935719702,8,0.0,0.0,8,0.31438266780310364,0.007918951043738576,8,45.86741,1.6959049374638524,8,0.10801486619346874,0.010198275619273379,8,51.4875,4.272148171587686,8,0.9727069055274511,0.03340383374801379,8,0.9648044991051961,0.04837307151243547,8,39.873019942349245,0.8605281844568308,8,38.92264190973268,1.3281611487726093,8
209	50,smallworld,2,1.0,none,none,2.0,0.15419288009195442,0.034640089259348826,8,4.0,0.0,8,14.0,0.0,8,94.70087090892085,20.211046137619835,8,94.70087090892085,20.211046137619835,8,11.013777149425314,2.4742920899534875,8,2.630348509042542,0.08375053417273925,8,0.754127469360594,0.03881646835044919,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,8.67867,1.890467516326508,8,0.292032440665627,0.036312081592735516,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.059898521219287265,0.022032017231224194,8,14.0,0.0,8,14.0,0.0,8	209	50,smallworld,2,1.0,none,none,2.0,0.15419288009195442,0.034640089259348826,8,4.0,0.0,8,14.0,0.0,8,94.70087090892085,20.211046137619835,8,94.70087090892085,20.211046137619835,8,11.013777149425314,2.4742920899534875,8,2.630348509042542,0.08375053417273925,8,0.754127469360594,0.03881646835044919,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,8.67867,1.890467516326508,8,0.292032440665627,0.036312081592735516,8,0.0,0.0,8,0.25355727973433234,0.059292314924089026,8,0.059898521219287265,0.022032017231224194,8,14.0,0.0,8,14.0,0.0,8
210	50,smallworld,2,1.0,none,norms,2.0,0.16016762599843504,0.03538390003327988,8,4.0,0.0,8,12.846056604347796,0.09856853050766365,8,83.52108108106546,17.40278149299279,8,148.28611793356242,30.422205344766187,8,7.003858400780298,1.4701644276183072,8,2.635059415108358,0.08234033435160645,8,0.7956323876645666,0.039775703604953895,8,0.04419998633699844,0.00542155100562566,8,0.4372142799015929,0.006129987561615102,8,8.68496,1.937229528343431,8,0.28759575086672445,0.03184121823358357,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06158552913657192,0.02154974094893033,8,12.82344471792554,0.15097453396158525,8,12.863860571725992,0.20854515859431166,8	210	50,smallworld,2,1.0,none,norms,2.0,0.16016762599843504,0.03538390003327988,8,4.0,0.0,8,12.846056604347796,0.09856853050766365,8,83.52108108106546,17.40278149299279,8,148.28611793356242,30.422205344766187,8,7.003858400780298,1.4701644276183072,8,2.635059415108358,0.08234033435160645,8,0.7956323876645666,0.039775703604953895,8,0.04419998633699844,0.00542155100562566,8,0.4372142799015929,0.006129987561615102,8,8.68496,1.937229528343431,8,0.28759575086672445,0.03184121823358357,8,0.0,0.0,8,0.26410013331924376,0.06120163406517634,8,0.06158552913657192,0.02154974094893033,8,12.82344471792554,0.15097453396158525,8,12.863860571725992,0.20854515859431166,8
211	50,smallworld,2,1.0,none,records,2.0,0.9795279577667535,0.009784693633833554,8,2.0,0.0,8,14.892635692863912,0.08231351735403471,8,15.204965398605736,0.14641992689918906,8,25.37762388675412,0.3461319017869837,8,39.411166423621765,0.5341418598108113,8,1.69294418139575,0.05878132817244996,8,0.020472042233246474,0.00978469363383357,8,0.0,0.0,8,0.5617346927045366,0.005342404604196651,8,58.0267,1.662377589151841,8,0.10572869202178928,0.011217606608650134,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.9694024007974925,0.01403888386347187,8,14.839880137541092,0.11944283751258479,8,14.937155700859083,0.19345120835955698,8	211	50,smallworld,2,1.0,none,records,2.0,0.9795279577667535,0.009784693633833554,8,2.0,0.0,8,14.892635692863912,0.08231351735403471,8,15.204965398605736,0.14641992689918906,8,25.37762388675412,0.3461319017869837,8,39.411166423621765,0.5341418598108113,8,1.69294418139575,0.05878132817244996,8,0.020472042233246474,0.00978469363383357,8,0.0,0.0,8,0.5617346927045366,0.005342404604196651,8,58.0267,1.662377589151841,8,0.10572869202178928,0.011217606608650134,8,0.0,0.0,8,0.9899793939618541,0.011864792250748511,8,0.9694024007974925,0.01403888386347187,8,14.839880137541092,0.11944283751258479,8,14.937155700859083,0.19345120835955698,8
212	−50,smallworld,8,0.0,distribution,central,0.5,0.06785323916337932,0.017564527043625947,8,8.0,0.0,8,16.0,0.0,8,255.88139658273357,92.45812919112241,8,452.8756780530125,169.384045420653,8,2.410379358079796,0.6471154661014885,8,2.4348247485683006,0.42944986549234476,8,0.9321467608366207,0.017564527043625943,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,2.42858,0.9294566024142432,8,0.31457136556626064,0.0641751358586998,8,701.7375,67.00590992058619,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	212	+50,smallworld,8,0.0,distribution,central,0.5,0.03800527205928656,0.006921300450001462,8,8.0,0.0,8,52.0,0.0,8,1413.1636307200342,285.30131766779164,8,1745.8531535914308,356.17476486659416,8,0.5917896830345726,0.10762638709572797,8,2.521391846117763,0.20008299357751963,8,0.9619947279407135,0.006921300450001461,8,0.0,0.0,8,0.25263583122845357,0.004875373213169951,8,-0.23524000000000006,0.3323694660206577,8,0.37026738007085075,0.05208712367093107,8,875.421875,68.09853868463067,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
213	−50,smallworld,8,0.0,distribution,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.22811249379386,0.4195819232370116,8,35.432505076702064,0.5249989567006352,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,48.19358,1.6556887833164797,8,0.11076587185985272,0.010717043640139094,8,81.8625,2.7892331255331517,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	213	+50,smallworld,8,0.0,distribution,central,2.0,0.9938785703728297,0.011795887446201789,8,8.0,0.0,8,52.0,0.0,8,52.32685134669521,0.6332860481049063,8,64.63006041000335,0.7233894365120057,8,15.474362980805768,0.17223782423045103,8,1.060184869687209,0.02153402788665096,8,0.006121429627170373,0.011795887446201777,8,0.0,0.0,8,0.25263583122845357,0.004875373213169951,8,46.70726,1.4817052451049202,8,0.11303279607499893,0.008938545110249501,8,81.8625,2.7892331255331517,8,0.9921504851737409,0.02127555537112047,8,0.9956377572992815,0.009514573146779198,8,52.0,0.0,8,52.0,0.0,8
214	−50,smallworld,8,0.0,distribution,federated,0.5,0.7239171384688156,0.2979309753461834,8,6.516759221549927,0.20381886503856075,8,16.0,0.0,8,27.047417480725706,14.395159471695955,8,47.54482477258193,24.88851880271353,8,25.57961669415769,10.40863170667495,8,1.9438639685977344,0.30615288134697105,8,0.27608286153118444,0.2979309753461834,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,34.40858,14.203311266996863,8,0.1388812771293176,0.04236063837510439,8,123.23125,55.65640084803493,8,0.8644506917787924,0.18925873905483734,8,0.5824839316903634,0.45102928700492334,8,16.0,0.0,8,16.0,0.0,8	214	+50,smallworld,8,0.0,distribution,federated,0.5,0.06897480345901943,0.016868473230112858,8,6.516759221549927,0.20381886503856075,8,43.10055532929957,1.222913190231365,8,661.5203739551129,179.87182530775857,8,849.0158787900324,231.75960638685729,8,1.2513968018283461,0.331150933357516,8,2.4317428468723516,0.15189164842717115,8,0.9310251965409806,0.016868473230112847,8,0.0,0.0,8,0.2933869772292154,0.007828921281756092,8,1.57886,0.8488578924649285,8,0.357960502328704,0.09342424675827585,8,448.4154774202641,49.4905788819637,8,0.13010728296685287,0.022715885123212605,8,0.0075,0.021213203435596423,8,43.33969480657147,1.1053054400560234,8,42.85328440423344,1.4194707102236204,8
215	−50,smallworld,8,0.0,distribution,federated,2.0,1.0,0.0,8,6.516759221549927,0.20381886503856075,8,16.0,0.0,8,16.0,0.0,8,28.22811249379386,0.4195819232370116,8,35.432505076702064,0.5249989567006352,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,48.19358,1.6556887833164797,8,0.11076587185985272,0.010717043640139094,8,51.4875,4.272148171587686,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	215	+50,smallworld,8,0.0,distribution,federated,2.0,0.9991166077738516,0.002498610534228102,8,6.516759221549927,0.20381886503856075,8,43.10055532929957,1.222913190231365,8,43.139135362749,1.2371950563218352,8,55.377727005133,1.3554503784688785,8,18.067454356671405,0.4507853981358672,8,1.0278605339074107,0.02252536407552757,8,0.0008833922261484099,0.0024986105342280833,8,0.0,0.0,8,0.2933869772292154,0.007828921281756092,8,47.26136,1.5806180369535403,8,0.11096172970289225,0.01069514796427726,8,51.4875,4.272148171587686,8,0.9982558139534884,0.0049333031245572785,8,1.0,0.0,8,43.33969480657147,1.1053054400560234,8,42.85328440423344,1.4194707102236204,8
216	50,smallworld,8,0.0,distribution,none,2.0,0.9083203494525485,0.00797392399171785,8,4.0,0.0,8,14.0,0.0,8,15.41409918368908,0.13472240269699423,8,15.41409918368908,0.13472240269699423,8,64.88002496089632,0.56956599940842,8,1.0412593073283285,0.021981333240386185,8,0.0,0.0,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,54.07617,1.7966369540258902,8,0.1096576934442723,0.011199324208653431,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.9006169061492353,0.009464439969271344,8,14.0,0.0,8,14.0,0.0,8	216	50,smallworld,8,0.0,distribution,none,2.0,0.9083203494525485,0.00797392399171785,8,4.0,0.0,8,14.0,0.0,8,15.41409918368908,0.13472240269699423,8,15.41409918368908,0.13472240269699423,8,64.88002496089632,0.56956599940842,8,1.0412593073283285,0.021981333240386185,8,0.0,0.0,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,54.07617,1.7966369540258902,8,0.1096576934442723,0.011199324208653431,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.9006169061492353,0.009464439969271344,8,14.0,0.0,8,14.0,0.0,8
217	50,smallworld,8,0.0,distribution,norms,2.0,0.9558000136630016,0.005421551005625657,8,4.0,0.0,8,14.0,0.0,8,14.647828921811438,0.08328406452289913,8,25.092444884798805,0.3590414625041595,8,39.85972536659133,0.5665190551955874,8,1.0422971297841188,0.021660121280997226,8,0.0,0.0,8,0.04419998633699844,0.00542155100562566,8,0.41617203893142823,0.00626910823668237,8,56.52617,1.6269972698194668,8,0.10712982047208833,0.01103063833205813,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9531504978240639,0.010709947169866917,8,14.0,0.0,8,14.0,0.0,8	217	50,smallworld,8,0.0,distribution,norms,2.0,0.9558000136630016,0.005421551005625657,8,4.0,0.0,8,14.0,0.0,8,14.647828921811438,0.08328406452289913,8,25.092444884798805,0.3590414625041595,8,39.85972536659133,0.5665190551955874,8,1.0422971297841188,0.021660121280997226,8,0.0,0.0,8,0.04419998633699844,0.00542155100562566,8,0.41617203893142823,0.00626910823668237,8,56.52617,1.6269972698194668,8,0.10712982047208833,0.01103063833205813,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9531504978240639,0.010709947169866917,8,14.0,0.0,8,14.0,0.0,8
218	50,smallworld,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.964185396719614,0.3030673726628406,8,38.519111123058074,0.44252085392719,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5377706665233031,0.0053102502471262915,8,59.2197,1.7419151290461883,8,0.10711925990971741,0.011752595858385418,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	218	50,smallworld,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.964185396719614,0.3030673726628406,8,38.519111123058074,0.44252085392719,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5377706665233031,0.0053102502471262915,8,59.2197,1.7419151290461883,8,0.10711925990971741,0.011752595858385418,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
219	−50,smallworld,8,0.0,network,central,0.5,0.06761900221465607,0.01777105915349715,8,8.0,0.0,8,16.0,0.0,8,257.8443836488894,96.6722931762886,8,454.83866511916835,173.57412496804704,8,2.40576636705251,0.651325829074352,8,2.4348247485683006,0.42944986549234476,8,0.9323809977853439,0.01777105915349718,8,0.0,0.0,8,0.5738878171183637,0.005502812651871207,8,2.42602,0.9328818623721105,8,0.31457136556626064,0.0641751358586998,8,706.0,50.25438857879553,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	219	+50,smallworld,8,0.0,network,central,0.5,0.03785090635557065,0.007104755754294455,8,8.0,0.0,8,52.0,0.0,8,1421.6117762769848,295.15305511659835,8,1754.301299148381,366.20830512550566,8,0.5898599636510915,0.10997947706898584,8,2.521391846117763,0.20008299357751963,8,0.9621490936444294,0.007104755754294479,8,0.0,0.0,8,0.25191587642937674,0.0042459357919172516,8,-0.24356000000000005,0.3420246139847666,8,0.37026738007085075,0.05208712367093107,8,879.684375,52.19748717525313,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
220	−50,smallworld,8,0.0,network,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.165717335276803,0.3645639707619021,8,35.509348573469694,0.45856772098926907,8,1.0042522019633364,0.005217439581433814,8,0.0,0.0,8,0.0,0.0,8,0.5738878171183637,0.005502812651871207,8,48.43102,1.4560711905672745,8,0.1437429042074756,0.017389474149675555,8,82.2625,2.452950118880181,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	220	+50,smallworld,8,0.0,network,central,2.0,0.9934357334424363,0.013435368981011398,8,8.0,0.0,8,52.0,0.0,8,52.35217412902206,0.7248085964074176,8,64.59874547593735,0.8369841709185721,8,15.48242310198878,0.1981519681736511,8,1.062394909824271,0.02816455902201181,8,0.006564266557563679,0.013435368981011374,8,0.0,0.0,8,0.25191587642937674,0.0042459357919172516,8,46.91644,1.3412034817389116,8,0.14516295040354066,0.02021571657236437,8,82.2625,2.452950118880181,8,0.9921504851737409,0.02127555537112047,8,0.9947112961309795,0.010452094471611993,8,52.0,0.0,8,52.0,0.0,8
221	−50,smallworld,8,0.0,network,federated,0.5,0.6268638422940823,0.2564554811119316,8,6.536734375898634,0.2407761712098799,8,16.0,0.0,8,29.63508816184771,12.320022429945974,8,52.06930622038244,21.285630984919184,8,22.233422665040596,9.0696826153835,8,1.8343976509828654,0.2740373665267425,8,0.3731361577059177,0.25645548111193167,8,0.0,0.0,8,0.5738878171183637,0.005502812651871207,8,29.92852,12.553084149118781,8,0.17724642269760096,0.04241733399420508,8,133.125,55.198414832312,8,0.8644506917787924,0.18925873905483734,8,0.3909084771067818,0.38452626117454436,8,16.0,0.0,8,16.0,0.0,8	221	+50,smallworld,8,0.0,network,federated,0.5,0.06818169841445143,0.01620120503484428,8,6.536734375898634,0.2407761712098799,8,43.22040625539181,1.4446570272592794,8,671.4135321949663,188.8141618855794,8,859.671580876157,239.6842240617716,8,1.235300513645332,0.3158368431614613,8,2.4314187657376864,0.15124183362139806,8,0.9318183015855486,0.016201205034844266,8,0.0,0.0,8,0.29202023127779486,0.008868296205612981,8,1.5379,0.8023384858916199,8,0.3569859340959087,0.09080827582286452,8,456.2217274202641,48.601107353832276,8,0.13010728296685287,0.022715885123212605,8,0.006361323155216285,0.017992538961489758,8,43.33969480657147,1.1053054400560234,8,43.09949180867869,1.8711285356187186,8
222	−50,smallworld,8,0.0,network,federated,2.0,1.0,0.0,8,6.536734375898634,0.2407761712098799,8,16.0,0.0,8,16.0,0.0,8,28.165717335276803,0.3645639707619021,8,35.509348573469694,0.45856772098926907,8,1.0042522019633364,0.005217439581433814,8,0.0,0.0,8,0.0,0.0,8,0.5738878171183637,0.005502812651871207,8,48.43102,1.4560711905672745,8,0.1437429042074756,0.017389474149675555,8,52.175,5.078315243689164,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	222	+50,smallworld,8,0.0,network,federated,2.0,0.9991166077738516,0.002498610534228102,8,6.536734375898634,0.2407761712098799,8,43.22040625539181,1.4446570272592794,8,43.2595270129085,1.4718899581155862,8,55.43572349677544,1.5326909655634184,8,18.051132166092874,0.5053807345331365,8,1.032282067242996,0.030316041031546247,8,0.0008833922261484099,0.0024986105342280833,8,0.0,0.0,8,0.29202023127779486,0.008868296205612981,8,47.4904,1.3827578716670323,8,0.14408400475390098,0.017979271719079103,8,52.175,5.078315243689164,8,0.9982558139534884,0.0049333031245572785,8,1.0,0.0,8,43.33969480657147,1.1053054400560234,8,43.09949180867869,1.8711285356187186,8
223	50,smallworld,8,0.0,network,none,2.0,0.9109537906661027,0.010009768552086322,8,4.0,0.0,8,14.0,0.0,8,15.370136131343024,0.1694116146337291,8,15.370136131343024,0.1694116146337291,8,65.06812790472162,0.7149834680061665,8,1.0502391239081983,0.024453728879124698,8,0.0,0.0,8,0.08904620933389734,0.010009768552086323,8,0.0,0.0,8,53.24632,2.255609094400637,8,0.13878908527645742,0.01538089503587238,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.905531113233678,0.01231452908672841,8,14.0,0.0,8,14.0,0.0,8	223	50,smallworld,8,0.0,network,none,2.0,0.9109537906661027,0.010009768552086322,8,4.0,0.0,8,14.0,0.0,8,15.370136131343024,0.1694116146337291,8,15.370136131343024,0.1694116146337291,8,65.06812790472162,0.7149834680061665,8,1.0502391239081983,0.024453728879124698,8,0.0,0.0,8,0.08904620933389734,0.010009768552086323,8,0.0,0.0,8,53.24632,2.255609094400637,8,0.13878908527645742,0.01538089503587238,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.905531113233678,0.01231452908672841,8,14.0,0.0,8,14.0,0.0,8
224	50,smallworld,8,0.0,network,norms,2.0,0.9593097969041526,0.006123019221470169,8,4.0,0.0,8,14.0,0.0,8,14.594346632448264,0.09327054766356858,8,25.201722806607027,0.49610240057444965,8,39.69326958142851,0.7807106142295935,8,1.0501481191833708,0.024617652769303982,8,0.0,0.0,8,0.04069020309584741,0.00612301922147017,8,0.4207358553774762,0.009964367887698814,8,55.70382,2.396109749072441,8,0.13849904425740386,0.015066419872223574,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9598695694698693,0.010819642690403398,8,14.0,0.0,8,14.0,0.0,8	224	50,smallworld,8,0.0,network,norms,2.0,0.9593097969041526,0.006123019221470169,8,4.0,0.0,8,14.0,0.0,8,14.594346632448264,0.09327054766356858,8,25.201722806607027,0.49610240057444965,8,39.69326958142851,0.7807106142295935,8,1.0501481191833708,0.024617652769303982,8,0.0,0.0,8,0.04069020309584741,0.00612301922147017,8,0.4207358553774762,0.009964367887698814,8,55.70382,2.396109749072441,8,0.13849904425740386,0.015066419872223574,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9598695694698693,0.010819642690403398,8,14.0,0.0,8,14.0,0.0,8
225	50,smallworld,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.106163987875377,0.3612733228871194,8,38.311597763430534,0.5341816191450617,8,1.0015642468174113,0.002911792656806439,8,0.0,0.0,8,0.0,0.0,8,0.5402608268388336,0.006410179429740731,8,58.4035,2.1449392696297944,8,0.1441037562411285,0.017862767188052006,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	225	50,smallworld,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.106163987875377,0.3612733228871194,8,38.311597763430534,0.5341816191450617,8,1.0015642468174113,0.002911792656806439,8,0.0,0.0,8,0.0,0.0,8,0.5402608268388336,0.006410179429740731,8,58.4035,2.1449392696297944,8,0.1441037562411285,0.017862767188052006,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
226	−50,smallworld,8,0.0,none,central,0.5,0.06785323916337932,0.017564527043625947,8,8.0,0.0,8,16.0,0.0,8,255.88139658273357,92.45812919112241,8,452.8756780530125,169.384045420653,8,2.410379358079796,0.6471154661014885,8,2.4348247485683006,0.42944986549234476,8,0.9321467608366207,0.017564527043625943,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,2.42858,0.9294566024142432,8,0.31457136556626064,0.0641751358586998,8,701.7375,67.00590992058619,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	226	+50,smallworld,8,0.0,none,central,0.5,0.03800527205928656,0.006921300450001462,8,8.0,0.0,8,52.0,0.0,8,1413.1636307200342,285.30131766779164,8,1745.8531535914308,356.17476486659416,8,0.5917896830345726,0.10762638709572797,8,2.521391846117763,0.20008299357751963,8,0.9619947279407135,0.006921300450001461,8,0.0,0.0,8,0.25263583122845357,0.004875373213169951,8,-0.23524000000000006,0.3323694660206577,8,0.37026738007085075,0.05208712367093107,8,875.421875,68.09853868463067,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,52.0,0.0,8,52.0,0.0,8
227	−50,smallworld,8,0.0,none,central,2.0,1.0,0.0,8,8.0,0.0,8,16.0,0.0,8,16.0,0.0,8,28.22811249379386,0.4195819232370116,8,35.432505076702064,0.5249989567006352,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,48.19358,1.6556887833164797,8,0.11076587185985272,0.010717043640139094,8,81.8625,2.7892331255331517,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	227	+50,smallworld,8,0.0,none,central,2.0,0.9938785703728297,0.011795887446201789,8,8.0,0.0,8,52.0,0.0,8,52.32685134669521,0.6332860481049063,8,64.63006041000335,0.7233894365120057,8,15.474362980805768,0.17223782423045103,8,1.060184869687209,0.02153402788665096,8,0.006121429627170373,0.011795887446201777,8,0.0,0.0,8,0.25263583122845357,0.004875373213169951,8,46.70726,1.4817052451049202,8,0.11303279607499893,0.008938545110249501,8,81.8625,2.7892331255331517,8,0.9921504851737409,0.02127555537112047,8,0.9956377572992815,0.009514573146779198,8,52.0,0.0,8,52.0,0.0,8
228	−50,smallworld,8,0.0,none,federated,0.5,0.7239171384688156,0.2979309753461834,8,6.516759221549927,0.20381886503856075,8,16.0,0.0,8,27.047417480725706,14.395159471695955,8,47.54482477258193,24.88851880271353,8,25.57961669415769,10.40863170667495,8,1.9438639685977344,0.30615288134697105,8,0.27608286153118444,0.2979309753461834,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,34.40858,14.203311266996863,8,0.1388812771293176,0.04236063837510439,8,123.23125,55.65640084803493,8,0.8644506917787924,0.18925873905483734,8,0.5824839316903634,0.45102928700492334,8,16.0,0.0,8,16.0,0.0,8	228	+50,smallworld,8,0.0,none,federated,0.5,0.06897480345901943,0.016868473230112858,8,6.516759221549927,0.20381886503856075,8,43.10055532929957,1.222913190231365,8,661.5203739551129,179.87182530775857,8,849.0158787900324,231.75960638685729,8,1.2513968018283461,0.331150933357516,8,2.4317428468723516,0.15189164842717115,8,0.9310251965409806,0.016868473230112847,8,0.0,0.0,8,0.2933869772292154,0.007828921281756092,8,1.57886,0.8488578924649285,8,0.357960502328704,0.09342424675827585,8,448.4154774202641,49.4905788819637,8,0.13010728296685287,0.022715885123212605,8,0.0075,0.021213203435596423,8,43.33969480657147,1.1053054400560234,8,42.85328440423344,1.4194707102236204,8
229	−50,smallworld,8,0.0,none,federated,2.0,1.0,0.0,8,6.516759221549927,0.20381886503856075,8,16.0,0.0,8,16.0,0.0,8,28.22811249379386,0.4195819232370116,8,35.432505076702064,0.5249989567006352,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5748099390795752,0.006299987480407614,8,48.19358,1.6556887833164797,8,0.11076587185985272,0.010717043640139094,8,51.4875,4.272148171587686,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	229	+50,smallworld,8,0.0,none,federated,2.0,0.9991166077738516,0.002498610534228102,8,6.516759221549927,0.20381886503856075,8,43.10055532929957,1.222913190231365,8,43.139135362749,1.2371950563218352,8,55.377727005133,1.3554503784688785,8,18.067454356671405,0.4507853981358672,8,1.0278605339074107,0.02252536407552757,8,0.0008833922261484099,0.0024986105342280833,8,0.0,0.0,8,0.2933869772292154,0.007828921281756092,8,47.26136,1.5806180369535403,8,0.11096172970289225,0.01069514796427726,8,51.4875,4.272148171587686,8,0.9982558139534884,0.0049333031245572785,8,1.0,0.0,8,43.33969480657147,1.1053054400560234,8,42.85328440423344,1.4194707102236204,8
230	50,smallworld,8,0.0,none,none,2.0,0.9083203494525485,0.00797392399171785,8,4.0,0.0,8,14.0,0.0,8,15.41409918368908,0.13472240269699423,8,15.41409918368908,0.13472240269699423,8,64.88002496089632,0.56956599940842,8,1.0412593073283285,0.021981333240386185,8,0.0,0.0,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,54.07617,1.7966369540258902,8,0.1096576934442723,0.011199324208653431,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.9006169061492353,0.009464439969271344,8,14.0,0.0,8,14.0,0.0,8	230	50,smallworld,8,0.0,none,none,2.0,0.9083203494525485,0.00797392399171785,8,4.0,0.0,8,14.0,0.0,8,15.41409918368908,0.13472240269699423,8,15.41409918368908,0.13472240269699423,8,64.88002496089632,0.56956599940842,8,1.0412593073283285,0.021981333240386185,8,0.0,0.0,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,54.07617,1.7966369540258902,8,0.1096576934442723,0.011199324208653431,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.9006169061492353,0.009464439969271344,8,14.0,0.0,8,14.0,0.0,8
231	50,smallworld,8,0.0,none,norms,2.0,0.9558000136630016,0.005421551005625657,8,4.0,0.0,8,14.0,0.0,8,14.647828921811438,0.08328406452289913,8,25.092444884798805,0.3590414625041595,8,39.85972536659133,0.5665190551955874,8,1.0422971297841188,0.021660121280997226,8,0.0,0.0,8,0.04419998633699844,0.00542155100562566,8,0.41617203893142823,0.00626910823668237,8,56.52617,1.6269972698194668,8,0.10712982047208833,0.01103063833205813,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9531504978240639,0.010709947169866917,8,14.0,0.0,8,14.0,0.0,8	231	50,smallworld,8,0.0,none,norms,2.0,0.9558000136630016,0.005421551005625657,8,4.0,0.0,8,14.0,0.0,8,14.647828921811438,0.08328406452289913,8,25.092444884798805,0.3590414625041595,8,39.85972536659133,0.5665190551955874,8,1.0422971297841188,0.021660121280997226,8,0.0,0.0,8,0.04419998633699844,0.00542155100562566,8,0.41617203893142823,0.00626910823668237,8,56.52617,1.6269972698194668,8,0.10712982047208833,0.01103063833205813,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9531504978240639,0.010709947169866917,8,14.0,0.0,8,14.0,0.0,8
232	50,smallworld,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.964185396719614,0.3030673726628406,8,38.519111123058074,0.44252085392719,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5377706665233031,0.0053102502471262915,8,59.2197,1.7419151290461883,8,0.10711925990971741,0.011752595858385418,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	232	50,smallworld,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.964185396719614,0.3030673726628406,8,38.519111123058074,0.44252085392719,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5377706665233031,0.0053102502471262915,8,59.2197,1.7419151290461883,8,0.10711925990971741,0.011752595858385418,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
233	−50,smallworld,8,1.0,distribution,central,0.5,0.06785323916337932,0.017564527043625947,8,8.0,0.0,8,15.396801089786099,0.0749803781625169,8,246.19410637983515,89.08012817241749,8,443.1883878501141,165.9954477239154,8,2.462599749275004,0.658718037435031,8,2.4348247485683006,0.42944986549234476,8,0.9321467608366207,0.017564527043625943,8,0.0,0.0,8,0.5873630022446954,0.007076018460565791,8,2.4483,0.9290907055826142,8,0.31457136556626064,0.0641751358586998,8,701.7375,67.00590992058619,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,14.943555181422864,0.1193287271772584,8,15.855572723799224,0.17277742722563227,8	233	+50,smallworld,8,1.0,distribution,central,0.5,0.03800527205928656,0.006921300450001462,8,8.0,0.0,8,49.587204359144394,0.2999215126500676,8,1347.5272653408065,271.32679064358956,8,1680.216788212203,342.1288661150131,8,0.614897647946034,0.11208874886961878,8,2.521391846117763,0.20008299357751963,8,0.9619947279407135,0.006921300450001461,8,0.0,0.0,8,0.26250727766745763,0.005648685656125993,8,-0.15636000000000005,0.3325747891828242,8,0.37026738007085075,0.05208712367093107,8,875.421875,68.09853868463067,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,47.77422072569146,0.4773149087090336,8,51.422290895196895,0.691109708902529,8
234	−50,smallworld,8,1.0,distribution,central,2.0,1.0,0.0,8,8.0,0.0,8,15.396801089786099,0.0749803781625169,8,15.396801089786099,0.0749803781625169,8,27.62491358357996,0.39401465977418815,8,36.20561355616331,0.5132538220464822,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5873630022446954,0.007076018460565791,8,48.213300000000004,1.655271733169084,8,0.11076587185985272,0.010717043640139094,8,81.8625,2.7892331255331517,8,1.0,0.0,8,1.0,0.0,8,14.943555181422864,0.1193287271772584,8,15.855572723799224,0.17277742722563227,8	234	+50,smallworld,8,1.0,distribution,central,2.0,0.9938785703728297,0.011795887446201789,8,8.0,0.0,8,49.587204359144394,0.2999215126500676,8,49.8997166234116,0.7439311843773095,8,62.20292568671974,0.7696795339885674,8,16.078544062701237,0.1967310585747713,8,1.060184869687209,0.02153402788665096,8,0.006121429627170373,0.011795887446201777,8,0.0,0.0,8,0.26250727766745763,0.005648685656125993,8,46.78614,1.480548543749916,8,0.11303279607499893,0.008938545110249501,8,81.8625,2.7892331255331517,8,0.9921504851737409,0.02127555537112047,8,0.9956377572992815,0.009514573146779198,8,47.77422072569146,0.4773149087090336,8,51.422290895196895,0.691109708902529,8
235	−50,smallworld,8,1.0,distribution,federated,0.5,0.7239171384688156,0.2979309753461834,8,6.516759221549927,0.20381886503856075,8,15.396801089786099,0.0749803781625169,8,26.023216587806136,13.842531902298234,8,46.52062387966236,24.33404165379121,8,26.132587604302035,10.618103462425003,8,1.9438639685977344,0.30615288134697105,8,0.27608286153118444,0.2979309753461834,8,0.0,0.0,8,0.5873630022446954,0.007076018460565791,8,34.4283,14.20256457914958,8,0.1388812771293176,0.04236063837510439,8,123.23125,55.65640084803493,8,0.8644506917787924,0.18925873905483734,8,0.5824839316903634,0.45102928700492334,8,14.943555181422864,0.1193287271772584,8,15.855572723799224,0.17277742722563227,8	235	+50,smallworld,8,1.0,distribution,federated,0.5,0.06897480345901943,0.016868473230112858,8,6.516759221549927,0.20381886503856075,8,41.134239421525045,1.1038871178128227,8,631.4217556341723,171.96762753970313,8,818.9172604690918,223.84791588226054,8,1.297495344890779,0.34329468720431694,8,2.4317428468723516,0.15189164842717115,8,0.9310251965409806,0.016868473230112847,8,0.0,0.0,8,0.3041855734738087,0.008038874987999491,8,1.64316,0.8483660514525218,8,0.357960502328704,0.09342424675827585,8,448.4154774202641,49.4905788819637,8,0.13010728296685287,0.022715885123212605,8,0.0075,0.021213203435596423,8,39.873019942349245,0.8605281844568308,8,42.40453485616273,1.4946011987016474,8
236	−50,smallworld,8,1.0,distribution,federated,2.0,1.0,0.0,8,6.516759221549927,0.20381886503856075,8,15.396801089786099,0.0749803781625169,8,15.396801089786099,0.0749803781625169,8,27.62491358357996,0.39401465977418815,8,36.20561355616331,0.5132538220464822,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5873630022446954,0.007076018460565791,8,48.213300000000004,1.655271733169084,8,0.11076587185985272,0.010717043640139094,8,51.4875,4.272148171587686,8,1.0,0.0,8,1.0,0.0,8,14.943555181422864,0.1193287271772584,8,15.855572723799224,0.17277742722563227,8	236	+50,smallworld,8,1.0,distribution,federated,2.0,0.9991166077738516,0.002498610534228102,8,6.516759221549927,0.20381886503856075,8,41.134239421525045,1.1038871178128227,8,41.17120147443217,1.1243792298480721,8,53.40979311681617,1.2256156023026723,8,18.731968653863902,0.4388640318527336,8,1.0278605339074107,0.02252536407552757,8,0.0008833922261484099,0.0024986105342280833,8,0.0,0.0,8,0.3041855734738087,0.008038874987999491,8,47.32566,1.5798391555019606,8,0.11096172970289225,0.01069514796427726,8,51.4875,4.272148171587686,8,0.9982558139534884,0.0049333031245572785,8,1.0,0.0,8,39.873019942349245,0.8605281844568308,8,42.40453485616273,1.4946011987016474,8
237	50,smallworld,8,1.0,distribution,none,2.0,0.9083203494525485,0.00797392399171785,8,4.0,0.0,8,14.0,0.0,8,15.41409918368908,0.13472240269699423,8,15.41409918368908,0.13472240269699423,8,64.88002496089632,0.56956599940842,8,1.0412593073283285,0.021981333240386185,8,0.0,0.0,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,54.07617,1.7966369540258902,8,0.1096576934442723,0.011199324208653431,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.9006169061492353,0.009464439969271344,8,14.0,0.0,8,14.0,0.0,8	237	50,smallworld,8,1.0,distribution,none,2.0,0.9083203494525485,0.00797392399171785,8,4.0,0.0,8,14.0,0.0,8,15.41409918368908,0.13472240269699423,8,15.41409918368908,0.13472240269699423,8,64.88002496089632,0.56956599940842,8,1.0412593073283285,0.021981333240386185,8,0.0,0.0,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,54.07617,1.7966369540258902,8,0.1096576934442723,0.011199324208653431,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.9006169061492353,0.009464439969271344,8,14.0,0.0,8,14.0,0.0,8
238	50,smallworld,8,1.0,distribution,norms,2.0,0.9558000136630016,0.005421551005625657,8,4.0,0.0,8,13.420538834805557,0.09521283918337121,8,14.041517483242327,0.12265804631607173,8,24.48613344622969,0.34724434073142085,8,40.84656512741918,0.574184018513157,8,1.0422971297841188,0.021660121280997226,8,0.0,0.0,8,0.04419998633699844,0.00542155100562566,8,0.42648405532352957,0.006982574370485228,8,56.54938,1.6265692901845359,8,0.10712982047208833,0.01103063833205813,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9531504978240639,0.010709947169866917,8,12.82344471792554,0.15097453396158525,8,13.990611707702962,0.17688692620331536,8	238	50,smallworld,8,1.0,distribution,norms,2.0,0.9558000136630016,0.005421551005625657,8,4.0,0.0,8,13.420538834805557,0.09521283918337121,8,14.041517483242327,0.12265804631607173,8,24.48613344622969,0.34724434073142085,8,40.84656512741918,0.574184018513157,8,1.0422971297841188,0.021660121280997226,8,0.0,0.0,8,0.04419998633699844,0.00542155100562566,8,0.42648405532352957,0.006982574370485228,8,56.54938,1.6265692901845359,8,0.10712982047208833,0.01103063833205813,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9531504978240639,0.010709947169866917,8,12.82344471792554,0.15097453396158525,8,13.990611707702962,0.17688692620331536,8
239	50,smallworld,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.403188270617406,0.11271086820255534,8,15.403188270617406,0.11271086820255534,8,25.367373667337024,0.3442663348762986,8,39.426969063052105,0.5267247777501655,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5504335248005443,0.005354442678150979,8,59.243700000000004,1.7434655048576577,8,0.10711925990971741,0.011752595858385418,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.839880137541092,0.11944283751258479,8,15.936977955465947,0.20665641684855032,8	239	50,smallworld,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.403188270617406,0.11271086820255534,8,15.403188270617406,0.11271086820255534,8,25.367373667337024,0.3442663348762986,8,39.426969063052105,0.5267247777501655,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5504335248005443,0.005354442678150979,8,59.243700000000004,1.7434655048576577,8,0.10711925990971741,0.011752595858385418,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.839880137541092,0.11944283751258479,8,15.936977955465947,0.20665641684855032,8
240	−50,smallworld,8,1.0,network,central,0.5,0.06761900221465607,0.01777105915349715,8,8.0,0.0,8,14.925413772479686,0.14665924377891568,8,240.39373652744666,89.70376366737925,8,437.38801799772557,166.58784460262748,8,2.500803258788225,0.6756344649317513,8,2.4348247485683006,0.42944986549234476,8,0.9323809977853439,0.01777105915349718,8,0.0,0.0,8,0.596666434495648,0.006527962432582033,8,2.46137,0.9326914648325182,8,0.31457136556626064,0.0641751358586998,8,706.0,50.25438857879553,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,14.943555181422864,0.1193287271772584,8,14.907711185843556,0.19981533276267305,8	240	+50,smallworld,8,1.0,network,central,0.5,0.03785090635557065,0.007104755754294455,8,8.0,0.0,8,47.701655089918745,0.5866369751156627,8,1305.3971571127847,278.345677825862,8,1638.0866799841813,349.35352015410075,8,0.6327660385964238,0.12123991088842707,8,2.521391846117763,0.20008299357751963,8,0.9621490936444294,0.007104755754294479,8,0.0,0.0,8,0.2700265769661805,0.005397601731028327,8,-0.10216000000000003,0.35142859595818726,8,0.37026738007085075,0.05208712367093107,8,879.684375,52.19748717525313,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,47.77422072569146,0.4773149087090336,8,47.630844743374226,0.7992613310506922,8
241	−50,smallworld,8,1.0,network,central,2.0,1.0,0.0,8,8.0,0.0,8,14.925413772479686,0.14665924377891568,8,14.925413772479686,0.14665924377891568,8,27.09113110775649,0.38090327809932645,8,36.918841101520265,0.5195831694305499,8,1.0042522019633364,0.005217439581433814,8,0.0,0.0,8,0.0,0.0,8,0.596666434495648,0.006527962432582033,8,48.46637,1.456844142070701,8,0.1437429042074756,0.017389474149675555,8,82.2625,2.452950118880181,8,1.0,0.0,8,1.0,0.0,8,14.943555181422864,0.1193287271772584,8,14.907711185843556,0.19981533276267305,8	241	+50,smallworld,8,1.0,network,central,2.0,0.9934357334424363,0.013435368981011398,8,8.0,0.0,8,47.701655089918745,0.5866369751156627,8,48.02773660105578,1.0613593501734655,8,60.27430794797107,1.1594444373546613,8,16.596126960477406,0.3155149891509989,8,1.062394909824271,0.02816455902201181,8,0.006564266557563679,0.013435368981011374,8,0.0,0.0,8,0.2700265769661805,0.005397601731028327,8,47.05784,1.3479144952958118,8,0.14516295040354066,0.02021571657236437,8,82.2625,2.452950118880181,8,0.9921504851737409,0.02127555537112047,8,0.9947112961309795,0.010452094471611993,8,47.77422072569146,0.4773149087090336,8,47.630844743374226,0.7992613310506922,8
242	−50,smallworld,8,1.0,network,federated,0.5,0.6268638422940823,0.2564554811119316,8,6.536734375898634,0.2407761712098799,8,14.925413772479686,0.14665924377891568,8,27.635168061938394,11.517372640691942,8,50.06938612047312,20.4790901737141,8,23.10252271046724,9.371483986199248,8,1.8343976509828654,0.2740373665267425,8,0.3731361577059177,0.25645548111193167,8,0.0,0.0,8,0.596666434495648,0.006527962432582033,8,29.96387,12.551583581251524,8,0.17724642269760096,0.04241733399420508,8,133.125,55.198414832312,8,0.8644506917787924,0.18925873905483734,8,0.3909084771067818,0.38452626117454436,8,14.943555181422864,0.1193287271772584,8,14.907711185843556,0.19981533276267305,8	242	+50,smallworld,8,1.0,network,federated,0.5,0.06818169841445143,0.01620120503484428,8,6.536734375898634,0.2407761712098799,8,39.692134234924005,1.0860100526741117,8,616.2645965801507,172.21135202940215,8,804.5226452613414,223.0976823433512,8,1.3180309073495404,0.32940141827121017,8,2.4314187657376864,0.15124183362139806,8,0.9318183015855486,0.016201205034844266,8,0.0,0.0,8,0.3118216219224089,0.008074416104754787,8,1.65395,0.793909546700918,8,0.3569859340959087,0.09080827582286452,8,456.2217274202641,48.601107353832276,8,0.13010728296685287,0.022715885123212605,8,0.006361323155216285,0.017992538961489758,8,39.873019942349245,0.8605281844568308,8,39.51069000538663,1.4495621954337943,8
243	−50,smallworld,8,1.0,network,federated,2.0,1.0,0.0,8,6.536734375898634,0.2407761712098799,8,14.925413772479686,0.14665924377891568,8,14.925413772479686,0.14665924377891568,8,27.09113110775649,0.38090327809932645,8,36.918841101520265,0.5195831694305499,8,1.0042522019633364,0.005217439581433814,8,0.0,0.0,8,0.0,0.0,8,0.596666434495648,0.006527962432582033,8,48.46637,1.456844142070701,8,0.1437429042074756,0.017389474149675555,8,52.175,5.078315243689164,8,1.0,0.0,8,1.0,0.0,8,14.943555181422864,0.1193287271772584,8,14.907711185843556,0.19981533276267305,8	243	+50,smallworld,8,1.0,network,federated,2.0,0.9991166077738516,0.002498610534228102,8,6.536734375898634,0.2407761712098799,8,39.692134234924005,1.0860100526741117,8,39.728274722581666,1.125465497542894,8,51.904471206448605,1.1872052702217166,8,19.27508836128084,0.44598434301427325,8,1.032282067242996,0.030316041031546247,8,0.0008833922261484099,0.0024986105342280833,8,0.0,0.0,8,0.3118216219224089,0.008074416104754787,8,47.60645,1.384466156961386,8,0.14408400475390098,0.017979271719079103,8,52.175,5.078315243689164,8,0.9982558139534884,0.0049333031245572785,8,1.0,0.0,8,39.873019942349245,0.8605281844568308,8,39.51069000538663,1.4495621954337943,8
244	50,smallworld,8,1.0,network,none,2.0,0.9109537906661027,0.010009768552086322,8,4.0,0.0,8,14.0,0.0,8,15.370136131343024,0.1694116146337291,8,15.370136131343024,0.1694116146337291,8,65.06812790472162,0.7149834680061665,8,1.0502391239081983,0.024453728879124698,8,0.0,0.0,8,0.08904620933389734,0.010009768552086323,8,0.0,0.0,8,53.24632,2.255609094400637,8,0.13878908527645742,0.01538089503587238,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.905531113233678,0.01231452908672841,8,14.0,0.0,8,14.0,0.0,8	244	50,smallworld,8,1.0,network,none,2.0,0.9109537906661027,0.010009768552086322,8,4.0,0.0,8,14.0,0.0,8,15.370136131343024,0.1694116146337291,8,15.370136131343024,0.1694116146337291,8,65.06812790472162,0.7149834680061665,8,1.0502391239081983,0.024453728879124698,8,0.0,0.0,8,0.08904620933389734,0.010009768552086323,8,0.0,0.0,8,53.24632,2.255609094400637,8,0.13878908527645742,0.01538089503587238,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.905531113233678,0.01231452908672841,8,14.0,0.0,8,14.0,0.0,8
245	50,smallworld,8,1.0,network,norms,2.0,0.9593097969041526,0.006123019221470169,8,4.0,0.0,8,12.870791924033938,0.12924827389441815,8,13.417222280985744,0.16208368060662973,8,24.024598455144506,0.4822578132373067,8,41.63886601381836,0.8463073712933025,8,1.0501481191833708,0.024617652769303982,8,0.0,0.0,8,0.04069020309584741,0.00612301922147017,8,0.4413629971931894,0.01093378219737578,8,55.748239999999996,2.397160400521535,8,0.13849904425740386,0.015066419872223574,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9598695694698693,0.010819642690403398,8,12.82344471792554,0.15097453396158525,8,12.916943103035662,0.23886038856902267,8	245	50,smallworld,8,1.0,network,norms,2.0,0.9593097969041526,0.006123019221470169,8,4.0,0.0,8,12.870791924033938,0.12924827389441815,8,13.417222280985744,0.16208368060662973,8,24.024598455144506,0.4822578132373067,8,41.63886601381836,0.8463073712933025,8,1.0501481191833708,0.024617652769303982,8,0.0,0.0,8,0.04069020309584741,0.00612301922147017,8,0.4413629971931894,0.01093378219737578,8,55.748239999999996,2.397160400521535,8,0.13849904425740386,0.015066419872223574,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9598695694698693,0.010819642690403398,8,12.82344471792554,0.15097453396158525,8,12.916943103035662,0.23886038856902267,8
246	50,smallworld,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.87511654988965,0.08179784797128754,8,14.87511654988965,0.08179784797128754,8,24.981280537765027,0.34361909715322764,8,40.03664065284205,0.5539671764721934,8,1.0015642468174113,0.002911792656806439,8,0.0,0.0,8,0.0,0.0,8,0.5645926331435526,0.007164252570798935,8,58.44804,2.145494007821974,8,0.1441037562411285,0.017862767188052006,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.839880137541092,0.11944283751258479,8,14.909346987526465,0.13382324624235536,8	246	50,smallworld,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.87511654988965,0.08179784797128754,8,14.87511654988965,0.08179784797128754,8,24.981280537765027,0.34361909715322764,8,40.03664065284205,0.5539671764721934,8,1.0015642468174113,0.002911792656806439,8,0.0,0.0,8,0.0,0.0,8,0.5645926331435526,0.007164252570798935,8,58.44804,2.145494007821974,8,0.1441037562411285,0.017862767188052006,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.839880137541092,0.11944283751258479,8,14.909346987526465,0.13382324624235536,8
247	−50,smallworld,8,1.0,none,central,0.5,0.06785323916337932,0.017564527043625947,8,8.0,0.0,8,14.858081428879958,0.0653770702400901,8,237.6868008438121,86.33741543365677,8,434.68108231409104,163.24479134939153,8,2.5123842660093283,0.6753530288558863,8,2.4348247485683006,0.42944986549234476,8,0.9321467608366207,0.017564527043625943,8,0.0,0.0,8,0.5990454603641953,0.0068271368353154446,8,2.46595,0.9305760903870247,8,0.31457136556626064,0.0641751358586998,8,701.7375,67.00590992058619,8,0.1351777807893936,0.03554134967730394,8,0.0,0.0,8,14.943555181422864,0.1193287271772584,8,14.772981249414618,0.1741749968913498,8	247	+50,smallworld,8,1.0,none,central,0.5,0.03800527205928656,0.006921300450001462,8,8.0,0.0,8,47.43232571551983,0.2615082809603604,8,1289.7911067389286,264.6849489994507,8,1622.480629610325,335.49185103337476,8,0.6374038524108154,0.11780151410655447,8,2.521391846117763,0.20008299357751963,8,0.9619947279407135,0.006921300450001461,8,0.0,0.0,8,0.2719852987721783,0.00563914554417497,8,-0.08576000000000004,0.33843812010891616,8,0.37026738007085075,0.05208712367093107,8,875.421875,68.09853868463067,8,0.07576395940855468,0.014783332864628764,8,0.0,0.0,8,47.77422072569146,0.4773149087090336,8,47.091924997658474,0.6966999875653992,8
248	−50,smallworld,8,1.0,none,central,2.0,1.0,0.0,8,8.0,0.0,8,14.858081428879958,0.0653770702400901,8,14.858081428879958,0.0653770702400901,8,27.086193922673818,0.401794148076041,8,36.92625820685666,0.5455488568777924,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5990454603641953,0.0068271368353154446,8,48.23095,1.656221958037544,8,0.11076587185985272,0.010717043640139094,8,81.8625,2.7892331255331517,8,1.0,0.0,8,1.0,0.0,8,14.943555181422864,0.1193287271772584,8,14.772981249414618,0.1741749968913498,8	248	+50,smallworld,8,1.0,none,central,2.0,0.9938785703728297,0.011795887446201789,8,8.0,0.0,8,47.43232571551983,0.2615082809603604,8,47.730782950379954,0.6608866948443738,8,60.03399201368809,0.7033585064774169,8,16.659219705125423,0.19411834726955887,8,1.060184869687209,0.02153402788665096,8,0.006121429627170373,0.011795887446201777,8,0.0,0.0,8,0.2719852987721783,0.00563914554417497,8,46.85674,1.4835935392533504,8,0.11303279607499893,0.008938545110249501,8,81.8625,2.7892331255331517,8,0.9921504851737409,0.02127555537112047,8,0.9956377572992815,0.009514573146779198,8,47.77422072569146,0.4773149087090336,8,47.091924997658474,0.6966999875653992,8
249	−50,smallworld,8,1.0,none,federated,0.5,0.7239171384688156,0.2979309753461834,8,6.516759221549927,0.20381886503856075,8,14.858081428879958,0.0653770702400901,8,25.108138197469586,13.339603526382755,8,45.605545489325806,23.83158688693214,8,26.650814811541412,10.830334590265654,8,1.9438639685977344,0.30615288134697105,8,0.27608286153118444,0.2979309753461834,8,0.0,0.0,8,0.5990454603641953,0.0068271368353154446,8,34.44595,14.20230512386734,8,0.1388812771293176,0.04236063837510439,8,123.23125,55.65640084803493,8,0.8644506917787924,0.18925873905483734,8,0.5824839316903634,0.45102928700492334,8,14.943555181422864,0.1193287271772584,8,14.772981249414618,0.1741749968913498,8	249	+50,smallworld,8,1.0,none,federated,0.5,0.06897480345901943,0.016868473230112858,8,6.516759221549927,0.20381886503856075,8,39.40103160977495,1.0062965963440191,8,604.8234937032782,165.1422055610855,8,792.3189985381978,217.03030461862772,8,1.3407533802844585,0.3522759398571064,8,2.4317428468723516,0.15189164842717115,8,0.9310251965409806,0.016868473230112847,8,0.0,0.0,8,0.31438266780310364,0.007918951043738576,8,1.69991,0.8465445476760216,8,0.357960502328704,0.09342424675827585,8,448.4154774202641,49.4905788819637,8,0.13010728296685287,0.022715885123212605,8,0.0075,0.021213203435596423,8,39.873019942349245,0.8605281844568308,8,38.92264190973268,1.3281611487726093,8
250	−50,smallworld,8,1.0,none,federated,2.0,1.0,0.0,8,6.516759221549927,0.20381886503856075,8,14.858081428879958,0.0653770702400901,8,14.858081428879958,0.0653770702400901,8,27.086193922673818,0.401794148076041,8,36.92625820685666,0.5455488568777924,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5990454603641953,0.0068271368353154446,8,48.23095,1.656221958037544,8,0.11076587185985272,0.010717043640139094,8,51.4875,4.272148171587686,8,1.0,0.0,8,1.0,0.0,8,14.943555181422864,0.1193287271772584,8,14.772981249414618,0.1741749968913498,8	250	+50,smallworld,8,1.0,none,federated,2.0,0.9991166077738516,0.002498610534228102,8,6.516759221549927,0.20381886503856075,8,39.40103160977495,1.0062965963440191,8,39.43635053218314,1.0230464533238979,8,51.674942174567136,1.1303678638713481,8,19.359994985816307,0.43137371469765967,8,1.0278605339074107,0.02252536407552757,8,0.0008833922261484099,0.0024986105342280833,8,0.0,0.0,8,0.31438266780310364,0.007918951043738576,8,47.38241,1.5815274216673292,8,0.11096172970289225,0.01069514796427726,8,51.4875,4.272148171587686,8,0.9982558139534884,0.0049333031245572785,8,1.0,0.0,8,39.873019942349245,0.8605281844568308,8,38.92264190973268,1.3281611487726093,8
251	50,smallworld,8,1.0,none,none,2.0,0.9083203494525485,0.00797392399171785,8,4.0,0.0,8,14.0,0.0,8,15.41409918368908,0.13472240269699423,8,15.41409918368908,0.13472240269699423,8,64.88002496089632,0.56956599940842,8,1.0412593073283285,0.021981333240386185,8,0.0,0.0,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,54.07617,1.7966369540258902,8,0.1096576934442723,0.011199324208653431,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.9006169061492353,0.009464439969271344,8,14.0,0.0,8,14.0,0.0,8	251	50,smallworld,8,1.0,none,none,2.0,0.9083203494525485,0.00797392399171785,8,4.0,0.0,8,14.0,0.0,8,15.41409918368908,0.13472240269699423,8,15.41409918368908,0.13472240269699423,8,64.88002496089632,0.56956599940842,8,1.0412593073283285,0.021981333240386185,8,0.0,0.0,8,0.0916796505474515,0.007973923991717867,8,0.0,0.0,8,54.07617,1.7966369540258902,8,0.1096576934442723,0.011199324208653431,8,0.0,0.0,8,0.9162281143899711,0.01200555477164139,8,0.9006169061492353,0.009464439969271344,8,14.0,0.0,8,14.0,0.0,8
252	50,smallworld,8,1.0,none,norms,2.0,0.9558000136630016,0.005421551005625657,8,4.0,0.0,8,12.846056604347796,0.09856853050766365,8,13.440703254858072,0.15187066642113217,8,23.88531921784544,0.4034167658566992,8,41.877061847375494,0.699788293541876,8,1.0422971297841188,0.021660121280997226,8,0.0,0.0,8,0.04419998633699844,0.00542155100562566,8,0.4372142799015929,0.006129987561615102,8,56.57246,1.62934248431691,8,0.10712982047208833,0.01103063833205813,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9531504978240639,0.010709947169866917,8,12.82344471792554,0.15097453396158525,8,12.863860571725992,0.20854515859431166,8	252	50,smallworld,8,1.0,none,norms,2.0,0.9558000136630016,0.005421551005625657,8,4.0,0.0,8,12.846056604347796,0.09856853050766365,8,13.440703254858072,0.15187066642113217,8,23.88531921784544,0.4034167658566992,8,41.877061847375494,0.699788293541876,8,1.0422971297841188,0.021660121280997226,8,0.0,0.0,8,0.04419998633699844,0.00542155100562566,8,0.4372142799015929,0.006129987561615102,8,56.57246,1.62934248431691,8,0.10712982047208833,0.01103063833205813,8,0.0,0.0,8,0.9586687003061669,0.004664051193524072,8,0.9531504978240639,0.010709947169866917,8,12.82344471792554,0.15097453396158525,8,12.863860571725992,0.20854515859431166,8
253	50,smallworld,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.892635692863912,0.08231351735403471,8,14.892635692863912,0.08231351735403471,8,24.856821089583526,0.3236674042201362,8,40.23630916197553,0.5181680471902749,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5617346927045366,0.005342404604196651,8,59.2642,1.7437036094146614,8,0.10711925990971741,0.011752595858385418,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.839880137541092,0.11944283751258479,8,14.937155700859083,0.19345120835955698,8	253	50,smallworld,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.892635692863912,0.08231351735403471,8,14.892635692863912,0.08231351735403471,8,24.856821089583526,0.3236674042201362,8,40.23630916197553,0.5181680471902749,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5617346927045366,0.005342404604196651,8,59.2642,1.7437036094146614,8,0.10711925990971741,0.011752595858385418,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.839880137541092,0.11944283751258479,8,14.937155700859083,0.19345120835955698,8
254	−200,lattice,2,0.0,distribution,central,0.5,0.0794378010811781,0.013237439342451267,8,12.0,0.0,8,16.0,0.0,8,206.5363848926264,35.75868327599199,8,377.42040466468,64.3472248874666,8,2.715404794209534,0.44885047761789715,8,2.5871552566583533,0.15592358550613042,8,0.920562198918822,0.013237439342451286,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,2.71307,0.5907709801364897,8,0.25616224622479594,0.02188008787395417,8,2310.6625,105.85844911956725,8,0.15716727993501534,0.02626013436802473,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	254	+200,lattice,2,0.0,distribution,central,0.5,0.028326091345032122,0.0031787166929351397,8,12.0,0.0,8,76.0,0.0,8,2709.059246317618,266.7003008639692,8,3181.045611224471,310.3438978479409,8,0.3173658668741372,0.0354043657545955,8,2.624037824146033,0.05587864067209144,8,0.9716739086549679,0.003178716692935135,8,0.0,0.0,8,0.19325411618253752,0.001641121200925287,8,-1.412605,0.14988075631743294,8,0.41846845324609866,0.030040831203785458,8,3285.6625,105.85844911956725,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
255	−200,lattice,2,0.0,distribution,central,2.0,0.9643862984150744,0.017208384356615525,8,12.0,0.0,8,16.0,0.0,8,16.595617200012494,0.30459852676399285,8,30.33733525280511,0.6325289230127271,8,32.97499253919051,0.6748480601628238,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,42.80432,1.1055217357041347,8,0.11280373358592666,0.010634451763888957,8,301.9875,4.13605661055482,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,16.0,0.0,8,16.0,0.0,8	255	+200,lattice,2,0.0,distribution,central,2.0,0.9613587602597989,0.018960288205704758,8,12.0,0.0,8,76.0,0.0,8,79.082190202958,1.5888540098522577,8,92.86808953310519,1.923785352010869,8,10.771939483262594,0.21950519749562808,8,1.6990909288053389,0.033826493047791756,8,0.03864123974020102,0.018960288205704758,8,0.0,0.0,8,0.19325411618253752,0.001641121200925287,8,40.85552,1.156675211407986,8,0.11333281924383402,0.010720288254270802,8,301.9875,4.13605661055482,8,0.959408482639685,0.019333834551603514,8,0.9633965141373997,0.02645925741500667,8,76.0,0.0,8,76.0,0.0,8
256	−200,lattice,2,0.0,distribution,federated,0.5,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,16.0,0.0,8,16.595617200012494,0.30459852676399285,8,30.33733525280511,0.6325289230127271,8,32.97499253919051,0.6748480601628238,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,42.80432,1.1055217357041347,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,16.0,0.0,8,16.0,0.0,8	256	+200,lattice,2,0.0,distribution,federated,0.5,0.2871945283823952,0.03306427603326184,8,6.614643882345542,0.15046375959975164,8,43.68786329407325,0.9027825575985076,8,154.13834363443235,20.45405363902743,8,200.79061308704087,25.631795977936765,8,5.048682748123518,0.6162961615198529,8,2.3596561589607394,0.08402240902717159,8,0.7128054716176048,0.03306427603326185,8,0.0,0.0,8,0.30299921854385825,0.005754579608098597,8,11.28185,1.4554162334829561,8,0.40593399644573047,0.03916048051485832,8,118.80006295385483,92.95442665796608,8,0.44372752552732186,0.055562618070148576,8,0.12718012660192057,0.03521788883924247,8,43.52373915495143,0.798112559640892,8,43.85556821079294,1.0475918153630077,8
257	−200,lattice,2,0.0,distribution,federated,2.0,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,16.0,0.0,8,16.595617200012494,0.30459852676399285,8,30.33733525280511,0.6325289230127271,8,32.97499253919051,0.6748480601628238,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,42.80432,1.1055217357041347,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,16.0,0.0,8,16.0,0.0,8	257	+200,lattice,2,0.0,distribution,federated,2.0,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,43.68786329407325,0.9027825575985076,8,45.30935862119621,1.0229241812353538,8,59.051076673988824,1.1968452401187823,8,16.94061141600079,0.3451063931643056,8,1.6748566954404889,0.027321117685114193,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.30299921854385825,0.005754579608098597,8,41.9681,1.0874224956815477,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,43.52373915495143,0.798112559640892,8,43.85556821079294,1.0475918153630077,8
258	200,lattice,2,0.0,distribution,none,2.0,0.15438841662974462,0.018667710682494187,8,4.0,0.0,8,14.0,0.0,8,91.86321707669818,11.239128170410037,8,91.86321707669818,11.239128170410037,8,11.027744044981757,1.3334079058924424,8,2.6192420794531754,0.03186295902548205,8,0.763401311672992,0.020447585008836196,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,8.775755,1.026943042557446,8,0.30509929825305165,0.02631246479011088,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.053553674614283814,0.013701530303695269,8,14.0,0.0,8,14.0,0.0,8	258	200,lattice,2,0.0,distribution,none,2.0,0.15438841662974462,0.018667710682494187,8,4.0,0.0,8,14.0,0.0,8,91.86321707669818,11.239128170410037,8,91.86321707669818,11.239128170410037,8,11.027744044981757,1.3334079058924424,8,2.6192420794531754,0.03186295902548205,8,0.763401311672992,0.020447585008836196,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,8.775755,1.026943042557446,8,0.30509929825305165,0.02631246479011088,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.053553674614283814,0.013701530303695269,8,14.0,0.0,8,14.0,0.0,8
259	200,lattice,2,0.0,distribution,norms,2.0,0.16255651877576915,0.020811100054917275,8,4.0,0.0,8,14.0,0.0,8,87.36499212380708,11.150833657445698,8,149.0850974859646,18.17126345365211,8,6.7960348389832745,0.8347215578940652,8,2.6179189342596896,0.03287811007894051,8,0.7977862955946566,0.02207859965211839,8,0.039657185629574265,0.00256255614853112,8,0.4143367128531453,0.0044375435375196455,8,8.86888,1.1462316403639483,8,0.3037794164040373,0.025050691201233554,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.05686983095672269,0.015460347951279433,8,14.0,0.0,8,14.0,0.0,8	259	200,lattice,2,0.0,distribution,norms,2.0,0.16255651877576915,0.020811100054917275,8,4.0,0.0,8,14.0,0.0,8,87.36499212380708,11.150833657445698,8,149.0850974859646,18.17126345365211,8,6.7960348389832745,0.8347215578940652,8,2.6179189342596896,0.03287811007894051,8,0.7977862955946566,0.02207859965211839,8,0.039657185629574265,0.00256255614853112,8,0.4143367128531453,0.0044375435375196455,8,8.86888,1.1462316403639483,8,0.3037794164040373,0.025050691201233554,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.05686983095672269,0.015460347951279433,8,14.0,0.0,8,14.0,0.0,8
260	200,lattice,2,0.0,distribution,records,2.0,0.9786930131024358,0.007195655727172022,8,2.0,0.0,8,16.0,0.0,8,16.34911074546539,0.12078341334767473,8,26.51803533698858,0.20136460929272174,8,37.712071410075445,0.2840308491580158,8,1.657414743183941,0.02215544740325509,8,0.021306986897564183,0.007195655727171979,8,0.0,0.0,8,0.5375983627207575,0.002309869014693632,8,57.968695000000004,0.7518880819263299,8,0.09615853704185413,0.0063089921666101365,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.9784695827828812,0.009944287631402576,8,16.0,0.0,8,16.0,0.0,8	260	200,lattice,2,0.0,distribution,records,2.0,0.9786930131024358,0.007195655727172022,8,2.0,0.0,8,16.0,0.0,8,16.34911074546539,0.12078341334767473,8,26.51803533698858,0.20136460929272174,8,37.712071410075445,0.2840308491580158,8,1.657414743183941,0.02215544740325509,8,0.021306986897564183,0.007195655727171979,8,0.0,0.0,8,0.5375983627207575,0.002309869014693632,8,57.968695000000004,0.7518880819263299,8,0.09615853704185413,0.0063089921666101365,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.9784695827828812,0.009944287631402576,8,16.0,0.0,8,16.0,0.0,8
261	−200,lattice,2,0.0,network,central,0.5,0.07936924603652888,0.013426451893636695,8,12.0,0.0,8,16.0,0.0,8,206.84900025520213,36.17107172843337,8,377.73302002725575,64.7479963882714,8,2.7140709948511215,0.45221377857675954,8,2.5871552566583533,0.15592358550613042,8,0.9206307539634712,0.013426451893636704,8,0.0,0.0,8,0.5894748694753842,0.003049403520140047,8,2.7124699999999997,0.5918024352771794,8,0.25616224622479594,0.02188008787395417,8,2320.8625,105.32363643958143,8,0.15716727993501534,0.02626013436802473,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	261	+200,lattice,2,0.0,network,central,0.5,0.028285506976509008,0.003095497406257245,8,12.0,0.0,8,76.0,0.0,8,2711.804880195269,261.80038505232983,8,3183.791245102122,305.2299527689493,8,0.3169757521782667,0.034592707843607365,8,2.624037824146033,0.05587864067209144,8,0.971714493023491,0.003095497406257244,8,0.0,0.0,8,0.19311281144188114,0.001967798369490141,8,-1.415455,0.14533325634554534,8,0.41846845324609866,0.030040831203785458,8,3295.8625,105.32363643958143,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
262	−200,lattice,2,0.0,network,central,2.0,0.8652040837617074,0.02808216997508359,8,12.0,0.0,8,16.0,0.0,8,18.50969961716833,0.59703446209075,8,33.82015763100428,1.2072789706587197,8,29.601286176654014,1.0607278128308306,8,1.7256912747155695,0.02722118908816303,8,0.1347959162382925,0.028082169975083573,8,0.0,0.0,8,0.5894748694753842,0.003049403520140047,8,38.36372,1.6177199191101364,8,0.14608824827113337,0.00848830784396587,8,302.3625,4.94250876146343,8,0.963910774715651,0.012852482464694915,8,0.7644713370057948,0.05547752866632413,8,16.0,0.0,8,16.0,0.0,8	262	+200,lattice,2,0.0,network,central,2.0,0.8618290426026689,0.032738852247006206,8,12.0,0.0,8,76.0,0.0,8,88.29639570385484,3.3665034229551734,8,103.67189756676369,4.028725170324742,8,9.658535806720405,0.3742460885023389,8,1.7497115970347987,0.029647984855165763,8,0.13817095739733104,0.03273885224700619,8,0.0,0.0,8,0.19311281144188114,0.001967798369490141,8,36.395795,1.7564312717959834,8,0.14702556168870995,0.009369369732053316,8,302.3625,4.94250876146343,8,0.959408482639685,0.019333834551603514,8,0.7622362376680465,0.05784110390154169,8,76.0,0.0,8,76.0,0.0,8
263	−200,lattice,2,0.0,network,federated,0.5,0.8652040837617074,0.02808216997508359,8,6.708221497010747,0.10800238075547619,8,16.0,0.0,8,18.50969961716833,0.59703446209075,8,33.82015763100428,1.2072789706587197,8,29.601286176654014,1.0607278128308306,8,1.7256912747155695,0.02722118908816303,8,0.1347959162382925,0.028082169975083573,8,0.0,0.0,8,0.5894748694753842,0.003049403520140047,8,38.36372,1.6177199191101364,8,0.14608824827113337,0.00848830784396587,8,46.06875,4.55991365049822,8,0.963910774715651,0.012852482464694915,8,0.7644713370057948,0.05547752866632413,8,16.0,0.0,8,16.0,0.0,8	263	+200,lattice,2,0.0,network,federated,0.5,0.276738323432918,0.036230643315147325,8,6.708221497010747,0.10800238075547619,8,44.24932898206448,0.6480142845328555,8,162.64832087109625,24.3465465857245,8,211.22261333641205,31.062648173111697,8,4.817537035175821,0.6492005149358177,8,2.362375234473658,0.08029851744558163,8,0.723261676567082,0.03623064331514728,8,0.0,0.0,8,0.29980780961060954,0.003610561504839363,8,10.807775,1.6094725538777332,8,0.3992174034993501,0.0453685212422016,8,159.13654082499897,72.62000264273955,8,0.44372752552732186,0.055562618070148576,8,0.10642402994748543,0.04567840281107099,8,43.52373915495143,0.798112559640892,8,44.97970069893627,1.2236923512980926,8
264	−200,lattice,2,0.0,network,federated,2.0,0.8652040837617074,0.02808216997508359,8,6.708221497010747,0.10800238075547619,8,16.0,0.0,8,18.50969961716833,0.59703446209075,8,33.82015763100428,1.2072789706587197,8,29.601286176654014,1.0607278128308306,8,1.7256912747155695,0.02722118908816303,8,0.1347959162382925,0.028082169975083573,8,0.0,0.0,8,0.5894748694753842,0.003049403520140047,8,38.36372,1.6177199191101364,8,0.14608824827113337,0.00848830784396587,8,46.06875,4.55991365049822,8,0.963910774715651,0.012852482464694915,8,0.7644713370057948,0.05547752866632413,8,16.0,0.0,8,16.0,0.0,8	264	+200,lattice,2,0.0,network,federated,2.0,0.86483631651751,0.027972341451315927,8,6.708221497010747,0.10800238075547619,8,44.24932898206448,0.6480142845328555,8,51.222894419044934,2.138381510379432,8,66.53967188364479,2.720127335222083,8,15.050853369402525,0.6216887881779908,8,1.7268789763003078,0.026708299788546542,8,0.13516368348248994,0.027972341451315913,8,0.0,0.0,8,0.29980780961060954,0.003610561504839363,8,37.492775,1.6095787431055193,8,0.14629259332887348,0.008782061755901724,8,46.06875,4.55991365049822,8,0.963910774715651,0.012852482464694915,8,0.7637258101668287,0.05505378845528353,8,43.52373915495143,0.798112559640892,8,44.97970069893627,1.2236923512980926,8
265	200,lattice,2,0.0,network,none,2.0,0.15032186570694886,0.021701060502887327,8,4.0,0.0,8,14.0,0.0,8,94.68278850901093,12.381002211252959,8,94.68278850901093,12.381002211252959,8,10.737276121924918,1.5500757502062372,8,2.6093341106824504,0.028204015864264537,8,0.7672258285279839,0.020909323284945956,8,0.08245230576506725,0.0068406199464400895,8,0.0,0.0,8,8.5258725,1.109255395913983,8,0.304914535168413,0.03254973533549626,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.045270952039398245,0.01736184469278935,8,14.0,0.0,8,14.0,0.0,8	265	200,lattice,2,0.0,network,none,2.0,0.15032186570694886,0.021701060502887327,8,4.0,0.0,8,14.0,0.0,8,94.68278850901093,12.381002211252959,8,94.68278850901093,12.381002211252959,8,10.737276121924918,1.5500757502062372,8,2.6093341106824504,0.028204015864264537,8,0.7672258285279839,0.020909323284945956,8,0.08245230576506725,0.0068406199464400895,8,0.0,0.0,8,8.5258725,1.109255395913983,8,0.304914535168413,0.03254973533549626,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.045270952039398245,0.01736184469278935,8,14.0,0.0,8,14.0,0.0,8
266	200,lattice,2,0.0,network,norms,2.0,0.15790421447808606,0.023657424497377608,8,4.0,0.0,8,14.0,0.0,8,90.22432834495619,12.041329005371852,8,153.86007423235932,19.390045472795066,8,6.600138081008726,0.9212793821382,8,2.607525863964128,0.029125877767709623,8,0.8022170738971359,0.022453168084654425,8,0.039878711624778046,0.003770450229813001,8,0.41414197032270506,0.00556327884648867,8,8.5833725,1.2123856077732504,8,0.30356926688018615,0.033362322638362966,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.047397795631334436,0.018304996620030302,8,14.0,0.0,8,14.0,0.0,8	266	200,lattice,2,0.0,network,norms,2.0,0.15790421447808606,0.023657424497377608,8,4.0,0.0,8,14.0,0.0,8,90.22432834495619,12.041329005371852,8,153.86007423235932,19.390045472795066,8,6.600138081008726,0.9212793821382,8,2.607525863964128,0.029125877767709623,8,0.8022170738971359,0.022453168084654425,8,0.039878711624778046,0.003770450229813001,8,0.41414197032270506,0.00556327884648867,8,8.5833725,1.2123856077732504,8,0.30356926688018615,0.033362322638362966,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.047397795631334436,0.018304996620030302,8,14.0,0.0,8,14.0,0.0,8
267	200,lattice,2,0.0,network,records,2.0,0.905097439624506,0.01842982919421345,8,2.0,0.0,8,16.0,0.0,8,17.684113936726952,0.362610029156492,8,28.709142519617238,0.5226241062486956,8,34.842203484925065,0.63380862213811,8,1.7103368211445908,0.027554908563037203,8,0.094902560375494,0.018429829194213456,8,0.0,0.0,8,0.5380321009590402,0.0021262457201633132,8,53.3934,0.9177849971690393,8,0.12582620083751353,0.009015504717954554,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.8318682388398666,0.03245831788287032,8,16.0,0.0,8,16.0,0.0,8	267	200,lattice,2,0.0,network,records,2.0,0.905097439624506,0.01842982919421345,8,2.0,0.0,8,16.0,0.0,8,17.684113936726952,0.362610029156492,8,28.709142519617238,0.5226241062486956,8,34.842203484925065,0.63380862213811,8,1.7103368211445908,0.027554908563037203,8,0.094902560375494,0.018429829194213456,8,0.0,0.0,8,0.5380321009590402,0.0021262457201633132,8,53.3934,0.9177849971690393,8,0.12582620083751353,0.009015504717954554,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.8318682388398666,0.03245831788287032,8,16.0,0.0,8,16.0,0.0,8
268	−200,lattice,2,0.0,none,central,0.5,0.0794378010811781,0.013237439342451267,8,12.0,0.0,8,16.0,0.0,8,206.5363848926264,35.75868327599199,8,377.42040466468,64.3472248874666,8,2.715404794209534,0.44885047761789715,8,2.5871552566583533,0.15592358550613042,8,0.920562198918822,0.013237439342451286,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,2.71307,0.5907709801364897,8,0.25616224622479594,0.02188008787395417,8,2310.6625,105.85844911956725,8,0.15716727993501534,0.02626013436802473,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	268	+200,lattice,2,0.0,none,central,0.5,0.028326091345032122,0.0031787166929351397,8,12.0,0.0,8,76.0,0.0,8,2709.059246317618,266.7003008639692,8,3181.045611224471,310.3438978479409,8,0.3173658668741372,0.0354043657545955,8,2.624037824146033,0.05587864067209144,8,0.9716739086549679,0.003178716692935135,8,0.0,0.0,8,0.19325411618253752,0.001641121200925287,8,-1.412605,0.14988075631743294,8,0.41846845324609866,0.030040831203785458,8,3285.6625,105.85844911956725,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
269	−200,lattice,2,0.0,none,central,2.0,0.9643862984150744,0.017208384356615525,8,12.0,0.0,8,16.0,0.0,8,16.595617200012494,0.30459852676399285,8,30.33733525280511,0.6325289230127271,8,32.97499253919051,0.6748480601628238,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,42.80432,1.1055217357041347,8,0.11280373358592666,0.010634451763888957,8,301.9875,4.13605661055482,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,16.0,0.0,8,16.0,0.0,8	269	+200,lattice,2,0.0,none,central,2.0,0.9613587602597989,0.018960288205704758,8,12.0,0.0,8,76.0,0.0,8,79.082190202958,1.5888540098522577,8,92.86808953310519,1.923785352010869,8,10.771939483262594,0.21950519749562808,8,1.6990909288053389,0.033826493047791756,8,0.03864123974020102,0.018960288205704758,8,0.0,0.0,8,0.19325411618253752,0.001641121200925287,8,40.85552,1.156675211407986,8,0.11333281924383402,0.010720288254270802,8,301.9875,4.13605661055482,8,0.959408482639685,0.019333834551603514,8,0.9633965141373997,0.02645925741500667,8,76.0,0.0,8,76.0,0.0,8
270	−200,lattice,2,0.0,none,federated,0.5,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,16.0,0.0,8,16.595617200012494,0.30459852676399285,8,30.33733525280511,0.6325289230127271,8,32.97499253919051,0.6748480601628238,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,42.80432,1.1055217357041347,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,16.0,0.0,8,16.0,0.0,8	270	+200,lattice,2,0.0,none,federated,0.5,0.2871945283823952,0.03306427603326184,8,6.614643882345542,0.15046375959975164,8,43.68786329407325,0.9027825575985076,8,154.13834363443235,20.45405363902743,8,200.79061308704087,25.631795977936765,8,5.048682748123518,0.6162961615198529,8,2.3596561589607394,0.08402240902717159,8,0.7128054716176048,0.03306427603326185,8,0.0,0.0,8,0.30299921854385825,0.005754579608098597,8,11.28185,1.4554162334829561,8,0.40593399644573047,0.03916048051485832,8,118.80006295385483,92.95442665796608,8,0.44372752552732186,0.055562618070148576,8,0.12718012660192057,0.03521788883924247,8,43.52373915495143,0.798112559640892,8,43.85556821079294,1.0475918153630077,8
271	−200,lattice,2,0.0,none,federated,2.0,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,16.0,0.0,8,16.595617200012494,0.30459852676399285,8,30.33733525280511,0.6325289230127271,8,32.97499253919051,0.6748480601628238,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,42.80432,1.1055217357041347,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,16.0,0.0,8,16.0,0.0,8	271	+200,lattice,2,0.0,none,federated,2.0,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,43.68786329407325,0.9027825575985076,8,45.30935862119621,1.0229241812353538,8,59.051076673988824,1.1968452401187823,8,16.94061141600079,0.3451063931643056,8,1.6748566954404889,0.027321117685114193,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.30299921854385825,0.005754579608098597,8,41.9681,1.0874224956815477,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,43.52373915495143,0.798112559640892,8,43.85556821079294,1.0475918153630077,8
272	200,lattice,2,0.0,none,none,2.0,0.15438841662974462,0.018667710682494187,8,4.0,0.0,8,14.0,0.0,8,91.86321707669818,11.239128170410037,8,91.86321707669818,11.239128170410037,8,11.027744044981757,1.3334079058924424,8,2.6192420794531754,0.03186295902548205,8,0.763401311672992,0.020447585008836196,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,8.775755,1.026943042557446,8,0.30509929825305165,0.02631246479011088,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.053553674614283814,0.013701530303695269,8,14.0,0.0,8,14.0,0.0,8	272	200,lattice,2,0.0,none,none,2.0,0.15438841662974462,0.018667710682494187,8,4.0,0.0,8,14.0,0.0,8,91.86321707669818,11.239128170410037,8,91.86321707669818,11.239128170410037,8,11.027744044981757,1.3334079058924424,8,2.6192420794531754,0.03186295902548205,8,0.763401311672992,0.020447585008836196,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,8.775755,1.026943042557446,8,0.30509929825305165,0.02631246479011088,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.053553674614283814,0.013701530303695269,8,14.0,0.0,8,14.0,0.0,8
273	200,lattice,2,0.0,none,norms,2.0,0.16255651877576915,0.020811100054917275,8,4.0,0.0,8,14.0,0.0,8,87.36499212380708,11.150833657445698,8,149.0850974859646,18.17126345365211,8,6.7960348389832745,0.8347215578940652,8,2.6179189342596896,0.03287811007894051,8,0.7977862955946566,0.02207859965211839,8,0.039657185629574265,0.00256255614853112,8,0.4143367128531453,0.0044375435375196455,8,8.86888,1.1462316403639483,8,0.3037794164040373,0.025050691201233554,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.05686983095672269,0.015460347951279433,8,14.0,0.0,8,14.0,0.0,8	273	200,lattice,2,0.0,none,norms,2.0,0.16255651877576915,0.020811100054917275,8,4.0,0.0,8,14.0,0.0,8,87.36499212380708,11.150833657445698,8,149.0850974859646,18.17126345365211,8,6.7960348389832745,0.8347215578940652,8,2.6179189342596896,0.03287811007894051,8,0.7977862955946566,0.02207859965211839,8,0.039657185629574265,0.00256255614853112,8,0.4143367128531453,0.0044375435375196455,8,8.86888,1.1462316403639483,8,0.3037794164040373,0.025050691201233554,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.05686983095672269,0.015460347951279433,8,14.0,0.0,8,14.0,0.0,8
274	200,lattice,2,0.0,none,records,2.0,0.9786930131024358,0.007195655727172022,8,2.0,0.0,8,16.0,0.0,8,16.34911074546539,0.12078341334767473,8,26.51803533698858,0.20136460929272174,8,37.712071410075445,0.2840308491580158,8,1.657414743183941,0.02215544740325509,8,0.021306986897564183,0.007195655727171979,8,0.0,0.0,8,0.5375983627207575,0.002309869014693632,8,57.968695000000004,0.7518880819263299,8,0.09615853704185413,0.0063089921666101365,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.9784695827828812,0.009944287631402576,8,16.0,0.0,8,16.0,0.0,8	274	200,lattice,2,0.0,none,records,2.0,0.9786930131024358,0.007195655727172022,8,2.0,0.0,8,16.0,0.0,8,16.34911074546539,0.12078341334767473,8,26.51803533698858,0.20136460929272174,8,37.712071410075445,0.2840308491580158,8,1.657414743183941,0.02215544740325509,8,0.021306986897564183,0.007195655727171979,8,0.0,0.0,8,0.5375983627207575,0.002309869014693632,8,57.968695000000004,0.7518880819263299,8,0.09615853704185413,0.0063089921666101365,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.9784695827828812,0.009944287631402576,8,16.0,0.0,8,16.0,0.0,8
275	−200,lattice,2,1.0,distribution,central,0.5,0.0794378010811781,0.013237439342451267,8,12.0,0.0,8,15.384715815550239,0.05071663264268987,8,198.56968129949317,34.15475748135556,8,369.4537010715468,62.73697253099295,8,2.7736289907615106,0.45805109201505584,8,2.5871552566583533,0.15592358550613042,8,0.920562198918822,0.013237439342451286,8,0.0,0.0,8,0.6023717605578003,0.002911252013404064,8,2.7316475000000002,0.5904412610376364,8,0.25616224622479594,0.02188008787395417,8,2310.6625,105.85844911956725,8,0.15716727993501534,0.02626013436802473,8,0.0,0.0,8,14.878142625972687,0.10313627450104769,8,15.901636655915208,0.0634928944652326,8	275	+200,lattice,2,1.0,distribution,central,0.5,0.028326091345032122,0.0031787166929351397,8,12.0,0.0,8,72.30829489330142,0.3042997958561383,8,2577.0785564041544,249.9612253644414,8,3049.0649213110078,293.5029305095126,8,0.33101335299259166,0.03634779319735843,8,2.624037824146033,0.05587864067209144,8,0.9716739086549679,0.003178716692935135,8,0.0,0.0,8,0.20159580381034428,0.0019601807505335005,8,-1.30114,0.14583193771304995,8,0.41846845324609866,0.030040831203785458,8,3285.6625,105.85844911956725,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,69.26885575583613,0.618817647006284,8,75.40981993549124,0.3809573667913943,8
276	−200,lattice,2,1.0,distribution,central,2.0,0.9643862984150744,0.017208384356615525,8,12.0,0.0,8,15.384715815550239,0.05071663264268987,8,15.957776292997387,0.31856070538780895,8,29.69949434579,0.6396684450185689,8,33.684021100666925,0.7119985021455716,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.6023717605578003,0.002911252013404064,8,42.822897499999996,1.1060158568451257,8,0.11280373358592666,0.010634451763888957,8,301.9875,4.13605661055482,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,14.878142625972687,0.10313627450104769,8,15.901636655915208,0.0634928944652326,8	276	+200,lattice,2,1.0,distribution,central,2.0,0.9613587602597989,0.018960288205704758,8,12.0,0.0,8,72.30829489330142,0.3042997958561383,8,75.2439845702076,1.7165249016982926,8,89.02988390035478,2.037972530064254,8,11.237249333271926,0.25295845963783187,8,1.6990909288053389,0.033826493047791756,8,0.03864123974020102,0.018960288205704758,8,0.0,0.0,8,0.20159580381034428,0.0019601807505335005,8,40.966985,1.1609425821534585,8,0.11333281924383402,0.010720288254270802,8,301.9875,4.13605661055482,8,0.959408482639685,0.019333834551603514,8,0.9633965141373997,0.02645925741500667,8,69.26885575583613,0.618817647006284,8,75.40981993549124,0.3809573667913943,8
277	−200,lattice,2,1.0,distribution,federated,0.5,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,15.384715815550239,0.05071663264268987,8,15.957776292997387,0.31856070538780895,8,29.69949434579,0.6396684450185689,8,33.684021100666925,0.7119985021455716,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.6023717605578003,0.002911252013404064,8,42.822897499999996,1.1060158568451257,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,14.878142625972687,0.10313627450104769,8,15.901636655915208,0.0634928944652326,8	277	+200,lattice,2,1.0,distribution,federated,0.5,0.2871945283823952,0.03306427603326184,8,6.614643882345542,0.15046375959975164,8,41.6638853593752,0.878307073194327,8,146.9799507668658,19.33428922602135,8,193.63222021947433,24.502815859856472,8,5.2342952953678665,0.6353579187539957,8,2.3596561589607394,0.08402240902717159,8,0.7128054716176048,0.03306427603326185,8,0.0,0.0,8,0.31416917532909644,0.006089023691458245,8,11.3429575,1.4528882297169319,8,0.40593399644573047,0.03916048051485832,8,118.80006295385483,92.95442665796608,8,0.44372752552732186,0.055562618070148576,8,0.12718012660192057,0.03521788883924247,8,39.8384013107683,0.753646258640554,8,43.52660463390482,1.0227547133228019,8
278	−200,lattice,2,1.0,distribution,federated,2.0,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,15.384715815550239,0.05071663264268987,8,15.957776292997387,0.31856070538780895,8,29.69949434579,0.6396684450185689,8,33.684021100666925,0.7119985021455716,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.6023717605578003,0.002911252013404064,8,42.822897499999996,1.1060158568451257,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,14.878142625972687,0.10313627450104769,8,15.901636655915208,0.0634928944652326,8	278	+200,lattice,2,1.0,distribution,federated,2.0,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,41.6638853593752,0.878307073194327,8,43.21087496140409,1.021464493573233,8,56.9525930141967,1.1904920572142415,8,17.56521309658692,0.3691412138392015,8,1.6748566954404889,0.027321117685114193,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.31416917532909644,0.006089023691458245,8,42.0292075,1.0885120779138295,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,39.8384013107683,0.753646258640554,8,43.52660463390482,1.0227547133228019,8
279	200,lattice,2,1.0,distribution,none,2.0,0.15438841662974462,0.018667710682494187,8,4.0,0.0,8,14.0,0.0,8,91.86321707669818,11.239128170410037,8,91.86321707669818,11.239128170410037,8,11.027744044981757,1.3334079058924424,8,2.6192420794531754,0.03186295902548205,8,0.763401311672992,0.020447585008836196,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,8.775755,1.026943042557446,8,0.30509929825305165,0.02631246479011088,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.053553674614283814,0.013701530303695269,8,14.0,0.0,8,14.0,0.0,8	279	200,lattice,2,1.0,distribution,none,2.0,0.15438841662974462,0.018667710682494187,8,4.0,0.0,8,14.0,0.0,8,91.86321707669818,11.239128170410037,8,91.86321707669818,11.239128170410037,8,11.027744044981757,1.3334079058924424,8,2.6192420794531754,0.03186295902548205,8,0.763401311672992,0.020447585008836196,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,8.775755,1.026943042557446,8,0.30509929825305165,0.02631246479011088,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.053553674614283814,0.013701530303695269,8,14.0,0.0,8,14.0,0.0,8
280	200,lattice,2,1.0,distribution,norms,2.0,0.16255651877576915,0.020811100054917275,8,4.0,0.0,8,13.391197987761192,0.05336822191128174,8,83.56536413655857,10.684012992511017,8,145.2854694987161,17.691645986974198,8,6.973353854302692,0.8532696662970104,8,2.6179189342596896,0.03287811007894051,8,0.7977862955946566,0.02207859965211839,8,0.039657185629574265,0.00256255614853112,8,0.4251671112458994,0.004994922310702045,8,8.893455,1.1456548687852848,8,0.3037794164040373,0.025050691201233554,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.05686983095672269,0.015460347951279433,8,12.859998404354839,0.07383783971798052,8,13.926584595406855,0.09164608982813274,8	280	200,lattice,2,1.0,distribution,norms,2.0,0.16255651877576915,0.020811100054917275,8,4.0,0.0,8,13.391197987761192,0.05336822191128174,8,83.56536413655857,10.684012992511017,8,145.2854694987161,17.691645986974198,8,6.973353854302692,0.8532696662970104,8,2.6179189342596896,0.03287811007894051,8,0.7977862955946566,0.02207859965211839,8,0.039657185629574265,0.00256255614853112,8,0.4251671112458994,0.004994922310702045,8,8.893455,1.1456548687852848,8,0.3037794164040373,0.025050691201233554,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.05686983095672269,0.015460347951279433,8,12.859998404354839,0.07383783971798052,8,13.926584595406855,0.09164608982813274,8
281	200,lattice,2,1.0,distribution,records,2.0,0.9786930131024358,0.007195655727172022,8,2.0,0.0,8,15.398526120527789,0.06860606526125122,8,15.734670983695233,0.15558691387923862,8,25.903595575218425,0.2575045618767948,8,38.60799077215204,0.3807369045295442,8,1.657414743183941,0.02215544740325509,8,0.021306986897564183,0.007195655727171979,8,0.0,0.0,8,0.5503579802288624,0.0016745635730404597,8,57.992895,0.7546025165040843,8,0.09615853704185413,0.0063089921666101365,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.9784695827828812,0.009944287631402576,8,14.837345822423629,0.06960276138473194,8,15.953220330573192,0.09817242209572853,8	281	200,lattice,2,1.0,distribution,records,2.0,0.9786930131024358,0.007195655727172022,8,2.0,0.0,8,15.398526120527789,0.06860606526125122,8,15.734670983695233,0.15558691387923862,8,25.903595575218425,0.2575045618767948,8,38.60799077215204,0.3807369045295442,8,1.657414743183941,0.02215544740325509,8,0.021306986897564183,0.007195655727171979,8,0.0,0.0,8,0.5503579802288624,0.0016745635730404597,8,57.992895,0.7546025165040843,8,0.09615853704185413,0.0063089921666101365,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.9784695827828812,0.009944287631402576,8,14.837345822423629,0.06960276138473194,8,15.953220330573192,0.09817242209572853,8
282	−200,lattice,2,1.0,network,central,0.5,0.07936924603652888,0.013426451893636695,8,12.0,0.0,8,14.859377527392377,0.08282449165806947,8,192.16737074845713,34.01020846981886,8,363.0513905205107,62.56075677834742,8,2.824708382104427,0.4740790673942395,8,2.5871552566583533,0.15592358550613042,8,0.9206307539634712,0.013426451893636704,8,0.0,0.0,8,0.613411504942949,0.004465150548462104,8,2.7469324999999998,0.5925687572823451,8,0.25616224622479594,0.02188008787395417,8,2320.8625,105.32363643958143,8,0.15716727993501534,0.02626013436802473,8,0.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.83974008127544,0.08672188693324474,8	282	+200,lattice,2,1.0,network,central,0.5,0.028285506976509008,0.003095497406257245,8,12.0,0.0,8,69.15626516435427,0.49694694994840877,8,2467.4734514970505,238.35525367083736,8,2939.459816403904,281.3355396065062,8,0.34328053467880437,0.03702091788342785,8,2.624037824146033,0.05587864067209144,8,0.971714493023491,0.003095497406257244,8,0.0,0.0,8,0.2091662363512263,0.0031243493377536126,8,-1.20868,0.14402455346224824,8,0.41846845324609866,0.030040831203785458,8,3295.8625,105.32363643958143,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,69.26885575583613,0.618817647006284,8,69.03844048765264,0.5203313215994667,8
283	−200,lattice,2,1.0,network,central,2.0,0.8652040837617074,0.02808216997508359,8,12.0,0.0,8,14.859377527392377,0.08282449165806947,8,17.189332198143774,0.532804628461321,8,32.49979021197973,1.1276177623914516,8,30.80199052190008,1.072826540639053,8,1.7256912747155695,0.02722118908816303,8,0.1347959162382925,0.028082169975083573,8,0.0,0.0,8,0.613411504942949,0.004465150548462104,8,38.3981825,1.6168006138557351,8,0.14608824827113337,0.00848830784396587,8,302.3625,4.94250876146343,8,0.963910774715651,0.012852482464694915,8,0.7644713370057948,0.05547752866632413,8,14.878142625972687,0.10313627450104769,8,14.83974008127544,0.08672188693324474,8	283	+200,lattice,2,1.0,network,central,2.0,0.8618290426026689,0.032738852247006206,8,12.0,0.0,8,69.15626516435427,0.49694694994840877,8,80.34263841852224,3.0421071416731102,8,95.71814028143109,3.6687115770472873,8,10.460667044552714,0.3975726327374184,8,1.7497115970347987,0.029647984855165763,8,0.13817095739733104,0.03273885224700619,8,0.0,0.0,8,0.2091662363512263,0.0031243493377536126,8,36.60257,1.752784731465088,8,0.14702556168870995,0.009369369732053316,8,302.3625,4.94250876146343,8,0.959408482639685,0.019333834551603514,8,0.7622362376680465,0.05784110390154169,8,69.26885575583613,0.618817647006284,8,69.03844048765264,0.5203313215994667,8
284	−200,lattice,2,1.0,network,federated,0.5,0.8652040837617074,0.02808216997508359,8,6.708221497010747,0.10800238075547619,8,14.859377527392377,0.08282449165806947,8,17.189332198143774,0.532804628461321,8,32.49979021197973,1.1276177623914516,8,30.80199052190008,1.072826540639053,8,1.7256912747155695,0.02722118908816303,8,0.1347959162382925,0.028082169975083573,8,0.0,0.0,8,0.613411504942949,0.004465150548462104,8,38.3981825,1.6168006138557351,8,0.14608824827113337,0.00848830784396587,8,46.06875,4.55991365049822,8,0.963910774715651,0.012852482464694915,8,0.7644713370057948,0.05547752866632413,8,14.878142625972687,0.10313627450104769,8,14.83974008127544,0.08672188693324474,8	284	+200,lattice,2,1.0,network,federated,0.5,0.276738323432918,0.036230643315147325,8,6.708221497010747,0.10800238075547619,8,40.38372565293174,0.532235159575134,8,148.44082579243297,22.166146933026223,8,197.01511825774875,28.869876392452607,8,5.164694599560032,0.6967731605934802,8,2.362375234473658,0.08029851744558163,8,0.723261676567082,0.03623064331514728,8,0.0,0.0,8,0.32141999412215655,0.004271911985648363,8,10.924565,1.608028267048987,8,0.3992174034993501,0.0453685212422016,8,159.13654082499897,72.62000264273955,8,0.44372752552732186,0.055562618070148576,8,0.10642402994748543,0.04567840281107099,8,39.8384013107683,0.753646258640554,8,40.92862181258232,1.0761218804326598,8
285	−200,lattice,2,1.0,network,federated,2.0,0.8652040837617074,0.02808216997508359,8,6.708221497010747,0.10800238075547619,8,14.859377527392377,0.08282449165806947,8,17.189332198143774,0.532804628461321,8,32.49979021197973,1.1276177623914516,8,30.80199052190008,1.072826540639053,8,1.7256912747155695,0.02722118908816303,8,0.1347959162382925,0.028082169975083573,8,0.0,0.0,8,0.613411504942949,0.004465150548462104,8,38.3981825,1.6168006138557351,8,0.14608824827113337,0.00848830784396587,8,46.06875,4.55991365049822,8,0.963910774715651,0.012852482464694915,8,0.7644713370057948,0.05547752866632413,8,14.878142625972687,0.10313627450104769,8,14.83974008127544,0.08672188693324474,8	285	+200,lattice,2,1.0,network,federated,2.0,0.86483631651751,0.027972341451315927,8,6.708221497010747,0.10800238075547619,8,40.38372565293174,0.532235159575134,8,46.74643778055174,1.8822963748590094,8,62.06321524515158,2.4463541548544647,8,16.134765384379076,0.642861069710965,8,1.7268789763003078,0.026708299788546542,8,0.13516368348248994,0.027972341451315913,8,0.0,0.0,8,0.32141999412215655,0.004271911985648363,8,37.609565,1.6064820284175512,8,0.14629259332887348,0.008782061755901724,8,46.06875,4.55991365049822,8,0.963910774715651,0.012852482464694915,8,0.7637258101668287,0.05505378845528353,8,39.8384013107683,0.753646258640554,8,40.92862181258232,1.0761218804326598,8
286	200,lattice,2,1.0,network,none,2.0,0.15032186570694886,0.021701060502887327,8,4.0,0.0,8,14.0,0.0,8,94.68278850901093,12.381002211252959,8,94.68278850901093,12.381002211252959,8,10.737276121924918,1.5500757502062372,8,2.6093341106824504,0.028204015864264537,8,0.7672258285279839,0.020909323284945956,8,0.08245230576506725,0.0068406199464400895,8,0.0,0.0,8,8.5258725,1.109255395913983,8,0.304914535168413,0.03254973533549626,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.045270952039398245,0.01736184469278935,8,14.0,0.0,8,14.0,0.0,8	286	200,lattice,2,1.0,network,none,2.0,0.15032186570694886,0.021701060502887327,8,4.0,0.0,8,14.0,0.0,8,94.68278850901093,12.381002211252959,8,94.68278850901093,12.381002211252959,8,10.737276121924918,1.5500757502062372,8,2.6093341106824504,0.028204015864264537,8,0.7672258285279839,0.020909323284945956,8,0.08245230576506725,0.0068406199464400895,8,0.0,0.0,8,8.5258725,1.109255395913983,8,0.304914535168413,0.03254973533549626,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.045270952039398245,0.01736184469278935,8,14.0,0.0,8,14.0,0.0,8
287	200,lattice,2,1.0,network,norms,2.0,0.15790421447808606,0.023657424497377608,8,4.0,0.0,8,12.876451744637317,0.043590446472084377,8,82.97999911850538,11.042225220639885,8,146.6157450059085,18.38291587922083,8,6.925245359761927,0.9625660707256462,8,2.607525863964128,0.029125877767709623,8,0.8022170738971359,0.022453168084654425,8,0.039878711624778046,0.003770450229813001,8,0.4345740177516867,0.005892160490916965,8,8.6287875,1.2112269887980769,8,0.30356926688018615,0.033362322638362966,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.047397795631334436,0.018304996620030302,8,12.859998404354839,0.07383783971798052,8,12.891359319611208,0.0870989370695853,8	287	200,lattice,2,1.0,network,norms,2.0,0.15790421447808606,0.023657424497377608,8,4.0,0.0,8,12.876451744637317,0.043590446472084377,8,82.97999911850538,11.042225220639885,8,146.6157450059085,18.38291587922083,8,6.925245359761927,0.9625660707256462,8,2.607525863964128,0.029125877767709623,8,0.8022170738971359,0.022453168084654425,8,0.039878711624778046,0.003770450229813001,8,0.4345740177516867,0.005892160490916965,8,8.6287875,1.2112269887980769,8,0.30356926688018615,0.033362322638362966,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.047397795631334436,0.018304996620030302,8,12.859998404354839,0.07383783971798052,8,12.891359319611208,0.0870989370695853,8
288	200,lattice,2,1.0,network,records,2.0,0.905097439624506,0.01842982919421345,8,2.0,0.0,8,14.878166997284872,0.027165142999095695,8,16.443983209175425,0.3263176539271445,8,27.469011792065707,0.4863663704403901,8,36.414635732924204,0.6440894054070683,8,1.7103368211445908,0.027554908563037203,8,0.094902560375494,0.018429829194213456,8,0.0,0.0,8,0.5623175216358699,0.002087193948558991,8,53.4383875,0.917385179109626,8,0.12582620083751353,0.009015504717954554,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.8318682388398666,0.03245831788287032,8,14.837345822423629,0.06960276138473194,8,14.918115211908397,0.055711009616709224,8	288	200,lattice,2,1.0,network,records,2.0,0.905097439624506,0.01842982919421345,8,2.0,0.0,8,14.878166997284872,0.027165142999095695,8,16.443983209175425,0.3263176539271445,8,27.469011792065707,0.4863663704403901,8,36.414635732924204,0.6440894054070683,8,1.7103368211445908,0.027554908563037203,8,0.094902560375494,0.018429829194213456,8,0.0,0.0,8,0.5623175216358699,0.002087193948558991,8,53.4383875,0.917385179109626,8,0.12582620083751353,0.009015504717954554,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.8318682388398666,0.03245831788287032,8,14.837345822423629,0.06960276138473194,8,14.918115211908397,0.055711009616709224,8
289	−200,lattice,2,1.0,none,central,0.5,0.0794378010811781,0.013237439342451267,8,12.0,0.0,8,14.885130911597454,0.046025690937507656,8,192.18227539246703,33.469658009858755,8,363.0662951645206,62.063806466825234,8,2.8233428015833364,0.4693272254481917,8,2.5871552566583533,0.15592358550613042,8,0.920562198918822,0.013237439342451286,8,0.0,0.0,8,0.6130689792181245,0.0026969622115790622,8,2.7467375,0.5913784990958475,8,0.25616224622479594,0.02188008787395417,8,2310.6625,105.85844911956725,8,0.15716727993501534,0.02626013436802473,8,0.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.891223654027733,0.08311131574162016,8	289	+200,lattice,2,1.0,none,central,0.5,0.028326091345032122,0.0031787166929351397,8,12.0,0.0,8,69.31078546958473,0.27615414562504986,8,2470.5837297639064,243.1668101781563,8,2942.5700946707598,286.77632666547214,8,0.3430757252897957,0.03818685988290193,8,2.624037824146033,0.05587864067209144,8,0.9716739086549679,0.003178716692935135,8,0.0,0.0,8,0.20891419710889886,0.00187603528906317,8,-1.2106000000000001,0.1485174552511782,8,0.41846845324609866,0.030040831203785458,8,3285.6625,105.85844911956725,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,69.26885575583613,0.618817647006284,8,69.3473419241664,0.49866789444972004,8
290	−200,lattice,2,1.0,none,central,2.0,0.9643862984150744,0.017208384356615525,8,12.0,0.0,8,14.885130911597454,0.046025690937507656,8,15.439223491948031,0.28559235716342085,8,29.180941544740644,0.6125344815445124,8,34.28193329841575,0.7074871822520782,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.6130689792181245,0.0026969622115790622,8,42.8379875,1.1058257195643453,8,0.11280373358592666,0.010634451763888957,8,301.9875,4.13605661055482,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,14.878142625972687,0.10313627450104769,8,14.891223654027733,0.08311131574162016,8	290	+200,lattice,2,1.0,none,central,2.0,0.9613587602597989,0.018960288205704758,8,12.0,0.0,8,69.31078546958473,0.27615414562504986,8,72.12181242406544,1.4817103553597604,8,85.90771175421261,1.8120660431882227,8,11.644874558670825,0.24255970975622734,8,1.6990909288053389,0.033826493047791756,8,0.03864123974020102,0.018960288205704758,8,0.0,0.0,8,0.20891419710889886,0.00187603528906317,8,41.057525,1.158750935681543,8,0.11333281924383402,0.010720288254270802,8,301.9875,4.13605661055482,8,0.959408482639685,0.019333834551603514,8,0.9633965141373997,0.02645925741500667,8,69.26885575583613,0.618817647006284,8,69.3473419241664,0.49866789444972004,8
291	−200,lattice,2,1.0,none,federated,0.5,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,14.885130911597454,0.046025690937507656,8,15.439223491948031,0.28559235716342085,8,29.180941544740644,0.6125344815445124,8,34.28193329841575,0.7074871822520782,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.6130689792181245,0.0026969622115790622,8,42.8379875,1.1058257195643453,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,14.878142625972687,0.10313627450104769,8,14.891223654027733,0.08311131574162016,8	291	+200,lattice,2,1.0,none,federated,0.5,0.2871945283823952,0.03306427603326184,8,6.614643882345542,0.15046375959975164,8,40.0219519626148,0.870814781214706,8,141.21083420700788,18.789747610146726,8,187.8631036596164,23.96727935573634,8,5.3963275499672125,0.6612359920222637,8,2.3596561589607394,0.08402240902717159,8,0.7128054716176048,0.03306427603326185,8,0.0,0.0,8,0.3238549042553741,0.006250946029007679,8,11.3925625,1.4544084486017972,8,0.40593399644573047,0.03916048051485832,8,118.80006295385483,92.95442665796608,8,0.44372752552732186,0.055562618070148576,8,0.12718012660192057,0.03521788883924247,8,39.8384013107683,0.753646258640554,8,40.20543835090291,1.023774561808476,8
292	−200,lattice,2,1.0,none,federated,2.0,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,14.885130911597454,0.046025690937507656,8,15.439223491948031,0.28559235716342085,8,29.180941544740644,0.6125344815445124,8,34.28193329841575,0.7074871822520782,8,1.6745185541794918,0.02707069817616062,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.6130689792181245,0.0026969622115790622,8,42.8379875,1.1058257195643453,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,14.878142625972687,0.10313627450104769,8,14.891223654027733,0.08311131574162016,8	292	+200,lattice,2,1.0,none,federated,2.0,0.9643862984150744,0.017208384356615525,8,6.614643882345542,0.15046375959975164,8,40.0219519626148,0.870814781214706,8,41.507361659285735,0.9762628337825836,8,55.249079712078355,1.1470835337594318,8,18.106740184684224,0.37941293292694,8,1.6748566954404889,0.027321117685114193,8,0.03561370158492564,0.01720838435661552,8,0.0,0.0,8,0.3238549042553741,0.006250946029007679,8,42.0788125,1.0893234727212242,8,0.11280373358592666,0.010634451763888957,8,41.75,7.043335248912367,8,0.963910774715651,0.012852482464694915,8,0.9649096277890473,0.026604094004439863,8,39.8384013107683,0.753646258640554,8,40.20543835090291,1.023774561808476,8
293	200,lattice,2,1.0,none,none,2.0,0.15438841662974462,0.018667710682494187,8,4.0,0.0,8,14.0,0.0,8,91.86321707669818,11.239128170410037,8,91.86321707669818,11.239128170410037,8,11.027744044981757,1.3334079058924424,8,2.6192420794531754,0.03186295902548205,8,0.763401311672992,0.020447585008836196,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,8.775755,1.026943042557446,8,0.30509929825305165,0.02631246479011088,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.053553674614283814,0.013701530303695269,8,14.0,0.0,8,14.0,0.0,8	293	200,lattice,2,1.0,none,none,2.0,0.15438841662974462,0.018667710682494187,8,4.0,0.0,8,14.0,0.0,8,91.86321707669818,11.239128170410037,8,91.86321707669818,11.239128170410037,8,11.027744044981757,1.3334079058924424,8,2.6192420794531754,0.03186295902548205,8,0.763401311672992,0.020447585008836196,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,8.775755,1.026943042557446,8,0.30509929825305165,0.02631246479011088,8,0.0,0.0,8,0.2546331887389363,0.032783894892996976,8,0.053553674614283814,0.013701530303695269,8,14.0,0.0,8,14.0,0.0,8
294	200,lattice,2,1.0,none,norms,2.0,0.16255651877576915,0.020811100054917275,8,4.0,0.0,8,12.883098883980201,0.023847967098784856,8,80.40329073605224,10.341866528606039,8,142.12339609820978,17.359581890503442,8,7.129261438131944,0.8769414083118977,8,2.6179189342596896,0.03287811007894051,8,0.7977862955946566,0.02207859965211839,8,0.039657185629574265,0.00256255614853112,8,0.4346443580979885,0.004782082079823859,8,8.913985,1.1460977603652687,8,0.3037794164040373,0.025050691201233554,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.05686983095672269,0.015460347951279433,8,12.859998404354839,0.07383783971798052,8,12.905637608096038,0.06530905110644361,8	294	200,lattice,2,1.0,none,norms,2.0,0.16255651877576915,0.020811100054917275,8,4.0,0.0,8,12.883098883980201,0.023847967098784856,8,80.40329073605224,10.341866528606039,8,142.12339609820978,17.359581890503442,8,7.129261438131944,0.8769414083118977,8,2.6179189342596896,0.03287811007894051,8,0.7977862955946566,0.02207859965211839,8,0.039657185629574265,0.00256255614853112,8,0.4346443580979885,0.004782082079823859,8,8.913985,1.1460977603652687,8,0.3037794164040373,0.025050691201233554,8,0.0,0.0,8,0.26765808059285273,0.03638783022410117,8,0.05686983095672269,0.015460347951279433,8,12.859998404354839,0.07383783971798052,8,12.905637608096038,0.06530905110644361,8
295	200,lattice,2,1.0,none,records,2.0,0.9786930131024358,0.007195655727172022,8,2.0,0.0,8,14.856965324744465,0.07547630284423544,8,15.181461928327773,0.17297854514438352,8,25.350386519850964,0.2639425346472606,8,39.450848533801604,0.4081825300038597,8,1.657414743183941,0.02215544740325509,8,0.021306986897564183,0.007195655727171979,8,0.0,0.0,8,0.5623726018195733,0.0023603132074916672,8,58.014655,0.7545449818835975,8,0.09615853704185413,0.0063089921666101365,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.9784695827828812,0.009944287631402576,8,14.837345822423629,0.06960276138473194,8,14.876926664663673,0.1268749705657153,8	295	200,lattice,2,1.0,none,records,2.0,0.9786930131024358,0.007195655727172022,8,2.0,0.0,8,14.856965324744465,0.07547630284423544,8,15.181461928327773,0.17297854514438352,8,25.350386519850964,0.2639425346472606,8,39.450848533801604,0.4081825300038597,8,1.657414743183941,0.02215544740325509,8,0.021306986897564183,0.007195655727171979,8,0.0,0.0,8,0.5623726018195733,0.0023603132074916672,8,58.014655,0.7545449818835975,8,0.09615853704185413,0.0063089921666101365,8,0.0,0.0,8,0.9789019767704061,0.009384732007093987,8,0.9784695827828812,0.009944287631402576,8,14.837345822423629,0.06960276138473194,8,14.876926664663673,0.1268749705657153,8
296	−200,lattice,8,0.0,distribution,central,0.5,0.08010193428345819,0.013122963793378099,8,12.0,0.0,8,16.0,0.0,8,204.76530579163312,35.65752307722745,8,374.17644900041324,64.09157603733001,8,2.7380829060070506,0.44485138203396646,8,2.565761278132555,0.16427190710260103,8,0.9198980657165419,0.01312296379337812,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,2.74307,0.5854837873563562,8,0.2568861675492087,0.024018273394466667,8,2310.6625,105.85844911956725,8,0.1584677149531424,0.02595097813523643,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	296	+200,lattice,8,0.0,distribution,central,0.5,0.028326091345032122,0.0031787166929351397,8,12.0,0.0,8,76.0,0.0,8,2709.059246317618,266.7003008639692,8,3181.045611224471,310.3438978479409,8,0.3173658668741372,0.0354043657545955,8,2.619553437798902,0.058221372646547996,8,0.9716739086549679,0.003178716692935135,8,0.0,0.0,8,0.19325411618253752,0.001641121200925287,8,-1.412605,0.14988075631743294,8,0.41846845324609866,0.030040831203785458,8,3285.6625,105.85844911956725,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
297	−200,lattice,8,0.0,distribution,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.247757181144955,0.18158075143709362,8,34.191808464349236,0.21218344705295936,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,44.414945,0.6137908010063358,8,0.11354111511026244,0.009312237908220696,8,301.9875,4.13605661055482,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	297	+200,lattice,8,0.0,distribution,central,2.0,0.9969724618447247,0.00856317103958494,8,12.0,0.0,8,76.0,0.0,8,76.23580414824889,0.6669548490348487,8,89.52473831892496,0.8134422667612093,8,11.170890077549792,0.09976932113544568,8,1.08841207238343,0.022847284494624125,8,0.0030275381552753817,0.008563171039584932,8,0.0,0.0,8,0.19325411618253752,0.001641121200925287,8,42.466145,0.7231477509373275,8,0.11414355728053371,0.009381430468093746,8,301.9875,4.13605661055482,8,0.995497707924034,0.012734405031191914,8,0.9984868863483524,0.004279731695143854,8,76.0,0.0,8,76.0,0.0,8
298	−200,lattice,8,0.0,distribution,federated,0.5,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,16.0,0.0,8,16.0,0.0,8,29.247757181144955,0.18158075143709362,8,34.191808464349236,0.21218344705295936,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,44.414945,0.6137908010063358,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	298	+200,lattice,8,0.0,distribution,federated,0.5,0.2934959213271106,0.03678369633077626,8,6.614643882345542,0.15046375959975164,8,43.68786329407325,0.9027825575985076,8,151.13393562790213,21.28894946869884,8,196.87555918675534,26.7718715621459,8,5.159317775725106,0.6775432353066568,8,2.274099236079863,0.10120988088592334,8,0.7065040786728894,0.036783696330776244,8,0.0,0.0,8,0.30299921854385825,0.005754579608098597,8,11.56685,1.624583889088438,8,0.4096195513742529,0.038231839674894484,8,118.80006295385483,92.95442665796608,8,0.452231275872201,0.06010843699555321,8,0.1311808440961875,0.03463077169391119,8,43.52373915495143,0.798112559640892,8,43.85556821079294,1.0475918153630077,8
299	−200,lattice,8,0.0,distribution,federated,2.0,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,16.0,0.0,8,16.0,0.0,8,29.247757181144955,0.18158075143709362,8,34.191808464349236,0.21218344705295936,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,44.414945,0.6137908010063358,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	299	+200,lattice,8,0.0,distribution,federated,2.0,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,43.68786329407325,0.9027825575985076,8,43.68786329407325,0.9027825575985076,8,56.93562047521821,0.8768082587835327,8,17.56735507994893,0.27146535342209877,8,1.002108453841615,0.002066216168777593,8,0.0,0.0,8,0.0,0.0,8,0.30299921854385825,0.005754579608098597,8,43.578725000000006,0.59597491124088,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,43.52373915495143,0.798112559640892,8,43.85556821079294,1.0475918153630077,8
300	200,lattice,8,0.0,distribution,none,2.0,0.9177897283027365,0.006582107602747537,8,4.0,0.0,8,14.0,0.0,8,15.254723116920271,0.10907432321037078,8,15.254723116920271,0.10907432321037078,8,65.55640916448118,0.47015054305339676,8,1.0328081086319907,0.004212182345453842,8,0.0,0.0,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,55.043255,1.1373261806661135,8,0.10095033622527681,0.005268141646814916,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9216352240804515,0.007203123323300676,8,14.0,0.0,8,14.0,0.0,8	300	200,lattice,8,0.0,distribution,none,2.0,0.9177897283027365,0.006582107602747537,8,4.0,0.0,8,14.0,0.0,8,15.254723116920271,0.10907432321037078,8,15.254723116920271,0.10907432321037078,8,65.55640916448118,0.47015054305339676,8,1.0328081086319907,0.004212182345453842,8,0.0,0.0,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,55.043255,1.1373261806661135,8,0.10095033622527681,0.005268141646814916,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9216352240804515,0.007203123323300676,8,14.0,0.0,8,14.0,0.0,8
301	200,lattice,8,0.0,distribution,norms,2.0,0.9603428143704258,0.0025625561485311055,8,4.0,0.0,8,14.0,0.0,8,14.578218216502018,0.03884994683082013,8,24.89322169802114,0.22188461180685617,8,40.174368130576575,0.35774532011191534,8,1.033008471660103,0.0043678329168437315,8,0.0,0.0,8,0.039657185629574265,0.00256255614853112,8,0.4143367128531453,0.0044375435375196455,8,57.22138,1.1166040872471956,8,0.09880739573606122,0.005052167576973884,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.9634413636898187,0.0023467324275071493,8,14.0,0.0,8,14.0,0.0,8	301	200,lattice,8,0.0,distribution,norms,2.0,0.9603428143704258,0.0025625561485311055,8,4.0,0.0,8,14.0,0.0,8,14.578218216502018,0.03884994683082013,8,24.89322169802114,0.22188461180685617,8,40.174368130576575,0.35774532011191534,8,1.033008471660103,0.0043678329168437315,8,0.0,0.0,8,0.039657185629574265,0.00256255614853112,8,0.4143367128531453,0.0044375435375196455,8,57.22138,1.1166040872471956,8,0.09880739573606122,0.005052167576973884,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.9634413636898187,0.0023467324275071493,8,14.0,0.0,8,14.0,0.0,8
302	200,lattice,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.952033441080015,0.1300048338409279,8,38.53346977327021,0.1924890845577991,8,1.0005855522682445,0.0016561919184596334,8,0.0,0.0,8,0.0,0.0,8,0.5375983627207575,0.002309869014693632,8,59.254945,0.7737335656412953,8,0.09764443976417148,0.006304537592732664,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	302	200,lattice,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.952033441080015,0.1300048338409279,8,38.53346977327021,0.1924890845577991,8,1.0005855522682445,0.0016561919184596334,8,0.0,0.0,8,0.0,0.0,8,0.5375983627207575,0.002309869014693632,8,59.254945,0.7737335656412953,8,0.09764443976417148,0.006304537592732664,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
303	−200,lattice,8,0.0,network,central,0.5,0.08003577570341636,0.013335399985197616,8,12.0,0.0,8,16.0,0.0,8,205.0833735583717,36.11875283981616,8,374.4945167671518,64.54257647256645,8,2.736794065428193,0.44866299817536814,8,2.565761278132555,0.16427190710260103,8,0.9199642242965836,0.013335399985197621,8,0.0,0.0,8,0.5894748694753842,0.003049403520140047,8,2.74247,0.5866624798443675,8,0.2568861675492087,0.024018273394466667,8,2320.8625,105.32363643958143,8,0.1584677149531424,0.02595097813523643,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	303	+200,lattice,8,0.0,network,central,0.5,0.028285506976509008,0.003095497406257245,8,12.0,0.0,8,76.0,0.0,8,2711.804880195269,261.80038505232983,8,3183.791245102122,305.2299527689493,8,0.3169757521782667,0.034592707843607365,8,2.619553437798902,0.058221372646547996,8,0.971714493023491,0.003095497406257244,8,0.0,0.0,8,0.19311281144188114,0.001967798369490141,8,-1.415455,0.14533325634554534,8,0.41846845324609866,0.030040831203785458,8,3295.8625,105.32363643958143,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
304	−200,lattice,8,0.0,network,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.232269541500283,0.21785002770813308,8,34.210427543717984,0.2541169600116732,8,1.0039009333458202,0.003828116476217781,8,0.0,0.0,8,0.0,0.0,8,0.5894748694753842,0.003049403520140047,8,44.470595,0.7334683002011739,8,0.15102821615830755,0.008701837637415413,8,302.3625,4.94250876146343,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	304	+200,lattice,8,0.0,network,central,2.0,0.9962523290060407,0.010329525474827166,8,12.0,0.0,8,76.0,0.0,8,76.2932322181686,0.8088089788474453,8,89.57634900881017,0.9517416242781986,8,11.164742268582941,0.11630060316067328,8,1.098132745680411,0.024104998931495644,8,0.0037476709939593335,0.010329525474827165,8,0.0,0.0,8,0.19311281144188114,0.001967798369490141,8,42.485795,0.8075744360030936,8,0.15204252935902865,0.009127138107693736,8,302.3625,4.94250876146343,8,0.995497707924034,0.012734405031191914,8,0.9970159389381524,0.007906569564942092,8,76.0,0.0,8,76.0,0.0,8
305	−200,lattice,8,0.0,network,federated,0.5,1.0,0.0,8,6.708221497010747,0.10800238075547619,8,16.0,0.0,8,16.0,0.0,8,29.232269541500283,0.21785002770813308,8,34.210427543717984,0.2541169600116732,8,1.0039009333458202,0.003828116476217781,8,0.0,0.0,8,0.0,0.0,8,0.5894748694753842,0.003049403520140047,8,44.470595,0.7334683002011739,8,0.15102821615830755,0.008701837637415413,8,46.06875,4.55991365049822,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	305	+200,lattice,8,0.0,network,federated,0.5,0.2947027888263352,0.04141063411628347,8,6.708221497010747,0.10800238075547619,8,44.24932898206448,0.6480142845328555,8,153.02222240450357,23.731019286136867,8,198.7206741708205,30.30506554267967,8,5.1300492595001,0.7369574447422994,8,2.259267059193188,0.09048612340684149,8,0.7052972111736648,0.041410634116283464,8,0.0,0.0,8,0.29980780961060954,0.003610561504839363,8,11.621525,1.8390894762587584,8,0.4165773009536032,0.04476991382295565,8,159.13654082499897,72.62000264273955,8,0.452231275872201,0.06010843699555321,8,0.134126414511381,0.05375620139979579,8,43.52373915495143,0.798112559640892,8,44.97970069893627,1.2236923512980926,8
306	−200,lattice,8,0.0,network,federated,2.0,1.0,0.0,8,6.708221497010747,0.10800238075547619,8,16.0,0.0,8,16.0,0.0,8,29.232269541500283,0.21785002770813308,8,34.210427543717984,0.2541169600116732,8,1.0039009333458202,0.003828116476217781,8,0.0,0.0,8,0.0,0.0,8,0.5894748694753842,0.003049403520140047,8,44.470595,0.7334683002011739,8,0.15102821615830755,0.008701837637415413,8,46.06875,4.55991365049822,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	306	+200,lattice,8,0.0,network,federated,2.0,0.9992644655116051,0.0020804056981624567,8,6.708221497010747,0.10800238075547619,8,44.24932898206448,0.6480142845328555,8,44.28142934219662,0.603969399801041,8,57.52337378653669,0.6848683728329571,8,17.386403712554042,0.20794040720465448,8,1.007775829228748,0.009993286411337426,8,0.0007355344883949003,0.0020804056981624476,8,0.0,0.0,8,0.29980780961060954,0.003610561504839363,8,43.582775,0.7026582701020849,8,0.15116070959302003,0.008767995332487961,8,46.06875,4.55991365049822,8,1.0,0.0,8,0.9985089463220675,0.004217336667116611,8,43.52373915495143,0.798112559640892,8,44.97970069893627,1.2236923512980926,8
307	200,lattice,8,0.0,network,none,2.0,0.9175476942349328,0.006840619946440122,8,4.0,0.0,8,14.0,0.0,8,15.258806246238406,0.1140267460166688,8,15.258806246238406,0.1140267460166688,8,65.53912101678091,0.4886157104600019,8,1.036596356566714,0.005200286211436545,8,0.0,0.0,8,0.08245230576506725,0.0068406199464400895,8,0.0,0.0,8,55.074622500000004,1.19470558737588,8,0.12839222475423406,0.006654177909924219,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9211683875155253,0.010778186634359721,8,14.0,0.0,8,14.0,0.0,8	307	200,lattice,8,0.0,network,none,2.0,0.9175476942349328,0.006840619946440122,8,4.0,0.0,8,14.0,0.0,8,15.258806246238406,0.1140267460166688,8,15.258806246238406,0.1140267460166688,8,65.53912101678091,0.4886157104600019,8,1.036596356566714,0.005200286211436545,8,0.0,0.0,8,0.08245230576506725,0.0068406199464400895,8,0.0,0.0,8,55.074622500000004,1.19470558737588,8,0.12839222475423406,0.006654177909924219,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9211683875155253,0.010778186634359721,8,14.0,0.0,8,14.0,0.0,8
308	200,lattice,8,0.0,network,norms,2.0,0.9601212883752219,0.003770450229812989,8,4.0,0.0,8,14.0,0.0,8,14.581687821317669,0.05725699079111275,8,24.89103649637431,0.20832664809566842,8,40.17754673499792,0.3334573565948792,8,1.0363221405408636,0.00539549485644305,8,0.0,0.0,8,0.039878711624778046,0.003770450229813001,8,0.41414197032270506,0.00556327884648867,8,57.2564975,1.205716116999711,8,0.12591440470116327,0.0067901957877172445,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.962911954134438,0.005698178564257575,8,14.0,0.0,8,14.0,0.0,8	308	200,lattice,8,0.0,network,norms,2.0,0.9601212883752219,0.003770450229812989,8,4.0,0.0,8,14.0,0.0,8,14.581687821317669,0.05725699079111275,8,24.89103649637431,0.20832664809566842,8,40.17754673499792,0.3334573565948792,8,1.0363221405408636,0.00539549485644305,8,0.0,0.0,8,0.039878711624778046,0.003770450229813001,8,0.41414197032270506,0.00556327884648867,8,57.2564975,1.205716116999711,8,0.12591440470116327,0.0067901957877172445,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.962911954134438,0.005698178564257575,8,14.0,0.0,8,14.0,0.0,8
309	200,lattice,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.97631382767596,0.11993080446452034,8,38.49732492007998,0.17718714334693914,8,1.0019973266633684,0.001258028571002984,8,0.0,0.0,8,0.0,0.0,8,0.5380321009590402,0.0021262457201633132,8,59.1084,0.7097537105221725,8,0.1277004365606195,0.007289107766525225,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	309	200,lattice,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.97631382767596,0.11993080446452034,8,38.49732492007998,0.17718714334693914,8,1.0019973266633684,0.001258028571002984,8,0.0,0.0,8,0.0,0.0,8,0.5380321009590402,0.0021262457201633132,8,59.1084,0.7097537105221725,8,0.1277004365606195,0.007289107766525225,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
310	−200,lattice,8,0.0,none,central,0.5,0.08010193428345819,0.013122963793378099,8,12.0,0.0,8,16.0,0.0,8,204.76530579163312,35.65752307722745,8,374.17644900041324,64.09157603733001,8,2.7380829060070506,0.44485138203396646,8,2.565761278132555,0.16427190710260103,8,0.9198980657165419,0.01312296379337812,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,2.74307,0.5854837873563562,8,0.2568861675492087,0.024018273394466667,8,2310.6625,105.85844911956725,8,0.1584677149531424,0.02595097813523643,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	310	+200,lattice,8,0.0,none,central,0.5,0.028326091345032122,0.0031787166929351397,8,12.0,0.0,8,76.0,0.0,8,2709.059246317618,266.7003008639692,8,3181.045611224471,310.3438978479409,8,0.3173658668741372,0.0354043657545955,8,2.619553437798902,0.058221372646547996,8,0.9716739086549679,0.003178716692935135,8,0.0,0.0,8,0.19325411618253752,0.001641121200925287,8,-1.412605,0.14988075631743294,8,0.41846845324609866,0.030040831203785458,8,3285.6625,105.85844911956725,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
311	−200,lattice,8,0.0,none,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.247757181144955,0.18158075143709362,8,34.191808464349236,0.21218344705295936,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,44.414945,0.6137908010063358,8,0.11354111511026244,0.009312237908220696,8,301.9875,4.13605661055482,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	311	+200,lattice,8,0.0,none,central,2.0,0.9969724618447247,0.00856317103958494,8,12.0,0.0,8,76.0,0.0,8,76.23580414824889,0.6669548490348487,8,89.52473831892496,0.8134422667612093,8,11.170890077549792,0.09976932113544568,8,1.08841207238343,0.022847284494624125,8,0.0030275381552753817,0.008563171039584932,8,0.0,0.0,8,0.19325411618253752,0.001641121200925287,8,42.466145,0.7231477509373275,8,0.11414355728053371,0.009381430468093746,8,301.9875,4.13605661055482,8,0.995497707924034,0.012734405031191914,8,0.9984868863483524,0.004279731695143854,8,76.0,0.0,8,76.0,0.0,8
312	−200,lattice,8,0.0,none,federated,0.5,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,16.0,0.0,8,16.0,0.0,8,29.247757181144955,0.18158075143709362,8,34.191808464349236,0.21218344705295936,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,44.414945,0.6137908010063358,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	312	+200,lattice,8,0.0,none,federated,0.5,0.2934959213271106,0.03678369633077626,8,6.614643882345542,0.15046375959975164,8,43.68786329407325,0.9027825575985076,8,151.13393562790213,21.28894946869884,8,196.87555918675534,26.7718715621459,8,5.159317775725106,0.6775432353066568,8,2.274099236079863,0.10120988088592334,8,0.7065040786728894,0.036783696330776244,8,0.0,0.0,8,0.30299921854385825,0.005754579608098597,8,11.56685,1.624583889088438,8,0.4096195513742529,0.038231839674894484,8,118.80006295385483,92.95442665796608,8,0.452231275872201,0.06010843699555321,8,0.1311808440961875,0.03463077169391119,8,43.52373915495143,0.798112559640892,8,43.85556821079294,1.0475918153630077,8
313	−200,lattice,8,0.0,none,federated,2.0,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,16.0,0.0,8,16.0,0.0,8,29.247757181144955,0.18158075143709362,8,34.191808464349236,0.21218344705295936,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.5896982984278092,0.0025462013646355315,8,44.414945,0.6137908010063358,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	313	+200,lattice,8,0.0,none,federated,2.0,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,43.68786329407325,0.9027825575985076,8,43.68786329407325,0.9027825575985076,8,56.93562047521821,0.8768082587835327,8,17.56735507994893,0.27146535342209877,8,1.002108453841615,0.002066216168777593,8,0.0,0.0,8,0.0,0.0,8,0.30299921854385825,0.005754579608098597,8,43.578725000000006,0.59597491124088,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,43.52373915495143,0.798112559640892,8,43.85556821079294,1.0475918153630077,8
314	200,lattice,8,0.0,none,none,2.0,0.9177897283027365,0.006582107602747537,8,4.0,0.0,8,14.0,0.0,8,15.254723116920271,0.10907432321037078,8,15.254723116920271,0.10907432321037078,8,65.55640916448118,0.47015054305339676,8,1.0328081086319907,0.004212182345453842,8,0.0,0.0,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,55.043255,1.1373261806661135,8,0.10095033622527681,0.005268141646814916,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9216352240804515,0.007203123323300676,8,14.0,0.0,8,14.0,0.0,8	314	200,lattice,8,0.0,none,none,2.0,0.9177897283027365,0.006582107602747537,8,4.0,0.0,8,14.0,0.0,8,15.254723116920271,0.10907432321037078,8,15.254723116920271,0.10907432321037078,8,65.55640916448118,0.47015054305339676,8,1.0328081086319907,0.004212182345453842,8,0.0,0.0,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,55.043255,1.1373261806661135,8,0.10095033622527681,0.005268141646814916,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9216352240804515,0.007203123323300676,8,14.0,0.0,8,14.0,0.0,8
315	200,lattice,8,0.0,none,norms,2.0,0.9603428143704258,0.0025625561485311055,8,4.0,0.0,8,14.0,0.0,8,14.578218216502018,0.03884994683082013,8,24.89322169802114,0.22188461180685617,8,40.174368130576575,0.35774532011191534,8,1.033008471660103,0.0043678329168437315,8,0.0,0.0,8,0.039657185629574265,0.00256255614853112,8,0.4143367128531453,0.0044375435375196455,8,57.22138,1.1166040872471956,8,0.09880739573606122,0.005052167576973884,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.9634413636898187,0.0023467324275071493,8,14.0,0.0,8,14.0,0.0,8	315	200,lattice,8,0.0,none,norms,2.0,0.9603428143704258,0.0025625561485311055,8,4.0,0.0,8,14.0,0.0,8,14.578218216502018,0.03884994683082013,8,24.89322169802114,0.22188461180685617,8,40.174368130576575,0.35774532011191534,8,1.033008471660103,0.0043678329168437315,8,0.0,0.0,8,0.039657185629574265,0.00256255614853112,8,0.4143367128531453,0.0044375435375196455,8,57.22138,1.1166040872471956,8,0.09880739573606122,0.005052167576973884,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.9634413636898187,0.0023467324275071493,8,14.0,0.0,8,14.0,0.0,8
316	200,lattice,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.952033441080015,0.1300048338409279,8,38.53346977327021,0.1924890845577991,8,1.0005855522682445,0.0016561919184596334,8,0.0,0.0,8,0.0,0.0,8,0.5375983627207575,0.002309869014693632,8,59.254945,0.7737335656412953,8,0.09764443976417148,0.006304537592732664,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	316	200,lattice,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.952033441080015,0.1300048338409279,8,38.53346977327021,0.1924890845577991,8,1.0005855522682445,0.0016561919184596334,8,0.0,0.0,8,0.0,0.0,8,0.5375983627207575,0.002309869014693632,8,59.254945,0.7737335656412953,8,0.09764443976417148,0.006304537592732664,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
317	−200,lattice,8,1.0,distribution,central,0.5,0.08010193428345819,0.013122963793378099,8,12.0,0.0,8,15.384715815550239,0.05071663264268987,8,196.86761181614406,34.06307327003074,8,366.2787550249242,62.49106199731864,8,2.7967983634241196,0.45398505382437954,8,2.565761278132555,0.16427190710260103,8,0.9198980657165419,0.01312296379337812,8,0.0,0.0,8,0.6023717605578003,0.002911252013404064,8,2.7616475,0.5851571680387609,8,0.2568861675492087,0.024018273394466667,8,2310.6625,105.85844911956725,8,0.1584677149531424,0.02595097813523643,8,0.0,0.0,8,14.878142625972687,0.10313627450104769,8,15.901636655915208,0.0634928944652326,8	317	+200,lattice,8,1.0,distribution,central,0.5,0.028326091345032122,0.0031787166929351397,8,12.0,0.0,8,72.30829489330142,0.3042997958561383,8,2577.0785564041544,249.9612253644414,8,3049.0649213110078,293.5029305095126,8,0.33101335299259166,0.03634779319735843,8,2.619553437798902,0.058221372646547996,8,0.9716739086549679,0.003178716692935135,8,0.0,0.0,8,0.20159580381034428,0.0019601807505335005,8,-1.30114,0.14583193771304995,8,0.41846845324609866,0.030040831203785458,8,3285.6625,105.85844911956725,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,69.26885575583613,0.618817647006284,8,75.40981993549124,0.3809573667913943,8
318	−200,lattice,8,1.0,distribution,central,2.0,1.0,0.0,8,12.0,0.0,8,15.384715815550239,0.05071663264268987,8,15.384715815550239,0.05071663264268987,8,28.632472996695192,0.17916087559304925,8,34.92657939606494,0.2190671109543772,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6023717605578003,0.002911252013404064,8,44.433522499999995,0.6137808391030128,8,0.11354111511026244,0.009312237908220696,8,301.9875,4.13605661055482,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,15.901636655915208,0.0634928944652326,8	318	+200,lattice,8,1.0,distribution,central,2.0,0.9969724618447247,0.00856317103958494,8,12.0,0.0,8,72.30829489330142,0.3042997958561383,8,72.53369773399477,0.8209049408252181,8,85.82263190467083,0.9458319484495681,8,11.65315364949511,0.12605146943244752,8,1.08841207238343,0.022847284494624125,8,0.0030275381552753817,0.008563171039584932,8,0.0,0.0,8,0.20159580381034428,0.0019601807505335005,8,42.57761,0.7253983908761544,8,0.11414355728053371,0.009381430468093746,8,301.9875,4.13605661055482,8,0.995497707924034,0.012734405031191914,8,0.9984868863483524,0.004279731695143854,8,69.26885575583613,0.618817647006284,8,75.40981993549124,0.3809573667913943,8
319	−200,lattice,8,1.0,distribution,federated,0.5,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,15.384715815550239,0.05071663264268987,8,15.384715815550239,0.05071663264268987,8,28.632472996695192,0.17916087559304925,8,34.92657939606494,0.2190671109543772,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6023717605578003,0.002911252013404064,8,44.433522499999995,0.6137808391030128,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,15.901636655915208,0.0634928944652326,8	319	+200,lattice,8,1.0,distribution,federated,0.5,0.2934959213271106,0.03678369633077626,8,6.614643882345542,0.15046375959975164,8,41.6638853593752,0.878307073194327,8,144.11299054266675,20.127895930203213,8,189.85461410151996,25.602658624463107,8,5.348932708874089,0.6984166926344683,8,2.274099236079863,0.10120988088592334,8,0.7065040786728894,0.036783696330776244,8,0.0,0.0,8,0.31416917532909644,0.006089023691458245,8,11.6279575,1.622073842618499,8,0.4096195513742529,0.038231839674894484,8,118.80006295385483,92.95442665796608,8,0.452231275872201,0.06010843699555321,8,0.1311808440961875,0.03463077169391119,8,39.8384013107683,0.753646258640554,8,43.52660463390482,1.0227547133228019,8
320	−200,lattice,8,1.0,distribution,federated,2.0,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,15.384715815550239,0.05071663264268987,8,15.384715815550239,0.05071663264268987,8,28.632472996695192,0.17916087559304925,8,34.92657939606494,0.2190671109543772,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6023717605578003,0.002911252013404064,8,44.433522499999995,0.6137808391030128,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,15.901636655915208,0.0634928944652326,8	320	+200,lattice,8,1.0,distribution,federated,2.0,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,41.6638853593752,0.878307073194327,8,41.6638853593752,0.878307073194327,8,54.911642540520155,0.8429560957375376,8,18.214840146121027,0.28038393602772305,8,1.002108453841615,0.002066216168777593,8,0.0,0.0,8,0.0,0.0,8,0.31416917532909644,0.006089023691458245,8,43.6398325,0.5956259620109134,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,39.8384013107683,0.753646258640554,8,43.52660463390482,1.0227547133228019,8
321	200,lattice,8,1.0,distribution,none,2.0,0.9177897283027365,0.006582107602747537,8,4.0,0.0,8,14.0,0.0,8,15.254723116920271,0.10907432321037078,8,15.254723116920271,0.10907432321037078,8,65.55640916448118,0.47015054305339676,8,1.0328081086319907,0.004212182345453842,8,0.0,0.0,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,55.043255,1.1373261806661135,8,0.10095033622527681,0.005268141646814916,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9216352240804515,0.007203123323300676,8,14.0,0.0,8,14.0,0.0,8	321	200,lattice,8,1.0,distribution,none,2.0,0.9177897283027365,0.006582107602747537,8,4.0,0.0,8,14.0,0.0,8,15.254723116920271,0.10907432321037078,8,15.254723116920271,0.10907432321037078,8,65.55640916448118,0.47015054305339676,8,1.0328081086319907,0.004212182345453842,8,0.0,0.0,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,55.043255,1.1373261806661135,8,0.10095033622527681,0.005268141646814916,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9216352240804515,0.007203123323300676,8,14.0,0.0,8,14.0,0.0,8
322	200,lattice,8,1.0,distribution,norms,2.0,0.9603428143704258,0.0025625561485311055,8,4.0,0.0,8,13.391197987761192,0.05336822191128174,8,13.94428049878461,0.06891627992644377,8,24.25928398030373,0.2065804371780283,8,41.223940916040384,0.35014318413603496,8,1.033008471660103,0.0043678329168437315,8,0.0,0.0,8,0.039657185629574265,0.00256255614853112,8,0.4251671112458994,0.004994922310702045,8,57.245955,1.116116951667701,8,0.09880739573606122,0.005052167576973884,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.9634413636898187,0.0023467324275071493,8,12.859998404354839,0.07383783971798052,8,13.926584595406855,0.09164608982813274,8	322	200,lattice,8,1.0,distribution,norms,2.0,0.9603428143704258,0.0025625561485311055,8,4.0,0.0,8,13.391197987761192,0.05336822191128174,8,13.94428049878461,0.06891627992644377,8,24.25928398030373,0.2065804371780283,8,41.223940916040384,0.35014318413603496,8,1.033008471660103,0.0043678329168437315,8,0.0,0.0,8,0.039657185629574265,0.00256255614853112,8,0.4251671112458994,0.004994922310702045,8,57.245955,1.116116951667701,8,0.09880739573606122,0.005052167576973884,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.9634413636898187,0.0023467324275071493,8,12.859998404354839,0.07383783971798052,8,13.926584595406855,0.09164608982813274,8
323	200,lattice,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.398526120527789,0.06860606526125122,8,15.398526120527789,0.06860606526125122,8,25.350559561607803,0.18401803302942996,8,39.44867402364167,0.2854449782896226,8,1.0005855522682445,0.0016561919184596334,8,0.0,0.0,8,0.0,0.0,8,0.5503579802288624,0.0016745635730404597,8,59.279145,0.7759310449297135,8,0.09764443976417148,0.006304537592732664,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.837345822423629,0.06960276138473194,8,15.953220330573192,0.09817242209572853,8	323	200,lattice,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.398526120527789,0.06860606526125122,8,15.398526120527789,0.06860606526125122,8,25.350559561607803,0.18401803302942996,8,39.44867402364167,0.2854449782896226,8,1.0005855522682445,0.0016561919184596334,8,0.0,0.0,8,0.0,0.0,8,0.5503579802288624,0.0016745635730404597,8,59.279145,0.7759310449297135,8,0.09764443976417148,0.006304537592732664,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.837345822423629,0.06960276138473194,8,15.953220330573192,0.09817242209572853,8
324	−200,lattice,8,1.0,network,central,0.5,0.08003577570341636,0.013335399985197616,8,12.0,0.0,8,14.859377527392377,0.08282449165806947,8,190.5272430721626,33.963733464799205,8,359.9383862809427,62.362395912270124,8,2.8483470706317977,0.4703390050574403,8,2.565761278132555,0.16427190710260103,8,0.9199642242965836,0.013335399985197621,8,0.0,0.0,8,0.613411504942949,0.004465150548462104,8,2.7769325,0.5874123794539186,8,0.2568861675492087,0.024018273394466667,8,2320.8625,105.32363643958143,8,0.1584677149531424,0.02595097813523643,8,0.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.83974008127544,0.08672188693324474,8	324	+200,lattice,8,1.0,network,central,0.5,0.028285506976509008,0.003095497406257245,8,12.0,0.0,8,69.15626516435427,0.49694694994840877,8,2467.4734514970505,238.35525367083736,8,2939.459816403904,281.3355396065062,8,0.34328053467880437,0.03702091788342785,8,2.619553437798902,0.058221372646547996,8,0.971714493023491,0.003095497406257244,8,0.0,0.0,8,0.2091662363512263,0.0031243493377536126,8,-1.20868,0.14402455346224824,8,0.41846845324609866,0.030040831203785458,8,3295.8625,105.32363643958143,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,69.26885575583613,0.618817647006284,8,69.03844048765264,0.5203313215994667,8
325	−200,lattice,8,1.0,network,central,2.0,1.0,0.0,8,12.0,0.0,8,14.859377527392377,0.08282449165806947,8,14.859377527392377,0.08282449165806947,8,28.09164706889266,0.16883884164530133,8,35.5988921293304,0.2133168861420903,8,1.0039009333458202,0.003828116476217781,8,0.0,0.0,8,0.0,0.0,8,0.613411504942949,0.004465150548462104,8,44.5050575,0.7322520423568066,8,0.15102821615830755,0.008701837637415413,8,302.3625,4.94250876146343,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.83974008127544,0.08672188693324474,8	325	+200,lattice,8,1.0,network,central,2.0,0.9962523290060407,0.010329525474827166,8,12.0,0.0,8,69.15626516435427,0.49694694994840877,8,69.42476138989686,1.0302983194468165,8,82.70787818053842,1.0919782174275177,8,12.09255031569137,0.15613857922308755,8,1.098132745680411,0.024104998931495644,8,0.0037476709939593335,0.010329525474827165,8,0.0,0.0,8,0.2091662363512263,0.0031243493377536126,8,42.69257,0.8042426609638943,8,0.15204252935902865,0.009127138107693736,8,302.3625,4.94250876146343,8,0.995497707924034,0.012734405031191914,8,0.9970159389381524,0.007906569564942092,8,69.26885575583613,0.618817647006284,8,69.03844048765264,0.5203313215994667,8
326	−200,lattice,8,1.0,network,federated,0.5,1.0,0.0,8,6.708221497010747,0.10800238075547619,8,14.859377527392377,0.08282449165806947,8,14.859377527392377,0.08282449165806947,8,28.09164706889266,0.16883884164530133,8,35.5988921293304,0.2133168861420903,8,1.0039009333458202,0.003828116476217781,8,0.0,0.0,8,0.0,0.0,8,0.613411504942949,0.004465150548462104,8,44.5050575,0.7322520423568066,8,0.15102821615830755,0.008701837637415413,8,46.06875,4.55991365049822,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.83974008127544,0.08672188693324474,8	326	+200,lattice,8,1.0,network,federated,0.5,0.2947027888263352,0.04141063411628347,8,6.708221497010747,0.10800238075547619,8,40.38372565293174,0.532235159575134,8,139.65178456775342,21.58700627307452,8,185.35023633407036,28.149891887180246,8,5.499582726383041,0.7894189310218831,8,2.259267059193188,0.09048612340684149,8,0.7052972111736648,0.041410634116283464,8,0.0,0.0,8,0.32141999412215655,0.004271911985648363,8,11.738315,1.8373670584911908,8,0.4165773009536032,0.04476991382295565,8,159.13654082499897,72.62000264273955,8,0.452231275872201,0.06010843699555321,8,0.134126414511381,0.05375620139979579,8,39.8384013107683,0.753646258640554,8,40.92862181258232,1.0761218804326598,8
327	−200,lattice,8,1.0,network,federated,2.0,1.0,0.0,8,6.708221497010747,0.10800238075547619,8,14.859377527392377,0.08282449165806947,8,14.859377527392377,0.08282449165806947,8,28.09164706889266,0.16883884164530133,8,35.5988921293304,0.2133168861420903,8,1.0039009333458202,0.003828116476217781,8,0.0,0.0,8,0.0,0.0,8,0.613411504942949,0.004465150548462104,8,44.5050575,0.7322520423568066,8,0.15102821615830755,0.008701837637415413,8,46.06875,4.55991365049822,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.83974008127544,0.08672188693324474,8	327	+200,lattice,8,1.0,network,federated,2.0,0.9992644655116051,0.0020804056981624567,8,6.708221497010747,0.10800238075547619,8,40.38372565293174,0.532235159575134,8,40.41327522493016,0.5100460600887885,8,53.65521966927023,0.5309830271413457,8,18.639116750562977,0.18490627606833004,8,1.007775829228748,0.009993286411337426,8,0.0007355344883949003,0.0020804056981624476,8,0.0,0.0,8,0.32141999412215655,0.004271911985648363,8,43.699565,0.6986567881503539,8,0.15116070959302003,0.008767995332487961,8,46.06875,4.55991365049822,8,1.0,0.0,8,0.9985089463220675,0.004217336667116611,8,39.8384013107683,0.753646258640554,8,40.92862181258232,1.0761218804326598,8
328	200,lattice,8,1.0,network,none,2.0,0.9175476942349328,0.006840619946440122,8,4.0,0.0,8,14.0,0.0,8,15.258806246238406,0.1140267460166688,8,15.258806246238406,0.1140267460166688,8,65.53912101678091,0.4886157104600019,8,1.036596356566714,0.005200286211436545,8,0.0,0.0,8,0.08245230576506725,0.0068406199464400895,8,0.0,0.0,8,55.074622500000004,1.19470558737588,8,0.12839222475423406,0.006654177909924219,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9211683875155253,0.010778186634359721,8,14.0,0.0,8,14.0,0.0,8	328	200,lattice,8,1.0,network,none,2.0,0.9175476942349328,0.006840619946440122,8,4.0,0.0,8,14.0,0.0,8,15.258806246238406,0.1140267460166688,8,15.258806246238406,0.1140267460166688,8,65.53912101678091,0.4886157104600019,8,1.036596356566714,0.005200286211436545,8,0.0,0.0,8,0.08245230576506725,0.0068406199464400895,8,0.0,0.0,8,55.074622500000004,1.19470558737588,8,0.12839222475423406,0.006654177909924219,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9211683875155253,0.010778186634359721,8,14.0,0.0,8,14.0,0.0,8
329	200,lattice,8,1.0,network,norms,2.0,0.9601212883752219,0.003770450229812989,8,4.0,0.0,8,12.876451744637317,0.043590446472084377,8,13.411559730778805,0.08930081001557871,8,23.720908405835445,0.2141508170079606,8,42.15988977007115,0.378302668802638,8,1.0363221405408636,0.00539549485644305,8,0.0,0.0,8,0.039878711624778046,0.003770450229813001,8,0.4345740177516867,0.005892160490916965,8,57.3019125,1.2064852511531166,8,0.12591440470116327,0.0067901957877172445,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.962911954134438,0.005698178564257575,8,12.859998404354839,0.07383783971798052,8,12.891359319611208,0.0870989370695853,8	329	200,lattice,8,1.0,network,norms,2.0,0.9601212883752219,0.003770450229812989,8,4.0,0.0,8,12.876451744637317,0.043590446472084377,8,13.411559730778805,0.08930081001557871,8,23.720908405835445,0.2141508170079606,8,42.15988977007115,0.378302668802638,8,1.0363221405408636,0.00539549485644305,8,0.0,0.0,8,0.039878711624778046,0.003770450229813001,8,0.4345740177516867,0.005892160490916965,8,57.3019125,1.2064852511531166,8,0.12591440470116327,0.0067901957877172445,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.962911954134438,0.005698178564257575,8,12.859998404354839,0.07383783971798052,8,12.891359319611208,0.0870989370695853,8
330	200,lattice,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.878166997284872,0.027165142999095695,8,14.878166997284872,0.027165142999095695,8,24.85448082496083,0.12751037939199428,8,40.23511788435624,0.20584366171398757,8,1.0019973266633684,0.001258028571002984,8,0.0,0.0,8,0.0,0.0,8,0.5623175216358699,0.002087193948558991,8,59.1533875,0.7104820263082947,8,0.1277004365606195,0.007289107766525225,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.837345822423629,0.06960276138473194,8,14.918115211908397,0.055711009616709224,8	330	200,lattice,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.878166997284872,0.027165142999095695,8,14.878166997284872,0.027165142999095695,8,24.85448082496083,0.12751037939199428,8,40.23511788435624,0.20584366171398757,8,1.0019973266633684,0.001258028571002984,8,0.0,0.0,8,0.0,0.0,8,0.5623175216358699,0.002087193948558991,8,59.1533875,0.7104820263082947,8,0.1277004365606195,0.007289107766525225,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.837345822423629,0.06960276138473194,8,14.918115211908397,0.055711009616709224,8
331	−200,lattice,8,1.0,none,central,0.5,0.08010193428345819,0.013122963793378099,8,12.0,0.0,8,14.885130911597454,0.046025690937507656,8,190.5309403235023,33.35221664643165,8,359.94208353228237,61.79142275923326,8,2.846892484353491,0.4650119842860657,8,2.565761278132555,0.16427190710260103,8,0.9198980657165419,0.01312296379337812,8,0.0,0.0,8,0.6130689792181245,0.0026969622115790622,8,2.7767375,0.5860371153957986,8,0.2568861675492087,0.024018273394466667,8,2310.6625,105.85844911956725,8,0.1584677149531424,0.02595097813523643,8,0.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.891223654027733,0.08311131574162016,8	331	+200,lattice,8,1.0,none,central,0.5,0.028326091345032122,0.0031787166929351397,8,12.0,0.0,8,69.31078546958473,0.27615414562504986,8,2470.5837297639064,243.1668101781563,8,2942.5700946707598,286.77632666547214,8,0.3430757252897957,0.03818685988290193,8,2.619553437798902,0.058221372646547996,8,0.9716739086549679,0.003178716692935135,8,0.0,0.0,8,0.20891419710889886,0.00187603528906317,8,-1.2106000000000001,0.1485174552511782,8,0.41846845324609866,0.030040831203785458,8,3285.6625,105.85844911956725,8,0.05603738667966941,0.006195624927773243,8,0.0,0.0,8,69.26885575583613,0.618817647006284,8,69.3473419241664,0.49866789444972004,8
332	−200,lattice,8,1.0,none,central,2.0,1.0,0.0,8,12.0,0.0,8,14.885130911597454,0.046025690937507656,8,14.885130911597454,0.046025690937507656,8,28.13288809274241,0.18725530701683096,8,35.546959756019874,0.23584079003930236,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6130689792181245,0.0026969622115790622,8,44.448612499999996,0.6142302097922497,8,0.11354111511026244,0.009312237908220696,8,301.9875,4.13605661055482,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.891223654027733,0.08311131574162016,8	332	+200,lattice,8,1.0,none,central,2.0,0.9969724618447247,0.00856317103958494,8,12.0,0.0,8,69.31078546958473,0.27615414562504986,8,69.52607112395026,0.6960459260652168,8,82.81500529462633,0.8328987171347014,8,12.076159180768835,0.11963713827039027,8,1.08841207238343,0.022847284494624125,8,0.0030275381552753817,0.008563171039584932,8,0.0,0.0,8,0.20891419710889886,0.00187603528906317,8,42.668150000000004,0.7259154163242024,8,0.11414355728053371,0.009381430468093746,8,301.9875,4.13605661055482,8,0.995497707924034,0.012734405031191914,8,0.9984868863483524,0.004279731695143854,8,69.26885575583613,0.618817647006284,8,69.3473419241664,0.49866789444972004,8
333	−200,lattice,8,1.0,none,federated,0.5,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,14.885130911597454,0.046025690937507656,8,14.885130911597454,0.046025690937507656,8,28.13288809274241,0.18725530701683096,8,35.546959756019874,0.23584079003930236,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6130689792181245,0.0026969622115790622,8,44.448612499999996,0.6142302097922497,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.891223654027733,0.08311131574162016,8	333	+200,lattice,8,1.0,none,federated,0.5,0.2934959213271106,0.03678369633077626,8,6.614643882345542,0.15046375959975164,8,40.0219519626148,0.870814781214706,8,138.45917205960544,19.555506976662254,8,184.20079561845864,25.038561469731963,8,5.514608366821595,0.7268695115578376,8,2.274099236079863,0.10120988088592334,8,0.7065040786728894,0.036783696330776244,8,0.0,0.0,8,0.3238549042553741,0.006250946029007679,8,11.6775625,1.6237358224411298,8,0.4096195513742529,0.038231839674894484,8,118.80006295385483,92.95442665796608,8,0.452231275872201,0.06010843699555321,8,0.1311808440961875,0.03463077169391119,8,39.8384013107683,0.753646258640554,8,40.20543835090291,1.023774561808476,8
334	−200,lattice,8,1.0,none,federated,2.0,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,14.885130911597454,0.046025690937507656,8,14.885130911597454,0.046025690937507656,8,28.13288809274241,0.18725530701683096,8,35.546959756019874,0.23584079003930236,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6130689792181245,0.0026969622115790622,8,44.448612499999996,0.6142302097922497,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,14.878142625972687,0.10313627450104769,8,14.891223654027733,0.08311131574162016,8	334	+200,lattice,8,1.0,none,federated,2.0,1.0,0.0,8,6.614643882345542,0.15046375959975164,8,40.0219519626148,0.870814781214706,8,40.0219519626148,0.870814781214706,8,53.269709143759755,0.8477541908975529,8,18.776577533725717,0.30040448026867916,8,1.002108453841615,0.002066216168777593,8,0.0,0.0,8,0.0,0.0,8,0.3238549042553741,0.006250946029007679,8,43.689437500000004,0.5979969359154663,8,0.11354111511026244,0.009312237908220696,8,41.75,7.043335248912367,8,1.0,0.0,8,1.0,0.0,8,39.8384013107683,0.753646258640554,8,40.20543835090291,1.023774561808476,8
335	200,lattice,8,1.0,none,none,2.0,0.9177897283027365,0.006582107602747537,8,4.0,0.0,8,14.0,0.0,8,15.254723116920271,0.10907432321037078,8,15.254723116920271,0.10907432321037078,8,65.55640916448118,0.47015054305339676,8,1.0328081086319907,0.004212182345453842,8,0.0,0.0,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,55.043255,1.1373261806661135,8,0.10095033622527681,0.005268141646814916,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9216352240804515,0.007203123323300676,8,14.0,0.0,8,14.0,0.0,8	335	200,lattice,8,1.0,none,none,2.0,0.9177897283027365,0.006582107602747537,8,4.0,0.0,8,14.0,0.0,8,15.254723116920271,0.10907432321037078,8,15.254723116920271,0.10907432321037078,8,65.55640916448118,0.47015054305339676,8,1.0328081086319907,0.004212182345453842,8,0.0,0.0,8,0.08221027169726346,0.006582107602747541,8,0.0,0.0,8,55.043255,1.1373261806661135,8,0.10095033622527681,0.005268141646814916,8,0.0,0.0,8,0.913935617489652,0.007181793545283254,8,0.9216352240804515,0.007203123323300676,8,14.0,0.0,8,14.0,0.0,8
336	200,lattice,8,1.0,none,norms,2.0,0.9603428143704258,0.0025625561485311055,8,4.0,0.0,8,12.883098883980201,0.023847967098784856,8,13.415187880780087,0.04362628923097326,8,23.73019136229921,0.20832314965305354,8,42.143244411664604,0.36897727964485777,8,1.033008471660103,0.0043678329168437315,8,0.0,0.0,8,0.039657185629574265,0.00256255614853112,8,0.4346443580979885,0.004782082079823859,8,57.266485,1.1168553643537362,8,0.09880739573606122,0.005052167576973884,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.9634413636898187,0.0023467324275071493,8,12.859998404354839,0.07383783971798052,8,12.905637608096038,0.06530905110644361,8	336	200,lattice,8,1.0,none,norms,2.0,0.9603428143704258,0.0025625561485311055,8,4.0,0.0,8,12.883098883980201,0.023847967098784856,8,13.415187880780087,0.04362628923097326,8,23.73019136229921,0.20832314965305354,8,42.143244411664604,0.36897727964485777,8,1.033008471660103,0.0043678329168437315,8,0.0,0.0,8,0.039657185629574265,0.00256255614853112,8,0.4346443580979885,0.004782082079823859,8,57.266485,1.1168553643537362,8,0.09880739573606122,0.005052167576973884,8,0.0,0.0,8,0.9573088512929115,0.004505145173044419,8,0.9634413636898187,0.0023467324275071493,8,12.859998404354839,0.07383783971798052,8,12.905637608096038,0.06530905110644361,8
337	200,lattice,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.856965324744465,0.07547630284423544,8,14.856965324744465,0.07547630284423544,8,24.80899876582448,0.17061706462019532,8,40.30962054636648,0.276824628674717,8,1.0005855522682445,0.0016561919184596334,8,0.0,0.0,8,0.0,0.0,8,0.5623726018195733,0.0023603132074916672,8,59.300905,0.7753359555518063,8,0.09764443976417148,0.006304537592732664,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.837345822423629,0.06960276138473194,8,14.876926664663673,0.1268749705657153,8	337	200,lattice,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.856965324744465,0.07547630284423544,8,14.856965324744465,0.07547630284423544,8,24.80899876582448,0.17061706462019532,8,40.30962054636648,0.276824628674717,8,1.0005855522682445,0.0016561919184596334,8,0.0,0.0,8,0.0,0.0,8,0.5623726018195733,0.0023603132074916672,8,59.300905,0.7753359555518063,8,0.09764443976417148,0.006304537592732664,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.837345822423629,0.06960276138473194,8,14.876926664663673,0.1268749705657153,8
338	−200,random,2,0.0,distribution,central,0.5,0.08246746486286122,0.007109507741658788,8,12.0,0.0,8,16.0,0.0,8,195.28377263562854,16.811598432318583,8,358.99611180735303,31.160801424795622,8,2.804034490412132,0.24345740124986887,8,2.601727415214806,0.10365517697222666,8,0.9175325351371388,0.007109507741658791,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,2.81276,0.3236292693808765,8,0.31470066777616446,0.027167566498399322,8,2230.2625,99.83818246828928,8,0.164128555597055,0.013393069288268729,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	338	+200,random,2,0.0,distribution,central,0.5,0.027781656958066055,0.002720497077636852,8,12.0,0.0,8,76.0,0.0,8,2758.8275379702727,272.8614622494348,8,3245.779197669416,322.4434134517126,8,0.31072054191727205,0.030452319770341293,8,2.6883995827654337,0.09852555980590054,8,0.972218343041934,0.00272049707763683,8,0.0,0.0,8,0.1947379135910383,0.0014454683326929362,8,-1.4237650000000002,0.11992447802084209,8,0.45264753503858024,0.029655990803245238,8,3205.2625,99.83818246828928,8,0.0552576568941438,0.004751202486483877,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
339	−200,random,2,0.0,distribution,central,2.0,0.7787248989478104,0.02165103006700556,8,12.0,0.0,8,16.0,0.0,8,20.56021310772099,0.5675947348498527,8,37.796908123414156,1.1394760619082176,8,26.47834124537539,0.802094791638432,8,1.7941076281388297,0.030675469482574467,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,33.96776,1.189101757510384,8,0.21335686573236556,0.008606227738480878,8,298.275,3.5991070321082996,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,16.0,0.0,8,16.0,0.0,8	339	+200,random,2,0.0,distribution,central,2.0,0.7787248989478104,0.02165103006700556,8,12.0,0.0,8,76.0,0.0,8,97.66101226167471,2.6960749905368004,8,114.89770727736787,3.2577469864589723,8,8.709556031158955,0.2484581698760694,8,1.8004380421798336,0.03017510122240282,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.1947379135910383,0.0014454683326929362,8,32.178110000000004,1.1749713788611427,8,0.21335686573236556,0.008606227738480878,8,298.275,3.5991070321082996,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,76.0,0.0,8,76.0,0.0,8
340	−200,random,2,0.0,distribution,federated,0.5,0.6835065634899513,0.15642043042614392,8,10.66538004133776,0.14437795545085327,8,16.0,0.0,8,24.92442177424265,7.696598420726485,8,45.8301829474231,14.205710998184903,8,23.245401318579425,5.347965267805504,8,2.3127704726223666,0.13158114032025198,8,0.3164934365100487,0.1564204304261439,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,29.720885,7.089685947134753,8,0.2185149242224218,0.013004932803033008,8,415.425,134.7628525542979,8,0.806415545578978,0.04655079426961006,8,0.5596707976377198,0.287327693300721,8,16.0,0.0,8,16.0,0.0,8	340	+200,random,2,0.0,distribution,federated,0.5,0.037842105744302516,0.0037191741072632924,8,10.66538004133776,0.14437795545085327,8,67.99228024802656,0.8662677327051179,8,1812.2325578356301,182.1681938867691,8,2169.478543608128,215.44925788712897,8,0.4652190820617599,0.04953118594064206,8,2.6371918853331495,0.0904111708538638,8,0.9621578942556974,0.0037191741072632543,8,0.0,0.0,8,0.2139130600999329,0.002488199257172246,8,-0.7348600000000001,0.1840307961805772,8,0.4030787616203517,0.022024030649988882,8,2006.4676124824255,128.66573258901258,8,0.07526477567137477,0.006397602679459932,8,0.0,0.0,8,68.00780572060123,0.7519499331103919,8,67.97602331503064,0.9875641562684645,8
341	−200,random,2,0.0,distribution,federated,2.0,0.7787248989478104,0.02165103006700556,8,10.66538004133776,0.14437795545085327,8,16.0,0.0,8,20.56021310772099,0.5675947348498527,8,37.796908123414156,1.1394760619082176,8,26.47834124537539,0.802094791638432,8,1.7941076281388297,0.030675469482574467,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,33.96776,1.189101757510384,8,0.21335686573236556,0.008606227738480878,8,209.4125,7.325530209967249,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,16.0,0.0,8,16.0,0.0,8	341	+200,random,2,0.0,distribution,federated,2.0,0.7787248989478104,0.02165103006700556,8,10.66538004133776,0.14437795545085327,8,67.99228024802656,0.8662677327051179,8,87.38122043037018,2.9992546888691516,8,104.61791544606334,3.535245959858787,8,9.568329571510265,0.32940305481707743,8,1.7956911765160708,0.0301761264778154,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.2139130600999329,0.002488199257172246,8,32.417015,1.1872990724810184,8,0.21335686573236556,0.008606227738480878,8,209.4125,7.325530209967249,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,68.00780572060123,0.7519499331103919,8,67.97602331503064,0.9875641562684645,8
342	200,random,2,0.0,distribution,none,2.0,0.11141168571551739,0.007614174932450858,8,4.0,0.0,8,14.0,0.0,8,126.16762544077731,8.494079462647855,8,126.16762544077731,8.494079462647855,8,7.957977551108385,0.5438696380322042,8,2.589770320901408,0.06854936712162439,8,0.7802271569681687,0.007676520531400679,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,6.1312975000000005,0.46963639399463686,8,0.33530342180952627,0.024482994306989265,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03141534079108622,0.007061866235339674,8,14.0,0.0,8,14.0,0.0,8	342	200,random,2,0.0,distribution,none,2.0,0.11141168571551739,0.007614174932450858,8,4.0,0.0,8,14.0,0.0,8,126.16762544077731,8.494079462647855,8,126.16762544077731,8.494079462647855,8,7.957977551108385,0.5438696380322042,8,2.589770320901408,0.06854936712162439,8,0.7802271569681687,0.007676520531400679,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,6.1312975000000005,0.46963639399463686,8,0.33530342180952627,0.024482994306989265,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03141534079108622,0.007061866235339674,8,14.0,0.0,8,14.0,0.0,8
343	200,random,2,0.0,distribution,norms,2.0,0.1206804603829138,0.007047052151530745,8,4.0,0.0,8,14.0,0.0,8,116.35130238240458,6.710379614469132,8,199.38637105521988,11.548885859425464,8,5.030491821947272,0.2984101485332838,8,2.584753600523899,0.07083962716655909,8,0.8419098052713124,0.006468079254271297,8,0.037409734345773764,0.0032912817435017776,8,0.4164331720896448,0.0028385665671044795,8,6.2881725,0.44282488443917845,8,0.32487173940296576,0.02549269460027856,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03346023679835262,0.007376781127585377,8,14.0,0.0,8,14.0,0.0,8	343	200,random,2,0.0,distribution,norms,2.0,0.1206804603829138,0.007047052151530745,8,4.0,0.0,8,14.0,0.0,8,116.35130238240458,6.710379614469132,8,199.38637105521988,11.548885859425464,8,5.030491821947272,0.2984101485332838,8,2.584753600523899,0.07083962716655909,8,0.8419098052713124,0.006468079254271297,8,0.037409734345773764,0.0032912817435017776,8,0.4164331720896448,0.0028385665671044795,8,6.2881725,0.44282488443917845,8,0.32487173940296576,0.02549269460027856,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03346023679835262,0.007376781127585377,8,14.0,0.0,8,14.0,0.0,8
344	200,random,2,0.0,distribution,records,2.0,0.8587433505358729,0.03594378075735561,8,2.0,0.0,8,16.0,0.0,8,18.661337621897246,0.8050647098302305,8,30.22096479940685,1.1944187558329329,8,33.13373077841307,1.2765726421829073,8,1.7817162741567878,0.026857229897936916,8,0.14125664946412703,0.03594378075735559,8,0.0,0.0,8,0.5369327820999495,0.0018670358541575214,8,50.91067,1.7383387822696863,8,0.17734682764744142,0.011739916811504008,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.8259876354602201,0.041091777719328225,8,16.0,0.0,8,16.0,0.0,8	344	200,random,2,0.0,distribution,records,2.0,0.8587433505358729,0.03594378075735561,8,2.0,0.0,8,16.0,0.0,8,18.661337621897246,0.8050647098302305,8,30.22096479940685,1.1944187558329329,8,33.13373077841307,1.2765726421829073,8,1.7817162741567878,0.026857229897936916,8,0.14125664946412703,0.03594378075735559,8,0.0,0.0,8,0.5369327820999495,0.0018670358541575214,8,50.91067,1.7383387822696863,8,0.17734682764744142,0.011739916811504008,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.8259876354602201,0.041091777719328225,8,16.0,0.0,8,16.0,0.0,8
345	−200,random,2,0.0,network,central,0.5,0.08236806438679146,0.006949148195613126,8,12.0,0.0,8,16.0,0.0,8,195.47552619396942,16.615005403135694,8,359.18786536569394,30.73894052126544,8,2.801967599938709,0.23923758671323628,8,2.601727415214806,0.10365517697222666,8,0.9176319356132085,0.00694914819561313,8,0.0,0.0,8,0.5917955448551246,0.004319564892145637,8,2.81216,0.32205329390379744,8,0.31470066777616446,0.027167566498399322,8,2261.5625,132.7963955782364,8,0.164128555597055,0.013393069288268729,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	345	+200,random,2,0.0,network,central,0.5,0.027727701482698687,0.0024402016875126457,8,12.0,0.0,8,76.0,0.0,8,2759.294824753777,239.88696732235402,8,3246.2464844529204,288.90420416247946,8,0.31019484102294553,0.02774908088112648,8,2.6883995827654337,0.09852555980590054,8,0.9722722985173013,0.002440201687512634,8,0.0,0.0,8,0.19462159515968114,0.0028077959257927134,8,-1.426615,0.09959535258807439,8,0.45264753503858024,0.029655990803245238,8,3236.5625,132.7963955782364,8,0.0552576568941438,0.004751202486483877,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
346	−200,random,2,0.0,network,central,2.0,0.7339653532225782,0.022846573763508637,8,12.0,0.0,8,16.0,0.0,8,21.817940359651768,0.6810708687337044,8,40.09163087768276,1.3671921310477724,8,24.968084734932606,0.845695009942443,8,1.8177701761609215,0.029538168066421407,8,0.26603464677742183,0.022846573763508644,8,0.0,0.0,8,0.5917955448551246,0.004319564892145637,8,32.004035,1.321664185995391,8,0.21049395621249312,0.008460078544561513,8,298.65,6.912514531113638,8,0.8197587020950226,0.020191119605923027,8,0.6474427114951996,0.05030765346302166,8,16.0,0.0,8,16.0,0.0,8	346	+200,random,2,0.0,network,central,2.0,0.7339653532225782,0.022846573763508637,8,12.0,0.0,8,76.0,0.0,8,103.6352167083459,3.2350866264851033,8,121.90890722637688,3.8758812165939784,8,8.210082433074723,0.2601912633444249,8,1.8240916208965887,0.02684068798152335,8,0.26603464677742183,0.022846573763508644,8,0.0,0.0,8,0.19462159515968114,0.0028077959257927134,8,30.212135,1.295689327831768,8,0.21049395621249312,0.008460078544561513,8,298.65,6.912514531113638,8,0.8197587020950226,0.020191119605923027,8,0.6474427114951996,0.05030765346302166,8,76.0,0.0,8,76.0,0.0,8
347	−200,random,2,0.0,network,federated,0.5,0.6260408494694607,0.1361119452037692,8,10.67778876217059,0.15474619547923307,8,16.0,0.0,8,26.921151333106856,7.327493151017049,8,49.41220723723959,13.136261090587439,8,21.279582406555893,4.57567781333814,8,2.3338180025578947,0.09173423800948383,8,0.37395915053053924,0.13611194520376915,8,0.0,0.0,8,0.5917955448551246,0.004319564892145637,8,27.11966,5.962559103855611,8,0.21864178172260398,0.01674801397779773,8,460.77500000000003,151.95980201543904,8,0.806415545578978,0.04655079426961006,8,0.4452031144645728,0.2481252299746061,8,16.0,0.0,8,16.0,0.0,8	347	+200,random,2,0.0,network,federated,0.5,0.03778648600351013,0.003530423889491638,8,10.67778876217059,0.15474619547923307,8,68.06673257302354,0.9284771728754002,8,1815.5299748214957,176.35270972897666,8,2172.7759605939937,208.6661381911752,8,0.46419007713127586,0.047217045962993934,8,2.6371918853331495,0.0904111708538638,8,0.9622135139964898,0.0035304238894916223,8,0.0,0.0,8,0.21359806907164222,0.003901849153248489,8,-0.7397050000000001,0.17686638435351615,8,0.4030787616203517,0.022024030649988882,8,2052.5363624824254,141.54161195020987,8,0.07526477567137477,0.006397602679459932,8,0.0,0.0,8,68.00780572060123,0.7519499331103919,8,68.12695542874499,1.1797592697250234,8
348	−200,random,2,0.0,network,federated,2.0,0.7339653532225782,0.022846573763508637,8,10.67778876217059,0.15474619547923307,8,16.0,0.0,8,21.817940359651768,0.6810708687337044,8,40.09163087768276,1.3671921310477724,8,24.968084734932606,0.845695009942443,8,1.8177701761609215,0.029538168066421407,8,0.26603464677742183,0.022846573763508644,8,0.0,0.0,8,0.5917955448551246,0.004319564892145637,8,32.004035,1.321664185995391,8,0.21049395621249312,0.008460078544561513,8,211.9625,9.56167013205778,8,0.8197587020950226,0.020191119605923027,8,0.6474427114951996,0.05030765346302166,8,16.0,0.0,8,16.0,0.0,8	348	+200,random,2,0.0,network,federated,2.0,0.7339653532225782,0.022846573763508637,8,10.67778876217059,0.15474619547923307,8,68.06673257302354,0.9284771728754002,8,92.82622359933632,3.4407701785186546,8,111.0999141173673,4.041612746694315,8,9.011367879252301,0.3288022354012345,8,1.819512932364855,0.02795548107139,8,0.26603464677742183,0.022846573763508644,8,0.0,0.0,8,0.21359806907164222,0.003901849153248489,8,30.449044999999998,1.3044307256095604,8,0.21049395621249312,0.008460078544561513,8,211.9625,9.56167013205778,8,0.8197587020950226,0.020191119605923027,8,0.6474427114951996,0.05030765346302166,8,68.00780572060123,0.7519499331103919,8,68.12695542874499,1.1797592697250234,8
349	200,random,2,0.0,network,none,2.0,0.11294699947162923,0.010649267058398176,8,4.0,0.0,8,14.0,0.0,8,124.90274401505911,11.593307049802563,8,124.90274401505911,11.593307049802563,8,8.067642819402087,0.7606619327427268,8,2.5667778981928846,0.059527074945903126,8,0.7773279737694236,0.007488410637873251,8,0.10972502675894713,0.00614502127853697,8,0.0,0.0,8,6.2109925,0.6301746982215103,8,0.3424428039181302,0.020673481986157746,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03431981845396688,0.011207662865865218,8,14.0,0.0,8,14.0,0.0,8	349	200,random,2,0.0,network,none,2.0,0.11294699947162923,0.010649267058398176,8,4.0,0.0,8,14.0,0.0,8,124.90274401505911,11.593307049802563,8,124.90274401505911,11.593307049802563,8,8.067642819402087,0.7606619327427268,8,2.5667778981928846,0.059527074945903126,8,0.7773279737694236,0.007488410637873251,8,0.10972502675894713,0.00614502127853697,8,0.0,0.0,8,6.2109925,0.6301746982215103,8,0.3424428039181302,0.020673481986157746,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03431981845396688,0.011207662865865218,8,14.0,0.0,8,14.0,0.0,8
350	200,random,2,0.0,network,norms,2.0,0.12288253306985022,0.010380990511295787,8,4.0,0.0,8,14.0,0.0,8,114.61522105703868,9.31883875834393,8,196.52882348412254,15.66562906697953,8,5.1181887952718075,0.43042965907722447,8,2.5651614793197774,0.05880158359088926,8,0.8389939305774978,0.010648146038628504,8,0.03812353635265199,0.003596285550517028,8,0.41684503029513076,0.002982542572796169,8,6.4072425,0.6192526258033028,8,0.3316557043731143,0.0211430881516001,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03769279921952414,0.011464655186730463,8,14.0,0.0,8,14.0,0.0,8	350	200,random,2,0.0,network,norms,2.0,0.12288253306985022,0.010380990511295787,8,4.0,0.0,8,14.0,0.0,8,114.61522105703868,9.31883875834393,8,196.52882348412254,15.66562906697953,8,5.1181887952718075,0.43042965907722447,8,2.5651614793197774,0.05880158359088926,8,0.8389939305774978,0.010648146038628504,8,0.03812353635265199,0.003596285550517028,8,0.41684503029513076,0.002982542572796169,8,6.4072425,0.6192526258033028,8,0.3316557043731143,0.0211430881516001,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03769279921952414,0.011464655186730463,8,14.0,0.0,8,14.0,0.0,8
351	200,random,2,0.0,network,records,2.0,0.7835255132258188,0.029613040882757492,8,2.0,0.0,8,16.0,0.0,8,20.44694071169933,0.7993104172918817,8,33.0109699957139,1.124992650522568,8,30.322837931876748,1.0022065148705588,8,1.8211405915449441,0.03662648237482634,8,0.2164744867741813,0.029613040882757503,8,0.0,0.0,8,0.5355147754637631,0.0030624511339999603,8,46.73541,1.2873830284062961,8,0.18576325294164237,0.009455497484216275,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.6762598192743331,0.02959119718803844,8,16.0,0.0,8,16.0,0.0,8	351	200,random,2,0.0,network,records,2.0,0.7835255132258188,0.029613040882757492,8,2.0,0.0,8,16.0,0.0,8,20.44694071169933,0.7993104172918817,8,33.0109699957139,1.124992650522568,8,30.322837931876748,1.0022065148705588,8,1.8211405915449441,0.03662648237482634,8,0.2164744867741813,0.029613040882757503,8,0.0,0.0,8,0.5355147754637631,0.0030624511339999603,8,46.73541,1.2873830284062961,8,0.18576325294164237,0.009455497484216275,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.6762598192743331,0.02959119718803844,8,16.0,0.0,8,16.0,0.0,8
352	−200,random,2,0.0,none,central,0.5,0.08246746486286122,0.007109507741658788,8,12.0,0.0,8,16.0,0.0,8,195.28377263562854,16.811598432318583,8,358.99611180735303,31.160801424795622,8,2.804034490412132,0.24345740124986887,8,2.601727415214806,0.10365517697222666,8,0.9175325351371388,0.007109507741658791,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,2.81276,0.3236292693808765,8,0.31470066777616446,0.027167566498399322,8,2230.2625,99.83818246828928,8,0.164128555597055,0.013393069288268729,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	352	+200,random,2,0.0,none,central,0.5,0.027781656958066055,0.002720497077636852,8,12.0,0.0,8,76.0,0.0,8,2758.8275379702727,272.8614622494348,8,3245.779197669416,322.4434134517126,8,0.31072054191727205,0.030452319770341293,8,2.6883995827654337,0.09852555980590054,8,0.972218343041934,0.00272049707763683,8,0.0,0.0,8,0.1947379135910383,0.0014454683326929362,8,-1.4237650000000002,0.11992447802084209,8,0.45264753503858024,0.029655990803245238,8,3205.2625,99.83818246828928,8,0.0552576568941438,0.004751202486483877,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
353	−200,random,2,0.0,none,central,2.0,0.7787248989478104,0.02165103006700556,8,12.0,0.0,8,16.0,0.0,8,20.56021310772099,0.5675947348498527,8,37.796908123414156,1.1394760619082176,8,26.47834124537539,0.802094791638432,8,1.7941076281388297,0.030675469482574467,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,33.96776,1.189101757510384,8,0.21335686573236556,0.008606227738480878,8,298.275,3.5991070321082996,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,16.0,0.0,8,16.0,0.0,8	353	+200,random,2,0.0,none,central,2.0,0.7787248989478104,0.02165103006700556,8,12.0,0.0,8,76.0,0.0,8,97.66101226167471,2.6960749905368004,8,114.89770727736787,3.2577469864589723,8,8.709556031158955,0.2484581698760694,8,1.8004380421798336,0.03017510122240282,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.1947379135910383,0.0014454683326929362,8,32.178110000000004,1.1749713788611427,8,0.21335686573236556,0.008606227738480878,8,298.275,3.5991070321082996,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,76.0,0.0,8,76.0,0.0,8
354	−200,random,2,0.0,none,federated,0.5,0.6835065634899513,0.15642043042614392,8,10.66538004133776,0.14437795545085327,8,16.0,0.0,8,24.92442177424265,7.696598420726485,8,45.8301829474231,14.205710998184903,8,23.245401318579425,5.347965267805504,8,2.3127704726223666,0.13158114032025198,8,0.3164934365100487,0.1564204304261439,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,29.720885,7.089685947134753,8,0.2185149242224218,0.013004932803033008,8,415.425,134.7628525542979,8,0.806415545578978,0.04655079426961006,8,0.5596707976377198,0.287327693300721,8,16.0,0.0,8,16.0,0.0,8	354	+200,random,2,0.0,none,federated,0.5,0.037842105744302516,0.0037191741072632924,8,10.66538004133776,0.14437795545085327,8,67.99228024802656,0.8662677327051179,8,1812.2325578356301,182.1681938867691,8,2169.478543608128,215.44925788712897,8,0.4652190820617599,0.04953118594064206,8,2.6371918853331495,0.0904111708538638,8,0.9621578942556974,0.0037191741072632543,8,0.0,0.0,8,0.2139130600999329,0.002488199257172246,8,-0.7348600000000001,0.1840307961805772,8,0.4030787616203517,0.022024030649988882,8,2006.4676124824255,128.66573258901258,8,0.07526477567137477,0.006397602679459932,8,0.0,0.0,8,68.00780572060123,0.7519499331103919,8,67.97602331503064,0.9875641562684645,8
355	−200,random,2,0.0,none,federated,2.0,0.7787248989478104,0.02165103006700556,8,10.66538004133776,0.14437795545085327,8,16.0,0.0,8,20.56021310772099,0.5675947348498527,8,37.796908123414156,1.1394760619082176,8,26.47834124537539,0.802094791638432,8,1.7941076281388297,0.030675469482574467,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,33.96776,1.189101757510384,8,0.21335686573236556,0.008606227738480878,8,209.4125,7.325530209967249,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,16.0,0.0,8,16.0,0.0,8	355	+200,random,2,0.0,none,federated,2.0,0.7787248989478104,0.02165103006700556,8,10.66538004133776,0.14437795545085327,8,67.99228024802656,0.8662677327051179,8,87.38122043037018,2.9992546888691516,8,104.61791544606334,3.535245959858787,8,9.568329571510265,0.32940305481707743,8,1.7956911765160708,0.0301761264778154,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.2139130600999329,0.002488199257172246,8,32.417015,1.1872990724810184,8,0.21335686573236556,0.008606227738480878,8,209.4125,7.325530209967249,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,68.00780572060123,0.7519499331103919,8,67.97602331503064,0.9875641562684645,8
356	200,random,2,0.0,none,none,2.0,0.11141168571551739,0.007614174932450858,8,4.0,0.0,8,14.0,0.0,8,126.16762544077731,8.494079462647855,8,126.16762544077731,8.494079462647855,8,7.957977551108385,0.5438696380322042,8,2.589770320901408,0.06854936712162439,8,0.7802271569681687,0.007676520531400679,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,6.1312975000000005,0.46963639399463686,8,0.33530342180952627,0.024482994306989265,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03141534079108622,0.007061866235339674,8,14.0,0.0,8,14.0,0.0,8	356	200,random,2,0.0,none,none,2.0,0.11141168571551739,0.007614174932450858,8,4.0,0.0,8,14.0,0.0,8,126.16762544077731,8.494079462647855,8,126.16762544077731,8.494079462647855,8,7.957977551108385,0.5438696380322042,8,2.589770320901408,0.06854936712162439,8,0.7802271569681687,0.007676520531400679,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,6.1312975000000005,0.46963639399463686,8,0.33530342180952627,0.024482994306989265,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03141534079108622,0.007061866235339674,8,14.0,0.0,8,14.0,0.0,8
357	200,random,2,0.0,none,norms,2.0,0.1206804603829138,0.007047052151530745,8,4.0,0.0,8,14.0,0.0,8,116.35130238240458,6.710379614469132,8,199.38637105521988,11.548885859425464,8,5.030491821947272,0.2984101485332838,8,2.584753600523899,0.07083962716655909,8,0.8419098052713124,0.006468079254271297,8,0.037409734345773764,0.0032912817435017776,8,0.4164331720896448,0.0028385665671044795,8,6.2881725,0.44282488443917845,8,0.32487173940296576,0.02549269460027856,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03346023679835262,0.007376781127585377,8,14.0,0.0,8,14.0,0.0,8	357	200,random,2,0.0,none,norms,2.0,0.1206804603829138,0.007047052151530745,8,4.0,0.0,8,14.0,0.0,8,116.35130238240458,6.710379614469132,8,199.38637105521988,11.548885859425464,8,5.030491821947272,0.2984101485332838,8,2.584753600523899,0.07083962716655909,8,0.8419098052713124,0.006468079254271297,8,0.037409734345773764,0.0032912817435017776,8,0.4164331720896448,0.0028385665671044795,8,6.2881725,0.44282488443917845,8,0.32487173940296576,0.02549269460027856,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03346023679835262,0.007376781127585377,8,14.0,0.0,8,14.0,0.0,8
358	200,random,2,0.0,none,records,2.0,0.8587433505358729,0.03594378075735561,8,2.0,0.0,8,16.0,0.0,8,18.661337621897246,0.8050647098302305,8,30.22096479940685,1.1944187558329329,8,33.13373077841307,1.2765726421829073,8,1.7817162741567878,0.026857229897936916,8,0.14125664946412703,0.03594378075735559,8,0.0,0.0,8,0.5369327820999495,0.0018670358541575214,8,50.91067,1.7383387822696863,8,0.17734682764744142,0.011739916811504008,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.8259876354602201,0.041091777719328225,8,16.0,0.0,8,16.0,0.0,8	358	200,random,2,0.0,none,records,2.0,0.8587433505358729,0.03594378075735561,8,2.0,0.0,8,16.0,0.0,8,18.661337621897246,0.8050647098302305,8,30.22096479940685,1.1944187558329329,8,33.13373077841307,1.2765726421829073,8,1.7817162741567878,0.026857229897936916,8,0.14125664946412703,0.03594378075735559,8,0.0,0.0,8,0.5369327820999495,0.0018670358541575214,8,50.91067,1.7383387822696863,8,0.17734682764744142,0.011739916811504008,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.8259876354602201,0.041091777719328225,8,16.0,0.0,8,16.0,0.0,8
359	−200,random,2,1.0,distribution,central,0.5,0.08246746486286122,0.007109507741658788,8,12.0,0.0,8,15.399526132941947,0.07849080519145875,8,187.942158540114,16.042757867608724,8,351.65449771183853,30.347388592338504,8,2.8623540025088223,0.24706403535507657,8,2.601727415214806,0.10365517697222666,8,0.9175325351371388,0.007109507741658791,8,0.0,0.0,8,0.6043350249624233,0.003387353632703255,8,2.8306575,0.3231293342898031,8,0.31470066777616446,0.027167566498399322,8,2230.2625,99.83818246828928,8,0.164128555597055,0.013393069288268729,8,0.0,0.0,8,14.840353888580504,0.07904637914231666,8,15.964515076775704,0.1289498201964286,8	359	+200,random,2,1.0,distribution,central,0.5,0.027781656958066055,0.002720497077636852,8,12.0,0.0,8,72.39715679765168,0.4709448311487525,8,2627.4067091260986,252.4973797043233,8,3114.3583688252415,301.8700705759265,8,0.32371115723039995,0.031103528660908337,8,2.6883995827654337,0.09852555980590054,8,0.972218343041934,0.00272049707763683,8,0.0,0.0,8,0.20292242070617544,0.002285393329581585,8,-1.31638,0.11564731607039438,8,0.45264753503858024,0.029655990803245238,8,3205.2625,99.83818246828928,8,0.0552576568941438,0.004751202486483877,8,0.0,0.0,8,69.04212333148303,0.47427827485389984,8,75.78709046065424,0.7736989211785783,8
360	−200,random,2,1.0,distribution,central,2.0,0.7787248989478104,0.02165103006700556,8,12.0,0.0,8,15.399526132941947,0.07849080519145875,8,19.787137132781396,0.4921212536453951,8,37.023832148474554,1.0557868907580201,8,27.02897761976041,0.7756546621675597,8,1.7941076281388297,0.030675469482574467,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.6043350249624233,0.003387353632703255,8,33.9856575,1.1876819419566838,8,0.21335686573236556,0.008606227738480878,8,298.275,3.5991070321082996,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,14.840353888580504,0.07904637914231666,8,15.964515076775704,0.1289498201964286,8	360	+200,random,2,1.0,distribution,central,2.0,0.7787248989478104,0.02165103006700556,8,12.0,0.0,8,72.39715679765168,0.4709448311487525,8,93.02255641203712,2.256086114111161,8,110.25925142773028,2.7949210962236544,8,9.07468541334646,0.23231780168085567,8,1.8004380421798336,0.03017510122240282,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.20292242070617544,0.002285393329581585,8,32.285495,1.1665028557309949,8,0.21335686573236556,0.008606227738480878,8,298.275,3.5991070321082996,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,69.04212333148303,0.47427827485389984,8,75.78709046065424,0.7736989211785783,8
361	−200,random,2,1.0,distribution,federated,0.5,0.6835065634899513,0.15642043042614392,8,10.66538004133776,0.14437795545085327,8,15.399526132941947,0.07849080519145875,8,24.004954172559763,7.502204528070066,8,44.91071534574021,14.010085782146499,8,23.734842979034035,5.472964066721404,8,2.3127704726223666,0.13158114032025198,8,0.3164934365100487,0.1564204304261439,8,0.0,0.0,8,0.6043350249624233,0.003387353632703255,8,29.7387825,7.090565479834554,8,0.2185149242224218,0.013004932803033008,8,415.425,134.7628525542979,8,0.806415545578978,0.04655079426961006,8,0.5596707976377198,0.287327693300721,8,14.840353888580504,0.07904637914231666,8,15.964515076775704,0.1289498201964286,8	361	+200,random,2,1.0,distribution,federated,0.5,0.037842105744302516,0.0037191741072632924,8,10.66538004133776,0.14437795545085327,8,64.7790720186553,0.9783512463083598,8,1726.4359787087262,172.25550040611077,8,2083.681964481224,205.30468041022655,8,0.4843148031477781,0.0512820360725071,8,2.6371918853331495,0.0904111708538638,8,0.9621578942556974,0.0037191741072632543,8,0.0,0.0,8,0.22271466932052109,0.003274748958952307,8,-0.6390875,0.18220595440717235,8,0.4030787616203517,0.022024030649988882,8,2006.4676124824255,128.66573258901258,8,0.07526477567137477,0.006397602679459932,8,0.0,0.0,8,61.79344713609999,0.6979019637005683,8,67.79569756588664,1.3854964200064903,8
362	−200,random,2,1.0,distribution,federated,2.0,0.7787248989478104,0.02165103006700556,8,10.66538004133776,0.14437795545085327,8,15.399526132941947,0.07849080519145875,8,19.787137132781396,0.4921212536453951,8,37.023832148474554,1.0557868907580201,8,27.02897761976041,0.7756546621675597,8,1.7941076281388297,0.030675469482574467,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.6043350249624233,0.003387353632703255,8,33.9856575,1.1876819419566838,8,0.21335686573236556,0.008606227738480878,8,209.4125,7.325530209967249,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,14.840353888580504,0.07904637914231666,8,15.964515076775704,0.1289498201964286,8	362	+200,random,2,1.0,distribution,federated,2.0,0.7787248989478104,0.02165103006700556,8,10.66538004133776,0.14437795545085327,8,64.7790720186553,0.9783512463083598,8,83.244324960285,2.6866367920888083,8,100.48101997597816,3.1881424152114715,8,9.961073268274433,0.3222648792560982,8,1.7956911765160708,0.0301761264778154,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.22271466932052109,0.003274748958952307,8,32.5127875,1.1797840098176573,8,0.21335686573236556,0.008606227738480878,8,209.4125,7.325530209967249,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,61.79344713609999,0.6979019637005683,8,67.79569756588664,1.3854964200064903,8
363	200,random,2,1.0,distribution,none,2.0,0.11141168571551739,0.007614174932450858,8,4.0,0.0,8,14.0,0.0,8,126.16762544077731,8.494079462647855,8,126.16762544077731,8.494079462647855,8,7.957977551108385,0.5438696380322042,8,2.589770320901408,0.06854936712162439,8,0.7802271569681687,0.007676520531400679,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,6.1312975000000005,0.46963639399463686,8,0.33530342180952627,0.024482994306989265,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03141534079108622,0.007061866235339674,8,14.0,0.0,8,14.0,0.0,8	363	200,random,2,1.0,distribution,none,2.0,0.11141168571551739,0.007614174932450858,8,4.0,0.0,8,14.0,0.0,8,126.16762544077731,8.494079462647855,8,126.16762544077731,8.494079462647855,8,7.957977551108385,0.5438696380322042,8,2.589770320901408,0.06854936712162439,8,0.7802271569681687,0.007676520531400679,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,6.1312975000000005,0.46963639399463686,8,0.33530342180952627,0.024482994306989265,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03141534079108622,0.007061866235339674,8,14.0,0.0,8,14.0,0.0,8
364	200,random,2,1.0,distribution,norms,2.0,0.1206804603829138,0.007047052151530745,8,4.0,0.0,8,13.401654665920171,0.06787012837310287,8,111.38060929622674,6.476532631326256,8,194.41567796904204,11.322706356676866,8,5.159339858987259,0.3089620449837778,8,2.584753600523899,0.07083962716655909,8,0.8419098052713124,0.006468079254271297,8,0.037409734345773764,0.0032912817435017776,8,0.42708716763726134,0.0026079334573418356,8,6.3121425,0.4433873658149112,8,0.32487173940296576,0.02549269460027856,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03346023679835262,0.007376781127585377,8,12.89453580833704,0.067879147773365,8,13.90346991770411,0.12116648879960942,8	364	200,random,2,1.0,distribution,norms,2.0,0.1206804603829138,0.007047052151530745,8,4.0,0.0,8,13.401654665920171,0.06787012837310287,8,111.38060929622674,6.476532631326256,8,194.41567796904204,11.322706356676866,8,5.159339858987259,0.3089620449837778,8,2.584753600523899,0.07083962716655909,8,0.8419098052713124,0.006468079254271297,8,0.037409734345773764,0.0032912817435017776,8,0.42708716763726134,0.0026079334573418356,8,6.3121425,0.4433873658149112,8,0.32487173940296576,0.02549269460027856,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03346023679835262,0.007376781127585377,8,12.89453580833704,0.067879147773365,8,13.90346991770411,0.12116648879960942,8
365	200,random,2,1.0,distribution,records,2.0,0.8587433505358729,0.03594378075735561,8,2.0,0.0,8,15.379970645744482,0.046655798851913434,8,17.937926364591974,0.7672298836358584,8,29.49755354210158,1.1580414608694753,8,33.94590792627731,1.3046640419641744,8,1.7817162741567878,0.026857229897936916,8,0.14125664946412703,0.03594378075735559,8,0.0,0.0,8,0.5500962537800747,0.0016880121040325098,8,50.935694999999996,1.7381365284777182,8,0.17734682764744142,0.011739916811504008,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.8259876354602201,0.041091777719328225,8,14.851321799020733,0.06535041077168782,8,15.914532849052803,0.0837536976168214,8	365	200,random,2,1.0,distribution,records,2.0,0.8587433505358729,0.03594378075735561,8,2.0,0.0,8,15.379970645744482,0.046655798851913434,8,17.937926364591974,0.7672298836358584,8,29.49755354210158,1.1580414608694753,8,33.94590792627731,1.3046640419641744,8,1.7817162741567878,0.026857229897936916,8,0.14125664946412703,0.03594378075735559,8,0.0,0.0,8,0.5500962537800747,0.0016880121040325098,8,50.935694999999996,1.7381365284777182,8,0.17734682764744142,0.011739916811504008,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.8259876354602201,0.041091777719328225,8,14.851321799020733,0.06535041077168782,8,15.914532849052803,0.0837536976168214,8
366	−200,random,2,1.0,network,central,0.5,0.08236806438679146,0.006949148195613126,8,12.0,0.0,8,14.82307669410393,0.06363397290341483,8,181.08211312036616,15.203052781865201,8,344.7944522920906,29.300064230539036,8,2.918684976406376,0.24762191547311208,8,2.601727415214806,0.10365517697222666,8,0.9176319356132085,0.00694914819561313,8,0.0,0.0,8,0.6164757499196103,0.004899059861962315,8,2.847295,0.32162385550293277,8,0.31470066777616446,0.027167566498399322,8,2261.5625,132.7963955782364,8,0.164128555597055,0.013393069288268729,8,0.0,0.0,8,14.840353888580504,0.07904637914231666,8,14.805432178521853,0.11953015357521761,8	366	+200,random,2,1.0,network,central,0.5,0.027727701482698687,0.0024402016875126457,8,12.0,0.0,8,68.93846016462358,0.3818038374204867,8,2502.9326754867343,218.28638615736307,8,2989.8843351858777,267.05478331889975,8,0.336807082147845,0.03023542890618441,8,2.6883995827654337,0.09852555980590054,8,0.9722722985173013,0.002440201687512634,8,0.0,0.0,8,0.21131935901014684,0.003457395912743658,8,-1.215805,0.10239546516186294,8,0.45264753503858024,0.029655990803245238,8,3236.5625,132.7963955782364,8,0.0552576568941438,0.004751202486483877,8,0.0,0.0,8,69.04212333148303,0.47427827485389984,8,68.83259307113111,0.7171809214513083,8
367	−200,random,2,1.0,network,central,2.0,0.7339653532225782,0.022846573763508637,8,12.0,0.0,8,14.82307669410393,0.06363397290341483,8,20.2127958724762,0.6276071546353102,8,38.486486390507196,1.3050026574213296,8,26.00902660599532,0.8726872883154473,8,1.8177701761609215,0.029538168066421407,8,0.26603464677742183,0.022846573763508644,8,0.0,0.0,8,0.6164757499196103,0.004899059861962315,8,32.03917,1.321584230924601,8,0.21049395621249312,0.008460078544561513,8,298.65,6.912514531113638,8,0.8197587020950226,0.020191119605923027,8,0.6474427114951996,0.05030765346302166,8,14.840353888580504,0.07904637914231666,8,14.805432178521853,0.11953015357521761,8	367	+200,random,2,1.0,network,central,2.0,0.7339653532225782,0.022846573763508637,8,12.0,0.0,8,68.93846016462358,0.3818038374204867,8,94.00434978529249,2.9243209699885244,8,112.27804030332348,3.5399193863694265,8,8.914156315865547,0.27901012727380126,8,1.8240916208965887,0.02684068798152335,8,0.26603464677742183,0.022846573763508644,8,0.0,0.0,8,0.21131935901014684,0.003457395912743658,8,30.422945,1.2952114013329463,8,0.21049395621249312,0.008460078544561513,8,298.65,6.912514531113638,8,0.8197587020950226,0.020191119605923027,8,0.6474427114951996,0.05030765346302166,8,69.04212333148303,0.47427827485389984,8,68.83259307113111,0.7171809214513083,8
368	−200,random,2,1.0,network,federated,0.5,0.6260408494694607,0.1361119452037692,8,10.67778876217059,0.15474619547923307,8,14.82307669410393,0.06363397290341483,8,24.94482284805245,6.819470787236045,8,47.43587875218519,12.627162033319129,8,22.166946791603408,4.7636241233805885,8,2.3338180025578947,0.09173423800948383,8,0.37395915053053924,0.13611194520376915,8,0.0,0.0,8,0.6164757499196103,0.004899059861962315,8,27.154795,5.962403582101531,8,0.21864178172260398,0.01674801397779773,8,460.77500000000003,151.95980201543904,8,0.806415545578978,0.04655079426961006,8,0.4452031144645728,0.2481252299746061,8,14.840353888580504,0.07904637914231666,8,14.805432178521853,0.11953015357521761,8	368	+200,random,2,1.0,network,federated,0.5,0.03778648600351013,0.003530423889491638,8,10.67778876217059,0.15474619547923307,8,61.79603363110332,0.9568348506348846,8,1648.5116264872752,163.16920960039502,8,2005.757612259773,195.37387251994267,8,0.5029714684885316,0.05196225766459034,8,2.6371918853331495,0.0904111708538638,8,0.9622135139964898,0.0035304238894916223,8,0.0,0.0,8,0.23141842768367465,0.004569490139060358,8,-0.5524825,0.17887197478723632,8,0.4030787616203517,0.022024030649988882,8,2052.5363624824254,141.54161195020987,8,0.07526477567137477,0.006397602679459932,8,0.0,0.0,8,61.79344713609999,0.6979019637005683,8,61.79767076080679,1.432578979735608,8
369	−200,random,2,1.0,network,federated,2.0,0.7339653532225782,0.022846573763508637,8,10.67778876217059,0.15474619547923307,8,14.82307669410393,0.06363397290341483,8,20.2127958724762,0.6276071546353102,8,38.486486390507196,1.3050026574213296,8,26.00902660599532,0.8726872883154473,8,1.8177701761609215,0.029538168066421407,8,0.26603464677742183,0.022846573763508644,8,0.0,0.0,8,0.6164757499196103,0.004899059861962315,8,32.03917,1.321584230924601,8,0.21049395621249312,0.008460078544561513,8,211.9625,9.56167013205778,8,0.8197587020950226,0.020191119605923027,8,0.6474427114951996,0.05030765346302166,8,14.840353888580504,0.07904637914231666,8,14.805432178521853,0.11953015357521761,8	369	+200,random,2,1.0,network,federated,2.0,0.7339653532225782,0.022846573763508637,8,10.67778876217059,0.15474619547923307,8,61.79603363110332,0.9568348506348846,8,84.2727811713333,3.1380280567241887,8,102.5464716893643,3.7180959478761006,8,9.762848912364014,0.35232675610418634,8,1.819512932364855,0.02795548107139,8,0.26603464677742183,0.022846573763508644,8,0.0,0.0,8,0.23141842768367465,0.004569490139060358,8,30.6362675,1.3038171285854687,8,0.21049395621249312,0.008460078544561513,8,211.9625,9.56167013205778,8,0.8197587020950226,0.020191119605923027,8,0.6474427114951996,0.05030765346302166,8,61.79344713609999,0.6979019637005683,8,61.79767076080679,1.432578979735608,8
370	200,random,2,1.0,network,none,2.0,0.11294699947162923,0.010649267058398176,8,4.0,0.0,8,14.0,0.0,8,124.90274401505911,11.593307049802563,8,124.90274401505911,11.593307049802563,8,8.067642819402087,0.7606619327427268,8,2.5667778981928846,0.059527074945903126,8,0.7773279737694236,0.007488410637873251,8,0.10972502675894713,0.00614502127853697,8,0.0,0.0,8,6.2109925,0.6301746982215103,8,0.3424428039181302,0.020673481986157746,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03431981845396688,0.011207662865865218,8,14.0,0.0,8,14.0,0.0,8	370	200,random,2,1.0,network,none,2.0,0.11294699947162923,0.010649267058398176,8,4.0,0.0,8,14.0,0.0,8,124.90274401505911,11.593307049802563,8,124.90274401505911,11.593307049802563,8,8.067642819402087,0.7606619327427268,8,2.5667778981928846,0.059527074945903126,8,0.7773279737694236,0.007488410637873251,8,0.10972502675894713,0.00614502127853697,8,0.0,0.0,8,6.2109925,0.6301746982215103,8,0.3424428039181302,0.020673481986157746,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03431981845396688,0.011207662865865218,8,14.0,0.0,8,14.0,0.0,8
371	200,random,2,1.0,network,norms,2.0,0.12288253306985022,0.010380990511295787,8,4.0,0.0,8,12.900281457871964,0.03656969674589852,8,105.60938783613715,8.570141861839012,8,187.52299026322098,14.911211932657537,8,5.36375562275114,0.44875607595247674,8,2.5651614793197774,0.05880158359088926,8,0.8389939305774978,0.010648146038628504,8,0.03812353635265199,0.003596285550517028,8,0.4368569857753942,0.0033040801106791634,8,6.4511975,0.618883464538011,8,0.3316557043731143,0.0211430881516001,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03769279921952414,0.011464655186730463,8,12.89453580833704,0.067879147773365,8,12.905876139743595,0.11917750569732224,8	371	200,random,2,1.0,network,norms,2.0,0.12288253306985022,0.010380990511295787,8,4.0,0.0,8,12.900281457871964,0.03656969674589852,8,105.60938783613715,8.570141861839012,8,187.52299026322098,14.911211932657537,8,5.36375562275114,0.44875607595247674,8,2.5651614793197774,0.05880158359088926,8,0.8389939305774978,0.010648146038628504,8,0.03812353635265199,0.003596285550517028,8,0.4368569857753942,0.0033040801106791634,8,6.4511975,0.618883464538011,8,0.3316557043731143,0.0211430881516001,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03769279921952414,0.011464655186730463,8,12.89453580833704,0.067879147773365,8,12.905876139743595,0.11917750569732224,8
372	200,random,2,1.0,network,records,2.0,0.7835255132258188,0.029613040882757492,8,2.0,0.0,8,14.86579882094449,0.03062046476079543,8,18.997042764699938,0.7286275382622207,8,31.56107204871451,1.0530257480509593,8,31.714623157553376,1.0286173266654983,8,1.8211405915449441,0.03662648237482634,8,0.2164744867741813,0.029613040882757503,8,0.0,0.0,8,0.560104237573404,0.003081410948379614,8,46.7815475,1.286437246304137,8,0.18576325294164237,0.009455497484216275,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.6762598192743331,0.02959119718803844,8,14.851321799020733,0.06535041077168782,8,14.880531543376176,0.04157713937901546,8	372	200,random,2,1.0,network,records,2.0,0.7835255132258188,0.029613040882757492,8,2.0,0.0,8,14.86579882094449,0.03062046476079543,8,18.997042764699938,0.7286275382622207,8,31.56107204871451,1.0530257480509593,8,31.714623157553376,1.0286173266654983,8,1.8211405915449441,0.03662648237482634,8,0.2164744867741813,0.029613040882757503,8,0.0,0.0,8,0.560104237573404,0.003081410948379614,8,46.7815475,1.286437246304137,8,0.18576325294164237,0.009455497484216275,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.6762598192743331,0.02959119718803844,8,14.851321799020733,0.06535041077168782,8,14.880531543376176,0.04157713937901546,8
373	−200,random,2,1.0,none,central,0.5,0.08246746486286122,0.007109507741658788,8,12.0,0.0,8,14.870275700696185,0.08016982333113745,8,181.47023629190818,15.328066688826363,8,345.1825754636327,29.62871837080373,8,2.915810982882615,0.2502584495122954,8,2.601727415214806,0.10365517697222666,8,0.9175325351371388,0.007109507741658791,8,0.0,0.0,8,0.6156440636042501,0.003491836215123053,8,2.8464425,0.3227631569410788,8,0.31470066777616446,0.027167566498399322,8,2230.2625,99.83818246828928,8,0.164128555597055,0.013393069288268729,8,0.0,0.0,8,14.840353888580504,0.07904637914231666,8,14.900526145271751,0.10381290409153361,8	373	+200,random,2,1.0,none,central,0.5,0.027781656958066055,0.002720497077636852,8,12.0,0.0,8,69.22165420417711,0.4810189399868255,8,2511.791512619645,236.61057777334725,8,2998.743172318788,285.97427933701033,8,0.3361139781449599,0.03188106570350334,8,2.6883995827654337,0.09852555980590054,8,0.972218343041934,0.00272049707763683,8,0.0,0.0,8,0.21072140041592702,0.0024509900382651694,8,-1.22167,0.11257020514201026,8,0.45264753503858024,0.029655990803245238,8,3205.2625,99.83818246828928,8,0.0552576568941438,0.004751202486483877,8,0.0,0.0,8,69.04212333148303,0.47427827485389984,8,69.40315687163051,0.6228774245492044,8
374	−200,random,2,1.0,none,central,2.0,0.7787248989478104,0.02165103006700556,8,12.0,0.0,8,14.870275700696185,0.08016982333113745,8,19.106757142667824,0.46049884175526523,8,36.34345215836098,1.0244850879253717,8,27.534560251202397,0.7822107114578719,8,1.7941076281388297,0.030675469482574467,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.6156440636042501,0.003491836215123053,8,34.001442499999996,1.187559742157361,8,0.21335686573236556,0.008606227738480878,8,298.275,3.5991070321082996,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,14.840353888580504,0.07904637914231666,8,14.900526145271751,0.10381290409153361,8	374	+200,random,2,1.0,none,central,2.0,0.7787248989478104,0.02165103006700556,8,12.0,0.0,8,69.22165420417711,0.4810189399868255,8,88.9402764713557,2.066069606295378,8,106.17697148704886,2.6039105760735364,8,9.42325852126472,0.2340022685043936,8,1.8004380421798336,0.03017510122240282,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.21072140041592702,0.0024509900382651694,8,32.380205,1.1657443564766448,8,0.21335686573236556,0.008606227738480878,8,298.275,3.5991070321082996,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,69.04212333148303,0.47427827485389984,8,69.40315687163051,0.6228774245492044,8
375	−200,random,2,1.0,none,federated,0.5,0.6835065634899513,0.15642043042614392,8,10.66538004133776,0.14437795545085327,8,14.870275700696185,0.08016982333113745,8,23.179946972403492,7.2461991489327495,8,44.085708145583936,13.75388826270834,8,24.17876497042999,5.5733438337406636,8,2.3127704726223666,0.13158114032025198,8,0.3164934365100487,0.1564204304261439,8,0.0,0.0,8,0.6156440636042501,0.003491836215123053,8,29.7545675,7.090542511365301,8,0.2185149242224218,0.013004932803033008,8,415.425,134.7628525542979,8,0.806415545578978,0.04655079426961006,8,0.5596707976377198,0.287327693300721,8,14.840353888580504,0.07904637914231666,8,14.900526145271751,0.10381290409153361,8	375	+200,random,2,1.0,none,federated,0.5,0.037842105744302516,0.0037191741072632924,8,10.66538004133776,0.14437795545085327,8,61.95852456668276,0.9333308354830189,8,1651.102599930359,162.7941840183716,8,2008.348585702857,195.79102549014803,8,0.5023950878489634,0.05273514720270028,8,2.6371918853331495,0.0904111708538638,8,0.9621578942556974,0.0037191741072632543,8,0.0,0.0,8,0.23104883106182345,0.00340812275080968,8,-0.5549675000000001,0.1795601543255869,8,0.4030787616203517,0.022024030649988882,8,2006.4676124824255,128.66573258901258,8,0.07526477567137477,0.006397602679459932,8,0.0,0.0,8,61.79344713609999,0.6979019637005683,8,62.125446239266225,1.2397738163742789,8
376	−200,random,2,1.0,none,federated,2.0,0.7787248989478104,0.02165103006700556,8,10.66538004133776,0.14437795545085327,8,14.870275700696185,0.08016982333113745,8,19.106757142667824,0.46049884175526523,8,36.34345215836098,1.0244850879253717,8,27.534560251202397,0.7822107114578719,8,1.7941076281388297,0.030675469482574467,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.6156440636042501,0.003491836215123053,8,34.001442499999996,1.187559742157361,8,0.21335686573236556,0.008606227738480878,8,209.4125,7.325530209967249,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,14.840353888580504,0.07904637914231666,8,14.900526145271751,0.10381290409153361,8	376	+200,random,2,1.0,none,federated,2.0,0.7787248989478104,0.02165103006700556,8,10.66538004133776,0.14437795545085327,8,61.95852456668276,0.9333308354830189,8,79.61825218186675,2.512139401057586,8,96.85494719755991,3.0103383729191164,8,10.33364125894247,0.3281758140236967,8,1.7956911765160708,0.0301761264778154,8,0.22127510105218962,0.021651030067005573,8,0.0,0.0,8,0.23104883106182345,0.00340812275080968,8,32.5969075,1.1788674373040062,8,0.21335686573236556,0.008606227738480878,8,209.4125,7.325530209967249,8,0.8197587020950226,0.020191119605923027,8,0.7375738840271865,0.028555332461857378,8,61.79344713609999,0.6979019637005683,8,62.125446239266225,1.2397738163742789,8
377	200,random,2,1.0,none,none,2.0,0.11141168571551739,0.007614174932450858,8,4.0,0.0,8,14.0,0.0,8,126.16762544077731,8.494079462647855,8,126.16762544077731,8.494079462647855,8,7.957977551108385,0.5438696380322042,8,2.589770320901408,0.06854936712162439,8,0.7802271569681687,0.007676520531400679,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,6.1312975000000005,0.46963639399463686,8,0.33530342180952627,0.024482994306989265,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03141534079108622,0.007061866235339674,8,14.0,0.0,8,14.0,0.0,8	377	200,random,2,1.0,none,none,2.0,0.11141168571551739,0.007614174932450858,8,4.0,0.0,8,14.0,0.0,8,126.16762544077731,8.494079462647855,8,126.16762544077731,8.494079462647855,8,7.957977551108385,0.5438696380322042,8,2.589770320901408,0.06854936712162439,8,0.7802271569681687,0.007676520531400679,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,6.1312975000000005,0.46963639399463686,8,0.33530342180952627,0.024482994306989265,8,0.0,0.0,8,0.19242818522086752,0.01529370330237019,8,0.03141534079108622,0.007061866235339674,8,14.0,0.0,8,14.0,0.0,8
378	200,random,2,1.0,none,norms,2.0,0.1206804603829138,0.007047052151530745,8,4.0,0.0,8,12.913296450741639,0.08144117682462865,8,107.33413374343081,6.48204736599487,8,190.3692024162461,11.337784670855035,8,5.269769991603851,0.32326620270585527,8,2.584753600523899,0.07083962716655909,8,0.8419098052713124,0.006468079254271297,8,0.037409734345773764,0.0032912817435017776,8,0.43619459566599517,0.002341551670116611,8,6.3317049999999995,0.4447492714841864,8,0.32487173940296576,0.02549269460027856,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03346023679835262,0.007376781127585377,8,12.89453580833704,0.067879147773365,8,12.93305819865866,0.13581267479677706,8	378	200,random,2,1.0,none,norms,2.0,0.1206804603829138,0.007047052151530745,8,4.0,0.0,8,12.913296450741639,0.08144117682462865,8,107.33413374343081,6.48204736599487,8,190.3692024162461,11.337784670855035,8,5.269769991603851,0.32326620270585527,8,2.584753600523899,0.07083962716655909,8,0.8419098052713124,0.006468079254271297,8,0.037409734345773764,0.0032912817435017776,8,0.43619459566599517,0.002341551670116611,8,6.3317049999999995,0.4447492714841864,8,0.32487173940296576,0.02549269460027856,8,0.0,0.0,8,0.20898905643020058,0.015156198795385075,8,0.03346023679835262,0.007376781127585377,8,12.89453580833704,0.067879147773365,8,12.93305819865866,0.13581267479677706,8
379	200,random,2,1.0,none,records,2.0,0.8587433505358729,0.03594378075735561,8,2.0,0.0,8,14.865827362293148,0.0483293027417188,8,17.337434107762064,0.719171372413861,8,28.89706128527167,1.1097092200070744,8,34.649299317207024,1.3013676233353628,8,1.7817162741567878,0.026857229897936916,8,0.14125664946412703,0.03594378075735559,8,0.0,0.0,8,0.561510214838975,0.0013449345019382586,8,50.956445,1.7371477973390763,8,0.17734682764744142,0.011739916811504008,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.8259876354602201,0.041091777719328225,8,14.851321799020733,0.06535041077168782,8,14.88014208798244,0.04371581112326838,8	379	200,random,2,1.0,none,records,2.0,0.8587433505358729,0.03594378075735561,8,2.0,0.0,8,14.865827362293148,0.0483293027417188,8,17.337434107762064,0.719171372413861,8,28.89706128527167,1.1097092200070744,8,34.649299317207024,1.3013676233353628,8,1.7817162741567878,0.026857229897936916,8,0.14125664946412703,0.03594378075735559,8,0.0,0.0,8,0.561510214838975,0.0013449345019382586,8,50.956445,1.7371477973390763,8,0.17734682764744142,0.011739916811504008,8,0.0,0.0,8,0.8912882376376864,0.03735710932188045,8,0.8259876354602201,0.041091777719328225,8,14.851321799020733,0.06535041077168782,8,14.88014208798244,0.04371581112326838,8
380	−200,random,8,0.0,distribution,central,0.5,0.08786355191519378,0.009533427313188979,8,12.0,0.0,8,16.0,0.0,8,184.0157180512927,20.19915085063826,8,338.2919290520884,37.36114377022398,8,2.987656866324876,0.3277155109904029,8,2.540388790715479,0.09740993195470178,8,0.9121364480848062,0.009533427313188975,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,3.0546349999999998,0.436906757460085,8,0.3177517784240324,0.028189423758612282,8,2230.2625,99.83818246828928,8,0.17487634941302754,0.018392843136421137,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	380	+200,random,8,0.0,distribution,central,0.5,0.02853391415952857,0.0030885420137259116,8,12.0,0.0,8,76.0,0.0,8,2691.338186046321,296.8124189055594,8,3166.4191629773695,350.969415735849,8,0.31913739188629564,0.03459303605915802,8,2.649320590805888,0.07174033843869129,8,0.9714660858404714,0.003088542013725915,8,0.0,0.0,8,0.1947379135910383,0.0014454683326929362,8,-1.390015,0.135543858479197,8,0.45102614805468627,0.03270697651295235,8,3205.2625,99.83818246828928,8,0.05675368227850265,0.005526530608740486,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
381	−200,random,8,0.0,distribution,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.41213540183328,0.1602677721840574,8,34.0004586985349,0.18608357436791245,8,1.0026487992637836,0.002191286230857286,8,0.0,0.0,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,43.86401,0.534107483564871,8,0.20992595256649624,0.006829108912085393,8,298.275,3.5991070321082996,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	381	+200,random,8,0.0,distribution,central,2.0,1.0,0.0,8,12.0,0.0,8,76.0,0.0,8,76.0,0.0,8,89.41213540183328,0.1602677721840594,8,11.184195644568913,0.020075949065178733,8,1.0273723590713733,0.007859401498035726,8,0.0,0.0,8,0.0,0.0,8,0.1947379135910383,0.0014454683326929362,8,42.07436,0.5125128413722215,8,0.20992595256649624,0.006829108912085393,8,298.275,3.5991070321082996,8,1.0,0.0,8,1.0,0.0,8,76.0,0.0,8,76.0,0.0,8
382	−200,random,8,0.0,distribution,federated,0.5,0.8680669718667651,0.206666328666041,8,10.66538004133776,0.14437795545085327,8,16.0,0.0,8,19.757730952291773,6.4565700050188815,8,36.32907232248475,11.910809671060548,8,29.521176062572447,7.057044607235679,8,2.0948731912486602,0.1905430919270457,8,0.131933028133235,0.206666328666041,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,37.98026,9.341770879289584,8,0.21610174231585808,0.012657852449281203,8,415.425,134.7628525542979,8,0.9825638506876229,0.04931687766625231,8,0.7525739222276058,0.38046845771596205,8,16.0,0.0,8,16.0,0.0,8	382	+200,random,8,0.0,distribution,federated,0.5,0.039348778107455996,0.004478392697018349,8,10.66538004133776,0.14437795545085327,8,67.99228024802656,0.8662677327051179,8,1747.7118192808039,201.2216523805903,8,2092.242428599845,238.7791432551529,8,0.4837717114197865,0.05879489123782696,8,2.5840857875813583,0.06487552155481374,8,0.960651221892544,0.004478392697018346,8,0.0,0.0,8,0.2139130600999329,0.002488199257172246,8,-0.6673600000000001,0.21634910201537036,8,0.40364674025208636,0.024434143216794716,8,2006.4676124824255,128.66573258901258,8,0.07824976907732754,0.007893482232112767,8,0.0,0.0,8,68.00780572060123,0.7519499331103919,8,67.97602331503064,0.9875641562684645,8
383	−200,random,8,0.0,distribution,federated,2.0,1.0,0.0,8,10.66538004133776,0.14437795545085327,8,16.0,0.0,8,16.0,0.0,8,29.41213540183328,0.1602677721840574,8,34.0004586985349,0.18608357436791245,8,1.0026487992637836,0.002191286230857286,8,0.0,0.0,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,43.86401,0.534107483564871,8,0.20992595256649624,0.006829108912085393,8,209.4125,7.325530209967249,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	383	+200,random,8,0.0,distribution,federated,2.0,1.0,0.0,8,10.66538004133776,0.14437795545085327,8,67.99228024802656,0.8662677327051179,8,67.99228024802656,0.8662677327051179,8,81.40441564985984,0.911189411728004,8,12.285688225484048,0.13705615875864932,8,1.0121594993411682,0.006360810659674758,8,0.0,0.0,8,0.0,0.0,8,0.2139130600999329,0.002488199257172246,8,42.313265,0.5213866693183249,8,0.20992595256649624,0.006829108912085393,8,209.4125,7.325530209967249,8,1.0,0.0,8,1.0,0.0,8,68.00780572060123,0.7519499331103919,8,67.97602331503064,0.9875641562684645,8
384	200,random,8,0.0,distribution,none,2.0,0.8916388426836861,0.0076348683789600625,8,4.0,0.0,8,14.0,0.0,8,15.702435117926743,0.13488553303791487,8,15.702435117926743,0.13488553303791487,8,63.68848876312044,0.5453477413542921,8,1.0396033170293695,0.00759889813599142,8,0.0,0.0,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,52.9912975,0.6336399380844889,8,0.18486346508326912,0.0076516097698975565,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8926953773179206,0.009105794738482987,8,14.0,0.0,8,14.0,0.0,8	384	200,random,8,0.0,distribution,none,2.0,0.8916388426836861,0.0076348683789600625,8,4.0,0.0,8,14.0,0.0,8,15.702435117926743,0.13488553303791487,8,15.702435117926743,0.13488553303791487,8,63.68848876312044,0.5453477413542921,8,1.0396033170293695,0.00759889813599142,8,0.0,0.0,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,52.9912975,0.6336399380844889,8,0.18486346508326912,0.0076516097698975565,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8926953773179206,0.009105794738482987,8,14.0,0.0,8,14.0,0.0,8
385	200,random,8,0.0,distribution,norms,2.0,0.9625902656542262,0.0032912817435018053,8,4.0,0.0,8,14.0,0.0,8,14.54423964306906,0.04982943086679241,8,24.92329984166422,0.09648536640356968,8,40.1236271726976,0.15624394207315906,8,1.0395546578477282,0.007113730166393638,8,0.0,0.0,8,0.037409734345773764,0.0032912817435017776,8,0.4164331720896448,0.0028385665671044795,8,56.8531725,0.5746623540268782,8,0.18314972898305573,0.007857436918810053,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9649321104384179,0.0029379538606213863,8,14.0,0.0,8,14.0,0.0,8	385	200,random,8,0.0,distribution,norms,2.0,0.9625902656542262,0.0032912817435018053,8,4.0,0.0,8,14.0,0.0,8,14.54423964306906,0.04982943086679241,8,24.92329984166422,0.09648536640356968,8,40.1236271726976,0.15624394207315906,8,1.0395546578477282,0.007113730166393638,8,0.0,0.0,8,0.037409734345773764,0.0032912817435017776,8,0.4164331720896448,0.0028385665671044795,8,56.8531725,0.5746623540268782,8,0.18314972898305573,0.007857436918810053,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9649321104384179,0.0029379538606213863,8,14.0,0.0,8,14.0,0.0,8
386	200,random,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.914531700279525,0.10412166776687776,8,38.5889348250042,0.15558632117978968,8,1.000400061773407,0.0007426342452209913,8,0.0,0.0,8,0.0,0.0,8,0.5369327820999495,0.0018670358541575214,8,59.477545,0.634656355676046,8,0.18040142971162085,0.00896019858188879,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	386	200,random,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.914531700279525,0.10412166776687776,8,38.5889348250042,0.15558632117978968,8,1.000400061773407,0.0007426342452209913,8,0.0,0.0,8,0.0,0.0,8,0.5369327820999495,0.0018670358541575214,8,59.477545,0.634656355676046,8,0.18040142971162085,0.00896019858188879,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
387	−200,random,8,0.0,network,central,0.5,0.08776674584484546,0.009451353761602868,8,12.0,0.0,8,16.0,0.0,8,184.22405976623685,20.44634806960995,8,338.50027076703253,37.440694950404094,8,2.9856233364349802,0.32513098881998054,8,2.540388790715479,0.09740993195470178,8,0.9122332541551545,0.009451353761602868,8,0.0,0.0,8,0.5917955448551246,0.004319564892145637,8,3.054035,0.43616987906090005,8,0.3177517784240324,0.028189423758612282,8,2261.5625,132.7963955782364,8,0.17487634941302754,0.018392843136421137,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	387	+200,random,8,0.0,network,central,0.5,0.028479874272924838,0.0028496658717666675,8,12.0,0.0,8,76.0,0.0,8,2691.8772155697025,268.6262942402331,8,3166.958192500751,322.217357439535,8,0.3186108097676543,0.03228749331005524,8,2.649320590805888,0.07174033843869129,8,0.9715201257270751,0.0028496658717666536,8,0.0,0.0,8,0.19462159515968114,0.0028077959257927134,8,-1.392865,0.11872984929783122,8,0.45102614805468627,0.03270697651295235,8,3236.5625,132.7963955782364,8,0.05675368227850265,0.005526530608740486,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
388	−200,random,8,0.0,network,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.39992183024108,0.31196353354329887,8,34.01703792873962,0.35996374101213735,8,1.006598651123801,0.0025376421423165705,8,0.0,0.0,8,0.0,0.0,8,0.5917955448551246,0.004319564892145637,8,43.91966,1.0258171564172631,8,0.21653078254893385,0.009229108991018975,8,298.65,6.912514531113638,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	388	+200,random,8,0.0,network,central,2.0,1.0,0.0,8,12.0,0.0,8,76.0,0.0,8,76.0,0.0,8,89.39992183024108,0.3119635335432979,8,11.185811178337762,0.038997165636010356,8,1.030659816613232,0.006663097441219674,8,0.0,0.0,8,0.0,0.0,8,0.19462159515968114,0.0028077959257927134,8,42.12776,0.984342069230582,8,0.21653078254893385,0.009229108991018975,8,298.65,6.912514531113638,8,1.0,0.0,8,1.0,0.0,8,76.0,0.0,8,76.0,0.0,8
389	−200,random,8,0.0,network,federated,0.5,0.8326068096282859,0.2079988377308991,8,10.67778876217059,0.15474619547923307,8,16.0,0.0,8,20.592733875785015,6.4313104642232295,8,37.79026587105109,11.559190583719124,8,28.29832810103663,7.008356380058964,8,2.1090130443918937,0.12253175487021314,8,0.1673931903717141,0.2079988377308991,8,0.0,0.0,8,0.5917955448551246,0.004319564892145637,8,36.350285,9.150776263276402,8,0.22353663024441606,0.015325629761558627,8,460.77500000000003,151.95980201543904,8,0.9825638506876229,0.04931687766625231,8,0.6831697150396647,0.38193989335010403,8,16.0,0.0,8,16.0,0.0,8	389	+200,random,8,0.0,network,federated,0.5,0.03928954906913474,0.004297889676140948,8,10.67778876217059,0.15474619547923307,8,68.06673257302354,0.9284771728754002,8,1750.7410436636746,194.64540141991583,8,2095.2716529827158,231.3907907247669,8,0.4826703413193038,0.05636977434869115,8,2.5840857875813583,0.06487552155481374,8,0.9607104509308653,0.004297889676140937,8,0.0,0.0,8,0.21359806907164222,0.003901849153248489,8,-0.672205,0.208396402971425,8,0.40364674025208636,0.024434143216794716,8,2052.5363624824254,141.54161195020987,8,0.07824976907732754,0.007893482232112767,8,0.0,0.0,8,68.00780572060123,0.7519499331103919,8,68.12695542874499,1.1797592697250234,8
390	−200,random,8,0.0,network,federated,2.0,1.0,0.0,8,10.67778876217059,0.15474619547923307,8,16.0,0.0,8,16.0,0.0,8,29.39992183024108,0.31196353354329887,8,34.01703792873962,0.35996374101213735,8,1.006598651123801,0.0025376421423165705,8,0.0,0.0,8,0.0,0.0,8,0.5917955448551246,0.004319564892145637,8,43.91966,1.0258171564172631,8,0.21653078254893385,0.009229108991018975,8,211.9625,9.56167013205778,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	390	+200,random,8,0.0,network,federated,2.0,1.0,0.0,8,10.67778876217059,0.15474619547923307,8,68.06673257302354,0.9284771728754002,8,68.06673257302354,0.9284771728754002,8,81.46665440326463,0.9712933240318553,8,12.276491815428129,0.14674963086351864,8,1.0143979016131488,0.003910672816725282,8,0.0,0.0,8,0.0,0.0,8,0.21359806907164222,0.003901849153248489,8,42.36467,0.9893101817789131,8,0.21653078254893385,0.009229108991018975,8,211.9625,9.56167013205778,8,1.0,0.0,8,1.0,0.0,8,68.00780572060123,0.7519499331103919,8,68.12695542874499,1.1797592697250234,8
391	200,random,8,0.0,network,none,2.0,0.8902749732410529,0.0061450212785369475,8,4.0,0.0,8,14.0,0.0,8,15.726134569270153,0.10862109160826823,8,15.726134569270153,0.10862109160826823,8,63.59106951721806,0.43893009132406813,8,1.0511475428069723,0.007115570401432177,8,0.0,0.0,8,0.10972502675894713,0.00614502127853697,8,0.0,0.0,8,52.8216175,0.7331696550838102,8,0.19716169575601075,0.00459211425254337,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8900035992281763,0.0074685041909548664,8,14.0,0.0,8,14.0,0.0,8	391	200,random,8,0.0,network,none,2.0,0.8902749732410529,0.0061450212785369475,8,4.0,0.0,8,14.0,0.0,8,15.726134569270153,0.10862109160826823,8,15.726134569270153,0.10862109160826823,8,63.59106951721806,0.43893009132406813,8,1.0511475428069723,0.007115570401432177,8,0.0,0.0,8,0.10972502675894713,0.00614502127853697,8,0.0,0.0,8,52.8216175,0.7331696550838102,8,0.19716169575601075,0.00459211425254337,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8900035992281763,0.0074685041909548664,8,14.0,0.0,8,14.0,0.0,8
392	200,random,8,0.0,network,norms,2.0,0.961876463647348,0.003596285550517004,8,4.0,0.0,8,14.0,0.0,8,14.555061688359874,0.054426257418191515,8,24.959784633644627,0.16638046112457136,8,40.066012478380905,0.2681850485654705,8,1.0510925970354479,0.007645413586232506,8,0.0,0.0,8,0.03812353635265199,0.003596285550517028,8,0.41684503029513076,0.002982542572796169,8,56.7153675,0.7633236770812609,8,0.19550479557395622,0.0050972400871290525,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9635730909877037,0.004657629459290991,8,14.0,0.0,8,14.0,0.0,8	392	200,random,8,0.0,network,norms,2.0,0.961876463647348,0.003596285550517004,8,4.0,0.0,8,14.0,0.0,8,14.555061688359874,0.054426257418191515,8,24.959784633644627,0.16638046112457136,8,40.066012478380905,0.2681850485654705,8,1.0510925970354479,0.007645413586232506,8,0.0,0.0,8,0.03812353635265199,0.003596285550517028,8,0.41684503029513076,0.002982542572796169,8,56.7153675,0.7633236770812609,8,0.19550479557395622,0.0050972400871290525,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9635730909877037,0.004657629459290991,8,14.0,0.0,8,14.0,0.0,8
393	200,random,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.836032199865404,0.16988558801646786,8,38.70710204468641,0.25520426116666134,8,1.0045898313626185,0.0036400825852258467,8,0.0,0.0,8,0.0,0.0,8,0.5355147754637631,0.0030624511339999603,8,59.96541,1.0504776486913,8,0.19734740371813622,0.006722345975985712,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	393	200,random,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.836032199865404,0.16988558801646786,8,38.70710204468641,0.25520426116666134,8,1.0045898313626185,0.0036400825852258467,8,0.0,0.0,8,0.0,0.0,8,0.5355147754637631,0.0030624511339999603,8,59.96541,1.0504776486913,8,0.19734740371813622,0.006722345975985712,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
394	−200,random,8,0.0,none,central,0.5,0.08786355191519378,0.009533427313188979,8,12.0,0.0,8,16.0,0.0,8,184.0157180512927,20.19915085063826,8,338.2919290520884,37.36114377022398,8,2.987656866324876,0.3277155109904029,8,2.540388790715479,0.09740993195470178,8,0.9121364480848062,0.009533427313188975,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,3.0546349999999998,0.436906757460085,8,0.3177517784240324,0.028189423758612282,8,2230.2625,99.83818246828928,8,0.17487634941302754,0.018392843136421137,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	394	+200,random,8,0.0,none,central,0.5,0.02853391415952857,0.0030885420137259116,8,12.0,0.0,8,76.0,0.0,8,2691.338186046321,296.8124189055594,8,3166.4191629773695,350.969415735849,8,0.31913739188629564,0.03459303605915802,8,2.649320590805888,0.07174033843869129,8,0.9714660858404714,0.003088542013725915,8,0.0,0.0,8,0.1947379135910383,0.0014454683326929362,8,-1.390015,0.135543858479197,8,0.45102614805468627,0.03270697651295235,8,3205.2625,99.83818246828928,8,0.05675368227850265,0.005526530608740486,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
395	−200,random,8,0.0,none,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.41213540183328,0.1602677721840574,8,34.0004586985349,0.18608357436791245,8,1.0026487992637836,0.002191286230857286,8,0.0,0.0,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,43.86401,0.534107483564871,8,0.20992595256649624,0.006829108912085393,8,298.275,3.5991070321082996,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	395	+200,random,8,0.0,none,central,2.0,1.0,0.0,8,12.0,0.0,8,76.0,0.0,8,76.0,0.0,8,89.41213540183328,0.1602677721840594,8,11.184195644568913,0.020075949065178733,8,1.0273723590713733,0.007859401498035726,8,0.0,0.0,8,0.0,0.0,8,0.1947379135910383,0.0014454683326929362,8,42.07436,0.5125128413722215,8,0.20992595256649624,0.006829108912085393,8,298.275,3.5991070321082996,8,1.0,0.0,8,1.0,0.0,8,76.0,0.0,8,76.0,0.0,8
396	−200,random,8,0.0,none,federated,0.5,0.8680669718667651,0.206666328666041,8,10.66538004133776,0.14437795545085327,8,16.0,0.0,8,19.757730952291773,6.4565700050188815,8,36.32907232248475,11.910809671060548,8,29.521176062572447,7.057044607235679,8,2.0948731912486602,0.1905430919270457,8,0.131933028133235,0.206666328666041,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,37.98026,9.341770879289584,8,0.21610174231585808,0.012657852449281203,8,415.425,134.7628525542979,8,0.9825638506876229,0.04931687766625231,8,0.7525739222276058,0.38046845771596205,8,16.0,0.0,8,16.0,0.0,8	396	+200,random,8,0.0,none,federated,0.5,0.039348778107455996,0.004478392697018349,8,10.66538004133776,0.14437795545085327,8,67.99228024802656,0.8662677327051179,8,1747.7118192808039,201.2216523805903,8,2092.242428599845,238.7791432551529,8,0.4837717114197865,0.05879489123782696,8,2.5840857875813583,0.06487552155481374,8,0.960651221892544,0.004478392697018346,8,0.0,0.0,8,0.2139130600999329,0.002488199257172246,8,-0.6673600000000001,0.21634910201537036,8,0.40364674025208636,0.024434143216794716,8,2006.4676124824255,128.66573258901258,8,0.07824976907732754,0.007893482232112767,8,0.0,0.0,8,68.00780572060123,0.7519499331103919,8,67.97602331503064,0.9875641562684645,8
397	−200,random,8,0.0,none,federated,2.0,1.0,0.0,8,10.66538004133776,0.14437795545085327,8,16.0,0.0,8,16.0,0.0,8,29.41213540183328,0.1602677721840574,8,34.0004586985349,0.18608357436791245,8,1.0026487992637836,0.002191286230857286,8,0.0,0.0,8,0.0,0.0,8,0.5919944956175812,0.0022330028924149197,8,43.86401,0.534107483564871,8,0.20992595256649624,0.006829108912085393,8,209.4125,7.325530209967249,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	397	+200,random,8,0.0,none,federated,2.0,1.0,0.0,8,10.66538004133776,0.14437795545085327,8,67.99228024802656,0.8662677327051179,8,67.99228024802656,0.8662677327051179,8,81.40441564985984,0.911189411728004,8,12.285688225484048,0.13705615875864932,8,1.0121594993411682,0.006360810659674758,8,0.0,0.0,8,0.0,0.0,8,0.2139130600999329,0.002488199257172246,8,42.313265,0.5213866693183249,8,0.20992595256649624,0.006829108912085393,8,209.4125,7.325530209967249,8,1.0,0.0,8,1.0,0.0,8,68.00780572060123,0.7519499331103919,8,67.97602331503064,0.9875641562684645,8
398	200,random,8,0.0,none,none,2.0,0.8916388426836861,0.0076348683789600625,8,4.0,0.0,8,14.0,0.0,8,15.702435117926743,0.13488553303791487,8,15.702435117926743,0.13488553303791487,8,63.68848876312044,0.5453477413542921,8,1.0396033170293695,0.00759889813599142,8,0.0,0.0,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,52.9912975,0.6336399380844889,8,0.18486346508326912,0.0076516097698975565,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8926953773179206,0.009105794738482987,8,14.0,0.0,8,14.0,0.0,8	398	200,random,8,0.0,none,none,2.0,0.8916388426836861,0.0076348683789600625,8,4.0,0.0,8,14.0,0.0,8,15.702435117926743,0.13488553303791487,8,15.702435117926743,0.13488553303791487,8,63.68848876312044,0.5453477413542921,8,1.0396033170293695,0.00759889813599142,8,0.0,0.0,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,52.9912975,0.6336399380844889,8,0.18486346508326912,0.0076516097698975565,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8926953773179206,0.009105794738482987,8,14.0,0.0,8,14.0,0.0,8
399	200,random,8,0.0,none,norms,2.0,0.9625902656542262,0.0032912817435018053,8,4.0,0.0,8,14.0,0.0,8,14.54423964306906,0.04982943086679241,8,24.92329984166422,0.09648536640356968,8,40.1236271726976,0.15624394207315906,8,1.0395546578477282,0.007113730166393638,8,0.0,0.0,8,0.037409734345773764,0.0032912817435017776,8,0.4164331720896448,0.0028385665671044795,8,56.8531725,0.5746623540268782,8,0.18314972898305573,0.007857436918810053,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9649321104384179,0.0029379538606213863,8,14.0,0.0,8,14.0,0.0,8	399	200,random,8,0.0,none,norms,2.0,0.9625902656542262,0.0032912817435018053,8,4.0,0.0,8,14.0,0.0,8,14.54423964306906,0.04982943086679241,8,24.92329984166422,0.09648536640356968,8,40.1236271726976,0.15624394207315906,8,1.0395546578477282,0.007113730166393638,8,0.0,0.0,8,0.037409734345773764,0.0032912817435017776,8,0.4164331720896448,0.0028385665671044795,8,56.8531725,0.5746623540268782,8,0.18314972898305573,0.007857436918810053,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9649321104384179,0.0029379538606213863,8,14.0,0.0,8,14.0,0.0,8
400	200,random,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.914531700279525,0.10412166776687776,8,38.5889348250042,0.15558632117978968,8,1.000400061773407,0.0007426342452209913,8,0.0,0.0,8,0.0,0.0,8,0.5369327820999495,0.0018670358541575214,8,59.477545,0.634656355676046,8,0.18040142971162085,0.00896019858188879,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	400	200,random,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.914531700279525,0.10412166776687776,8,38.5889348250042,0.15558632117978968,8,1.000400061773407,0.0007426342452209913,8,0.0,0.0,8,0.0,0.0,8,0.5369327820999495,0.0018670358541575214,8,59.477545,0.634656355676046,8,0.18040142971162085,0.00896019858188879,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
401	−200,random,8,1.0,distribution,central,0.5,0.08786355191519378,0.009533427313188979,8,12.0,0.0,8,15.399526132941947,0.07849080519145875,8,177.09094157875924,19.297803994978807,8,331.36715257955495,36.42712567498554,8,3.049709708854485,0.33214229913817467,8,2.540388790715479,0.09740993195470178,8,0.9121364480848062,0.009533427313188975,8,0.0,0.0,8,0.6043350249624233,0.003387353632703255,8,3.0725325,0.4362721163857647,8,0.3177517784240324,0.028189423758612282,8,2230.2625,99.83818246828928,8,0.17487634941302754,0.018392843136421137,8,0.0,0.0,8,14.840353888580504,0.07904637914231666,8,15.964515076775704,0.1289498201964286,8	401	+200,random,8,1.0,distribution,central,0.5,0.02853391415952857,0.0030885420137259116,8,12.0,0.0,8,72.39715679765168,0.4709448311487525,8,2563.166073176604,276.58433858169616,8,3038.2470501076527,330.55483911591244,8,0.33248395823912996,0.03550820536868786,8,2.649320590805888,0.07174033843869129,8,0.9714660858404714,0.003088542013725915,8,0.0,0.0,8,0.20292242070617544,0.002285393329581585,8,-1.2826300000000002,0.13204415495258712,8,0.45102614805468627,0.03270697651295235,8,3205.2625,99.83818246828928,8,0.05675368227850265,0.005526530608740486,8,0.0,0.0,8,69.04212333148303,0.47427827485389984,8,75.78709046065424,0.7736989211785783,8
402	−200,random,8,1.0,distribution,central,2.0,1.0,0.0,8,12.0,0.0,8,15.399526132941947,0.07849080519145875,8,15.399526132941947,0.07849080519145875,8,28.811661534775226,0.13587063447113645,8,34.70884515697588,0.16401395313032957,8,1.0026487992637836,0.002191286230857286,8,0.0,0.0,8,0.0,0.0,8,0.6043350249624233,0.003387353632703255,8,43.881907500000004,0.5330725381824564,8,0.20992595256649624,0.006829108912085393,8,298.275,3.5991070321082996,8,1.0,0.0,8,1.0,0.0,8,14.840353888580504,0.07904637914231666,8,15.964515076775704,0.1289498201964286,8	402	+200,random,8,1.0,distribution,central,2.0,1.0,0.0,8,12.0,0.0,8,72.39715679765168,0.4709448311487525,8,72.39715679765168,0.4709448311487525,8,85.80929219948496,0.4088525123482008,8,11.65398090372995,0.055494534456676424,8,1.0273723590713733,0.007859401498035726,8,0.0,0.0,8,0.0,0.0,8,0.20292242070617544,0.002285393329581585,8,42.181745,0.5064200948111847,8,0.20992595256649624,0.006829108912085393,8,298.275,3.5991070321082996,8,1.0,0.0,8,1.0,0.0,8,69.04212333148303,0.47427827485389984,8,75.78709046065424,0.7736989211785783,8
403	−200,random,8,1.0,distribution,federated,0.5,0.8680669718667651,0.206666328666041,8,10.66538004133776,0.14437795545085327,8,15.399526132941947,0.07849080519145875,8,19.030703448586145,6.2922108957007366,8,35.60204481877912,11.745587179835626,8,30.144353659682835,7.229185379387639,8,2.0948731912486602,0.1905430919270457,8,0.131933028133235,0.206666328666041,8,0.0,0.0,8,0.6043350249624233,0.003387353632703255,8,37.998157500000005,9.342830461809054,8,0.21610174231585808,0.012657852449281203,8,415.425,134.7628525542979,8,0.9825638506876229,0.04931687766625231,8,0.7525739222276058,0.38046845771596205,8,14.840353888580504,0.07904637914231666,8,15.964515076775704,0.1289498201964286,8	403	+200,random,8,1.0,distribution,federated,0.5,0.039348778107455996,0.004478392697018349,8,10.66538004133776,0.14437795545085327,8,64.7790720186553,0.9783512463083598,8,1664.9169991567312,190.00003234378266,8,2009.4476084757725,227.3644563831087,8,0.5036178561807163,0.06086823230828174,8,2.5840857875813583,0.06487552155481374,8,0.960651221892544,0.004478392697018346,8,0.0,0.0,8,0.22271466932052109,0.003274748958952307,8,-0.5715875,0.21419009205776604,8,0.40364674025208636,0.024434143216794716,8,2006.4676124824255,128.66573258901258,8,0.07824976907732754,0.007893482232112767,8,0.0,0.0,8,61.79344713609999,0.6979019637005683,8,67.79569756588664,1.3854964200064903,8
404	−200,random,8,1.0,distribution,federated,2.0,1.0,0.0,8,10.66538004133776,0.14437795545085327,8,15.399526132941947,0.07849080519145875,8,15.399526132941947,0.07849080519145875,8,28.811661534775226,0.13587063447113645,8,34.70884515697588,0.16401395313032957,8,1.0026487992637836,0.002191286230857286,8,0.0,0.0,8,0.0,0.0,8,0.6043350249624233,0.003387353632703255,8,43.881907500000004,0.5330725381824564,8,0.20992595256649624,0.006829108912085393,8,209.4125,7.325530209967249,8,1.0,0.0,8,1.0,0.0,8,14.840353888580504,0.07904637914231666,8,15.964515076775704,0.1289498201964286,8	404	+200,random,8,1.0,distribution,federated,2.0,1.0,0.0,8,10.66538004133776,0.14437795545085327,8,64.7790720186553,0.9783512463083598,8,64.7790720186553,0.9783512463083598,8,78.19120742048858,0.9830557065138734,8,12.790913023119945,0.1591973218502175,8,1.0121594993411682,0.006360810659674758,8,0.0,0.0,8,0.0,0.0,8,0.22271466932052109,0.003274748958952307,8,42.4090375,0.5160953011038066,8,0.20992595256649624,0.006829108912085393,8,209.4125,7.325530209967249,8,1.0,0.0,8,1.0,0.0,8,61.79344713609999,0.6979019637005683,8,67.79569756588664,1.3854964200064903,8
405	200,random,8,1.0,distribution,none,2.0,0.8916388426836861,0.0076348683789600625,8,4.0,0.0,8,14.0,0.0,8,15.702435117926743,0.13488553303791487,8,15.702435117926743,0.13488553303791487,8,63.68848876312044,0.5453477413542921,8,1.0396033170293695,0.00759889813599142,8,0.0,0.0,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,52.9912975,0.6336399380844889,8,0.18486346508326912,0.0076516097698975565,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8926953773179206,0.009105794738482987,8,14.0,0.0,8,14.0,0.0,8	405	200,random,8,1.0,distribution,none,2.0,0.8916388426836861,0.0076348683789600625,8,4.0,0.0,8,14.0,0.0,8,15.702435117926743,0.13488553303791487,8,15.702435117926743,0.13488553303791487,8,63.68848876312044,0.5453477413542921,8,1.0396033170293695,0.00759889813599142,8,0.0,0.0,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,52.9912975,0.6336399380844889,8,0.18486346508326912,0.0076516097698975565,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8926953773179206,0.009105794738482987,8,14.0,0.0,8,14.0,0.0,8
406	200,random,8,1.0,distribution,norms,2.0,0.9625902656542262,0.0032912817435018053,8,4.0,0.0,8,13.401654665920171,0.06787012837310287,8,13.922651556132301,0.0882102974760195,8,24.301711754727464,0.1488900355885888,8,41.15072405939348,0.25357425220660257,8,1.0395546578477282,0.007113730166393638,8,0.0,0.0,8,0.037409734345773764,0.0032912817435017776,8,0.42708716763726134,0.0026079334573418356,8,56.8771425,0.5763430145755203,8,0.18314972898305573,0.007857436918810053,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9649321104384179,0.0029379538606213863,8,12.89453580833704,0.067879147773365,8,13.90346991770411,0.12116648879960942,8	406	200,random,8,1.0,distribution,norms,2.0,0.9625902656542262,0.0032912817435018053,8,4.0,0.0,8,13.401654665920171,0.06787012837310287,8,13.922651556132301,0.0882102974760195,8,24.301711754727464,0.1488900355885888,8,41.15072405939348,0.25357425220660257,8,1.0395546578477282,0.007113730166393638,8,0.0,0.0,8,0.037409734345773764,0.0032912817435017776,8,0.42708716763726134,0.0026079334573418356,8,56.8771425,0.5763430145755203,8,0.18314972898305573,0.007857436918810053,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9649321104384179,0.0029379538606213863,8,12.89453580833704,0.067879147773365,8,13.90346991770411,0.12116648879960942,8
407	200,random,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.379970645744482,0.046655798851913434,8,15.379970645744482,0.046655798851913434,8,25.294502346024007,0.13116031746521475,8,39.535217926794644,0.20618548099150572,8,1.000400061773407,0.0007426342452209913,8,0.0,0.0,8,0.0,0.0,8,0.5500962537800747,0.0016880121040325098,8,59.50257,0.6357575645749587,8,0.18040142971162085,0.00896019858188879,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851321799020733,0.06535041077168782,8,15.914532849052803,0.0837536976168214,8	407	200,random,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.379970645744482,0.046655798851913434,8,15.379970645744482,0.046655798851913434,8,25.294502346024007,0.13116031746521475,8,39.535217926794644,0.20618548099150572,8,1.000400061773407,0.0007426342452209913,8,0.0,0.0,8,0.0,0.0,8,0.5500962537800747,0.0016880121040325098,8,59.50257,0.6357575645749587,8,0.18040142971162085,0.00896019858188879,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851321799020733,0.06535041077168782,8,15.914532849052803,0.0837536976168214,8
408	−200,random,8,1.0,network,central,0.5,0.08776674584484546,0.009451353761602868,8,12.0,0.0,8,14.82307669410393,0.06363397290341483,8,170.64151565010332,18.630462787153625,8,324.917726650899,35.60528427134767,8,3.1098119007659886,0.3353857664068195,8,2.540388790715479,0.09740993195470178,8,0.9122332541551545,0.009451353761602868,8,0.0,0.0,8,0.6164757499196103,0.004899059861962315,8,3.08917,0.43532830894788876,8,0.3177517784240324,0.028189423758612282,8,2261.5625,132.7963955782364,8,0.17487634941302754,0.018392843136421137,8,0.0,0.0,8,14.840353888580504,0.07904637914231666,8,14.805432178521853,0.11953015357521761,8	408	+200,random,8,1.0,network,central,0.5,0.028479874272924838,0.0028496658717666675,8,12.0,0.0,8,68.93846016462358,0.3818038374204867,8,2441.7279192096335,243.7794096450348,8,2916.808896140682,297.17793798462856,8,0.34593831936091013,0.035070408159546415,8,2.649320590805888,0.07174033843869129,8,0.9715201257270751,0.0028496658717666536,8,0.0,0.0,8,0.21131935901014684,0.003457395912743658,8,-1.182055,0.12057008572373402,8,0.45102614805468627,0.03270697651295235,8,3236.5625,132.7963955782364,8,0.05675368227850265,0.005526530608740486,8,0.0,0.0,8,69.04212333148303,0.47427827485389984,8,68.83259307113111,0.7171809214513083,8
409	−200,random,8,1.0,network,central,2.0,1.0,0.0,8,12.0,0.0,8,14.82307669410393,0.06363397290341483,8,14.82307669410393,0.06363397290341483,8,28.222998524345012,0.2953036753937321,8,35.43547987329941,0.3695956962917531,8,1.006598651123801,0.0025376421423165705,8,0.0,0.0,8,0.0,0.0,8,0.6164757499196103,0.004899059861962315,8,43.954795,1.0259501332214678,8,0.21653078254893385,0.009229108991018975,8,298.65,6.912514531113638,8,1.0,0.0,8,1.0,0.0,8,14.840353888580504,0.07904637914231666,8,14.805432178521853,0.11953015357521761,8	409	+200,random,8,1.0,network,central,2.0,1.0,0.0,8,12.0,0.0,8,68.93846016462358,0.3818038374204867,8,68.93846016462358,0.3818038374204867,8,82.33838199486466,0.39761515077565834,8,12.145251442470402,0.05849991100162586,8,1.030659816613232,0.006663097441219674,8,0.0,0.0,8,0.0,0.0,8,0.21131935901014684,0.003457395912743658,8,42.33857,0.9851883680654312,8,0.21653078254893385,0.009229108991018975,8,298.65,6.912514531113638,8,1.0,0.0,8,1.0,0.0,8,69.04212333148303,0.47427827485389984,8,68.83259307113111,0.7171809214513083,8
410	−200,random,8,1.0,network,federated,0.5,0.8326068096282859,0.2079988377308991,8,10.67778876217059,0.15474619547923307,8,14.82307669410393,0.06363397290341483,8,19.08167381407959,5.98179732849569,8,36.27920580934566,11.108885981854721,8,29.478980871473297,7.301885805592829,8,2.1090130443918937,0.12253175487021314,8,0.1673931903717141,0.2079988377308991,8,0.0,0.0,8,0.6164757499196103,0.004899059861962315,8,36.385419999999996,9.150707870011244,8,0.22353663024441606,0.015325629761558627,8,460.77500000000003,151.95980201543904,8,0.9825638506876229,0.04931687766625231,8,0.6831697150396647,0.38193989335010403,8,14.840353888580504,0.07904637914231666,8,14.805432178521853,0.11953015357521761,8	410	+200,random,8,1.0,network,federated,0.5,0.03928954906913474,0.004297889676140948,8,10.67778876217059,0.15474619547923307,8,61.79603363110332,0.9568348506348846,8,1589.6187467644,178.70356997370706,8,1934.1493560834415,215.3423372066368,8,0.5229779889043215,0.061630596591308144,8,2.5840857875813583,0.06487552155481374,8,0.9607104509308653,0.004297889676140937,8,0.0,0.0,8,0.23141842768367465,0.004569490139060358,8,-0.48498250000000004,0.20952735366942973,8,0.40364674025208636,0.024434143216794716,8,2052.5363624824254,141.54161195020987,8,0.07824976907732754,0.007893482232112767,8,0.0,0.0,8,61.79344713609999,0.6979019637005683,8,61.79767076080679,1.432578979735608,8
411	−200,random,8,1.0,network,federated,2.0,1.0,0.0,8,10.67778876217059,0.15474619547923307,8,14.82307669410393,0.06363397290341483,8,14.82307669410393,0.06363397290341483,8,28.222998524345012,0.2953036753937321,8,35.43547987329941,0.3695956962917531,8,1.006598651123801,0.0025376421423165705,8,0.0,0.0,8,0.0,0.0,8,0.6164757499196103,0.004899059861962315,8,43.954795,1.0259501332214678,8,0.21653078254893385,0.009229108991018975,8,211.9625,9.56167013205778,8,1.0,0.0,8,1.0,0.0,8,14.840353888580504,0.07904637914231666,8,14.805432178521853,0.11953015357521761,8	411	+200,random,8,1.0,network,federated,2.0,1.0,0.0,8,10.67778876217059,0.15474619547923307,8,61.79603363110332,0.9568348506348846,8,61.79603363110332,0.9568348506348846,8,75.1959554613444,0.9713378473889762,8,13.300530957672294,0.17194706136063512,8,1.0143979016131488,0.003910672816725282,8,0.0,0.0,8,0.0,0.0,8,0.23141842768367465,0.004569490139060358,8,42.5518925,0.9911016766025001,8,0.21653078254893385,0.009229108991018975,8,211.9625,9.56167013205778,8,1.0,0.0,8,1.0,0.0,8,61.79344713609999,0.6979019637005683,8,61.79767076080679,1.432578979735608,8
412	200,random,8,1.0,network,none,2.0,0.8902749732410529,0.0061450212785369475,8,4.0,0.0,8,14.0,0.0,8,15.726134569270153,0.10862109160826823,8,15.726134569270153,0.10862109160826823,8,63.59106951721806,0.43893009132406813,8,1.0511475428069723,0.007115570401432177,8,0.0,0.0,8,0.10972502675894713,0.00614502127853697,8,0.0,0.0,8,52.8216175,0.7331696550838102,8,0.19716169575601075,0.00459211425254337,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8900035992281763,0.0074685041909548664,8,14.0,0.0,8,14.0,0.0,8	412	200,random,8,1.0,network,none,2.0,0.8902749732410529,0.0061450212785369475,8,4.0,0.0,8,14.0,0.0,8,15.726134569270153,0.10862109160826823,8,15.726134569270153,0.10862109160826823,8,63.59106951721806,0.43893009132406813,8,1.0511475428069723,0.007115570401432177,8,0.0,0.0,8,0.10972502675894713,0.00614502127853697,8,0.0,0.0,8,52.8216175,0.7331696550838102,8,0.19716169575601075,0.00459211425254337,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8900035992281763,0.0074685041909548664,8,14.0,0.0,8,14.0,0.0,8
413	200,random,8,1.0,network,norms,2.0,0.961876463647348,0.003596285550517004,8,4.0,0.0,8,12.900281457871964,0.03656969674589852,8,13.411769207155515,0.06915711358842701,8,23.81649215244027,0.16320823240009735,8,41.98944591597349,0.2892694264746064,8,1.0510925970354479,0.007645413586232506,8,0.0,0.0,8,0.03812353635265199,0.003596285550517028,8,0.4368569857753942,0.0033040801106791634,8,56.7593225,0.7635224197989933,8,0.19550479557395622,0.0050972400871290525,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9635730909877037,0.004657629459290991,8,12.89453580833704,0.067879147773365,8,12.905876139743595,0.11917750569732224,8	413	200,random,8,1.0,network,norms,2.0,0.961876463647348,0.003596285550517004,8,4.0,0.0,8,12.900281457871964,0.03656969674589852,8,13.411769207155515,0.06915711358842701,8,23.81649215244027,0.16320823240009735,8,41.98944591597349,0.2892694264746064,8,1.0510925970354479,0.007645413586232506,8,0.0,0.0,8,0.03812353635265199,0.003596285550517028,8,0.4368569857753942,0.0033040801106791634,8,56.7593225,0.7635224197989933,8,0.19550479557395622,0.0050972400871290525,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9635730909877037,0.004657629459290991,8,12.89453580833704,0.067879147773365,8,12.905876139743595,0.11917750569732224,8
414	200,random,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.86579882094449,0.03062046476079543,8,14.86579882094449,0.03062046476079543,8,24.701831020809895,0.17374620267121907,8,40.48459225633742,0.2865147115120345,8,1.0045898313626185,0.0036400825852258467,8,0.0,0.0,8,0.0,0.0,8,0.560104237573404,0.003081410948379614,8,60.0115475,1.0513706646054282,8,0.19734740371813622,0.006722345975985712,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851321799020733,0.06535041077168782,8,14.880531543376176,0.04157713937901546,8	414	200,random,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.86579882094449,0.03062046476079543,8,14.86579882094449,0.03062046476079543,8,24.701831020809895,0.17374620267121907,8,40.48459225633742,0.2865147115120345,8,1.0045898313626185,0.0036400825852258467,8,0.0,0.0,8,0.0,0.0,8,0.560104237573404,0.003081410948379614,8,60.0115475,1.0513706646054282,8,0.19734740371813622,0.006722345975985712,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851321799020733,0.06535041077168782,8,14.880531543376176,0.04157713937901546,8
415	−200,random,8,1.0,none,central,0.5,0.08786355191519378,0.009533427313188979,8,12.0,0.0,8,14.870275700696185,0.08016982333113745,8,170.99683953621238,18.562659971716336,8,325.2730505370081,35.68853481346203,8,3.1067058699308134,0.33755826004110434,8,2.540388790715479,0.09740993195470178,8,0.9121364480848062,0.009533427313188975,8,0.0,0.0,8,0.6156440636042501,0.003491836215123053,8,3.0883175,0.43610935528177525,8,0.3177517784240324,0.028189423758612282,8,2230.2625,99.83818246828928,8,0.17487634941302754,0.018392843136421137,8,0.0,0.0,8,14.840353888580504,0.07904637914231666,8,14.900526145271751,0.10381290409153361,8	415	+200,random,8,1.0,none,central,0.5,0.02853391415952857,0.0030885420137259116,8,12.0,0.0,8,69.22165420417711,0.4810189399868255,8,2450.268641891908,258.87128075580426,8,2925.3496188229565,312.84287973693836,8,0.34521228527461534,0.036390423298050284,8,2.649320590805888,0.07174033843869129,8,0.9714660858404714,0.003088542013725915,8,0.0,0.0,8,0.21072140041592702,0.0024509900382651694,8,-1.18792,0.12849705810973702,8,0.45102614805468627,0.03270697651295235,8,3205.2625,99.83818246828928,8,0.05675368227850265,0.005526530608740486,8,0.0,0.0,8,69.04212333148303,0.47427827485389984,8,69.40315687163051,0.6228774245492044,8
416	−200,random,8,1.0,none,central,2.0,1.0,0.0,8,12.0,0.0,8,14.870275700696185,0.08016982333113745,8,14.870275700696185,0.08016982333113745,8,28.282411102529466,0.13209644914587212,8,35.358340712979256,0.16549102996931356,8,1.0026487992637836,0.002191286230857286,8,0.0,0.0,8,0.0,0.0,8,0.6156440636042501,0.003491836215123053,8,43.897692500000005,0.5331501314089913,8,0.20992595256649624,0.006829108912085393,8,298.275,3.5991070321082996,8,1.0,0.0,8,1.0,0.0,8,14.840353888580504,0.07904637914231666,8,14.900526145271751,0.10381290409153361,8	416	+200,random,8,1.0,none,central,2.0,1.0,0.0,8,12.0,0.0,8,69.22165420417711,0.4810189399868255,8,69.22165420417711,0.4810189399868255,8,82.6337896060104,0.41119831522740485,8,12.101849179652296,0.06019813950302922,8,1.0273723590713733,0.007859401498035726,8,0.0,0.0,8,0.0,0.0,8,0.21072140041592702,0.0024509900382651694,8,42.276455,0.5068828453823003,8,0.20992595256649624,0.006829108912085393,8,298.275,3.5991070321082996,8,1.0,0.0,8,1.0,0.0,8,69.04212333148303,0.47427827485389984,8,69.40315687163051,0.6228774245492044,8
417	−200,random,8,1.0,none,federated,0.5,0.8680669718667651,0.206666328666041,8,10.66538004133776,0.14437795545085327,8,14.870275700696185,0.08016982333113745,8,18.376904411926827,6.078584457639869,8,34.948245782119805,11.531830191777305,8,30.708235148355996,7.361915758309484,8,2.0948731912486602,0.1905430919270457,8,0.131933028133235,0.206666328666041,8,0.0,0.0,8,0.6156440636042501,0.003491836215123053,8,38.0139425,9.34281157505101,8,0.21610174231585808,0.012657852449281203,8,415.425,134.7628525542979,8,0.9825638506876229,0.04931687766625231,8,0.7525739222276058,0.38046845771596205,8,14.840353888580504,0.07904637914231666,8,14.900526145271751,0.10381290409153361,8	417	+200,random,8,1.0,none,federated,0.5,0.039348778107455996,0.004478392697018349,8,10.66538004133776,0.14437795545085327,8,61.95852456668276,0.9333308354830189,8,1592.2190531936217,179.5356729196598,8,1936.749662512663,216.85566052544874,8,0.5224064117359927,0.06260619537759456,8,2.5840857875813583,0.06487552155481374,8,0.960651221892544,0.004478392697018346,8,0.0,0.0,8,0.23104883106182345,0.00340812275080968,8,-0.48746750000000005,0.21138186270011777,8,0.40364674025208636,0.024434143216794716,8,2006.4676124824255,128.66573258901258,8,0.07824976907732754,0.007893482232112767,8,0.0,0.0,8,61.79344713609999,0.6979019637005683,8,62.125446239266225,1.2397738163742789,8
418	−200,random,8,1.0,none,federated,2.0,1.0,0.0,8,10.66538004133776,0.14437795545085327,8,14.870275700696185,0.08016982333113745,8,14.870275700696185,0.08016982333113745,8,28.282411102529466,0.13209644914587212,8,35.358340712979256,0.16549102996931356,8,1.0026487992637836,0.002191286230857286,8,0.0,0.0,8,0.0,0.0,8,0.6156440636042501,0.003491836215123053,8,43.897692500000005,0.5331501314089913,8,0.20992595256649624,0.006829108912085393,8,209.4125,7.325530209967249,8,1.0,0.0,8,1.0,0.0,8,14.840353888580504,0.07904637914231666,8,14.900526145271751,0.10381290409153361,8	418	+200,random,8,1.0,none,federated,2.0,1.0,0.0,8,10.66538004133776,0.14437795545085327,8,61.95852456668276,0.9333308354830189,8,61.95852456668276,0.9333308354830189,8,75.37065996851604,0.9328289785414803,8,13.269520649015506,0.16237163687552503,8,1.0121594993411682,0.006360810659674758,8,0.0,0.0,8,0.0,0.0,8,0.23104883106182345,0.00340812275080968,8,42.493157499999995,0.5160993804007132,8,0.20992595256649624,0.006829108912085393,8,209.4125,7.325530209967249,8,1.0,0.0,8,1.0,0.0,8,61.79344713609999,0.6979019637005683,8,62.125446239266225,1.2397738163742789,8
419	200,random,8,1.0,none,none,2.0,0.8916388426836861,0.0076348683789600625,8,4.0,0.0,8,14.0,0.0,8,15.702435117926743,0.13488553303791487,8,15.702435117926743,0.13488553303791487,8,63.68848876312044,0.5453477413542921,8,1.0396033170293695,0.00759889813599142,8,0.0,0.0,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,52.9912975,0.6336399380844889,8,0.18486346508326912,0.0076516097698975565,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8926953773179206,0.009105794738482987,8,14.0,0.0,8,14.0,0.0,8	419	200,random,8,1.0,none,none,2.0,0.8916388426836861,0.0076348683789600625,8,4.0,0.0,8,14.0,0.0,8,15.702435117926743,0.13488553303791487,8,15.702435117926743,0.13488553303791487,8,63.68848876312044,0.5453477413542921,8,1.0396033170293695,0.00759889813599142,8,0.0,0.0,8,0.10836115731631388,0.007634868378960078,8,0.0,0.0,8,52.9912975,0.6336399380844889,8,0.18486346508326912,0.0076516097698975565,8,0.0,0.0,8,0.8906219234841318,0.008633168121682305,8,0.8926953773179206,0.009105794738482987,8,14.0,0.0,8,14.0,0.0,8
420	200,random,8,1.0,none,norms,2.0,0.9625902656542262,0.0032912817435018053,8,4.0,0.0,8,12.913296450741639,0.08144117682462865,8,13.41531005010316,0.09915503604035236,8,23.79437024869832,0.17093722507257023,8,42.02866701219,0.30530730648857957,8,1.0395546578477282,0.007113730166393638,8,0.0,0.0,8,0.037409734345773764,0.0032912817435017776,8,0.43619459566599517,0.002341551670116611,8,56.896705,0.5775022821723589,8,0.18314972898305573,0.007857436918810053,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9649321104384179,0.0029379538606213863,8,12.89453580833704,0.067879147773365,8,12.93305819865866,0.13581267479677706,8	420	200,random,8,1.0,none,norms,2.0,0.9625902656542262,0.0032912817435018053,8,4.0,0.0,8,12.913296450741639,0.08144117682462865,8,13.41531005010316,0.09915503604035236,8,23.79437024869832,0.17093722507257023,8,42.02866701219,0.30530730648857957,8,1.0395546578477282,0.007113730166393638,8,0.0,0.0,8,0.037409734345773764,0.0032912817435017776,8,0.43619459566599517,0.002341551670116611,8,56.896705,0.5775022821723589,8,0.18314972898305573,0.007857436918810053,8,0.0,0.0,8,0.9602174319336612,0.005976798179017841,8,0.9649321104384179,0.0029379538606213863,8,12.89453580833704,0.067879147773365,8,12.93305819865866,0.13581267479677706,8
421	200,random,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.865827362293148,0.0483293027417188,8,14.865827362293148,0.0483293027417188,8,24.78035906257267,0.141946201820089,8,40.35570524128738,0.2324152181503917,8,1.000400061773407,0.0007426342452209913,8,0.0,0.0,8,0.0,0.0,8,0.561510214838975,0.0013449345019382586,8,59.52332,0.6365116779985815,8,0.18040142971162085,0.00896019858188879,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851321799020733,0.06535041077168782,8,14.88014208798244,0.04371581112326838,8	421	200,random,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.865827362293148,0.0483293027417188,8,14.865827362293148,0.0483293027417188,8,24.78035906257267,0.141946201820089,8,40.35570524128738,0.2324152181503917,8,1.000400061773407,0.0007426342452209913,8,0.0,0.0,8,0.0,0.0,8,0.561510214838975,0.0013449345019382586,8,59.52332,0.6365116779985815,8,0.18040142971162085,0.00896019858188879,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.851321799020733,0.06535041077168782,8,14.88014208798244,0.04371581112326838,8
422	−200,smallworld,2,0.0,distribution,central,0.5,0.0895347941844359,0.017695799231708564,8,12.0,0.0,8,16.0,0.0,8,186.1630557063092,44.39773114246612,8,341.09766407380323,82.01504584197905,8,3.0537852769838825,0.596654849034384,8,2.6409836325217393,0.10942534650015748,8,0.9104652058155641,0.017695799231708546,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,3.15402,0.7821780400906179,8,0.2543552274377894,0.029974148264199446,8,2277.2125,216.32495026497253,8,0.17889433480435826,0.03644970631607306,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	422	+200,smallworld,2,0.0,distribution,central,0.5,0.026905941222606894,0.0030522171076500584,8,12.0,0.0,8,76.0,0.0,8,2856.806916427797,326.1329369704015,8,3357.440341785078,385.6736513429414,8,0.30124733393086345,0.034088983665647964,8,2.6549723146981186,0.04719404113562564,8,0.9730940587773931,0.003052217107650039,8,0.0,0.0,8,0.19386052773835505,0.003470035710338278,8,-1.47153,0.14060508058286614,8,0.41956158335867527,0.0326643398466116,8,3252.2125,216.32495026497259,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
423	−200,smallworld,2,0.0,distribution,central,2.0,0.947367692847476,0.029425350468638985,8,12.0,0.0,8,16.0,0.0,8,16.903293036729846,0.5296782809496974,8,30.97199641213502,1.0803426942472334,8,32.32161217730639,1.1270891655131865,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,41.840895,1.9146420956035497,8,0.12572928805886782,0.013143275826487418,8,300.6125,8.828110540443268,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,16.0,0.0,8,16.0,0.0,8	423	+200,smallworld,2,0.0,distribution,central,2.0,0.9403204577774735,0.03148126642909763,8,12.0,0.0,8,76.0,0.0,8,80.90286887214116,2.709710379293704,8,95.0767395910728,3.172417858870255,8,10.52804943629319,0.35046205984990747,8,1.7171003009664094,0.04736121825201635,8,0.0596795422225265,0.03148126642909768,8,0.0,0.0,8,0.19386052773835505,0.003470035710338278,8,39.712845,1.765444820345772,8,0.12786651091291254,0.013230592917005544,8,300.6125,8.828110540443268,8,0.9572558721763335,0.021105754135010823,8,0.9233652241704966,0.04428051462673147,8,76.0,0.0,8,76.0,0.0,8
424	−200,smallworld,2,0.0,distribution,federated,0.5,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,16.0,0.0,8,16.903293036729846,0.5296782809496974,8,30.97199641213502,1.0803426942472334,8,32.32161217730639,1.1270891655131865,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,41.840895,1.9146420956035497,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,16.0,0.0,8,16.0,0.0,8	424	+200,smallworld,2,0.0,distribution,federated,0.5,0.2387400099972969,0.03416025072737224,8,6.851775663586763,0.15810510278360573,8,45.11065398152058,0.9486306167016375,8,192.54292612522795,28.947211798328173,8,249.2163748366983,36.12398267165199,8,4.087485852193694,0.5914671903899525,8,2.3779247245378983,0.03958837213148404,8,0.7612599900027031,0.034160250727372235,8,0.0,0.0,8,0.29640743931652236,0.0061381498468487,8,8.985899999999999,1.4074970439349823,8,0.382347497553135,0.04693773429031633,8,191.9245784968336,104.40195482435222,8,0.3977203376467534,0.0598936523483902,8,0.07951277576337054,0.022587808927793957,8,44.941781811418174,0.9127611248758375,8,45.27800099890113,1.0037809734953824,8
425	−200,smallworld,2,0.0,distribution,federated,2.0,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,16.0,0.0,8,16.903293036729846,0.5296782809496974,8,30.97199641213502,1.0803426942472334,8,32.32161217730639,1.1270891655131865,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,41.840895,1.9146420956035497,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,16.0,0.0,8,16.0,0.0,8	425	+200,smallworld,2,0.0,distribution,federated,2.0,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,45.11065398152058,0.9486306167016375,8,47.65174551647265,1.6100482643311136,8,61.72044889187783,2.0850407638786757,8,16.218231015495647,0.5465872043935797,8,1.6915714281332357,0.036102965017152946,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.29640743931652236,0.0061381498468487,8,40.9659,1.8944940636637388,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,44.941781811418174,0.9127611248758375,8,45.27800099890113,1.0037809734953824,8
426	200,smallworld,2,0.0,distribution,none,2.0,0.16047496385746754,0.017403888799053854,8,4.0,0.0,8,14.0,0.0,8,88.155128702819,9.677527113943738,8,88.155128702819,9.677527113943738,8,11.462497418390539,1.243134914218132,8,2.6151318128928462,0.05193147702433507,8,0.7526023318795055,0.01932187678284415,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,9.01252,0.8901682048434926,8,0.2842136245510757,0.017008697853329837,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.05838242676114645,0.013010248955913604,8,14.0,0.0,8,14.0,0.0,8	426	200,smallworld,2,0.0,distribution,none,2.0,0.16047496385746754,0.017403888799053854,8,4.0,0.0,8,14.0,0.0,8,88.155128702819,9.677527113943738,8,88.155128702819,9.677527113943738,8,11.462497418390539,1.243134914218132,8,2.6151318128928462,0.05193147702433507,8,0.7526023318795055,0.01932187678284415,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,9.01252,0.8901682048434926,8,0.2842136245510757,0.017008697853329837,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.05838242676114645,0.013010248955913604,8,14.0,0.0,8,14.0,0.0,8
427	200,smallworld,2,0.0,distribution,norms,2.0,0.1690443912830107,0.018939425457585073,8,4.0,0.0,8,14.0,0.0,8,83.7411698440672,9.45621764420906,8,143.75340790377274,15.321126416299158,8,7.02459304815789,0.7351086439297856,8,2.616420436655121,0.05153846645561754,8,0.7925295300471993,0.019774846043014337,8,0.03842607866979008,0.0024251717739572336,8,0.4178206640387174,0.005247062406164348,8,9.12252,0.9667932435487069,8,0.27920775441823165,0.0176400203326244,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.061205592958853514,0.013229033819685732,8,14.0,0.0,8,14.0,0.0,8	427	200,smallworld,2,0.0,distribution,norms,2.0,0.1690443912830107,0.018939425457585073,8,4.0,0.0,8,14.0,0.0,8,83.7411698440672,9.45621764420906,8,143.75340790377274,15.321126416299158,8,7.02459304815789,0.7351086439297856,8,2.616420436655121,0.05153846645561754,8,0.7925295300471993,0.019774846043014337,8,0.03842607866979008,0.0024251717739572336,8,0.4178206640387174,0.005247062406164348,8,9.12252,0.9667932435487069,8,0.27920775441823165,0.0176400203326244,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.061205592958853514,0.013229033819685732,8,14.0,0.0,8,14.0,0.0,8
428	200,smallworld,2,0.0,distribution,records,2.0,0.9744506694699986,0.011744391891338456,8,2.0,0.0,8,16.0,0.0,8,16.421611571093244,0.19954159651897133,8,26.702044324427682,0.3245994769291037,8,37.4550723461113,0.4471844314349529,8,1.6588081217502741,0.027296500402987634,8,0.02554933053000145,0.01174439189133845,8,0.0,0.0,8,0.5387506689631665,0.001946552301814521,8,57.335375,0.8448875649795903,8,0.10373140666029168,0.005858816351265977,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.9646479959325622,0.020000987308284424,8,16.0,0.0,8,16.0,0.0,8	428	200,smallworld,2,0.0,distribution,records,2.0,0.9744506694699986,0.011744391891338456,8,2.0,0.0,8,16.0,0.0,8,16.421611571093244,0.19954159651897133,8,26.702044324427682,0.3245994769291037,8,37.4550723461113,0.4471844314349529,8,1.6588081217502741,0.027296500402987634,8,0.02554933053000145,0.01174439189133845,8,0.0,0.0,8,0.5387506689631665,0.001946552301814521,8,57.335375,0.8448875649795903,8,0.10373140666029168,0.005858816351265977,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.9646479959325622,0.020000987308284424,8,16.0,0.0,8,16.0,0.0,8
429	−200,smallworld,2,0.0,network,central,0.5,0.08910653308747822,0.017323577357218133,8,12.0,0.0,8,16.0,0.0,8,186.78090058595996,43.61529877024778,8,341.715508953454,81.27601842586395,8,3.0460536111906853,0.5907487714392149,8,2.6409836325217393,0.10942534650015748,8,0.9108934669125218,0.017323577357218123,8,0.0,0.0,8,0.5898350367941488,0.004196829741306408,8,3.1521,0.7808027175011257,8,0.2543552274377894,0.029974148264199446,8,2281.8,186.67778198198698,8,0.17889433480435826,0.03644970631607306,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	429	+200,smallworld,2,0.0,network,central,0.5,0.026789244023492892,0.00295564016361585,8,12.0,0.0,8,76.0,0.0,8,2868.326896272578,327.9791174221385,8,3368.960321629859,388.33686589653865,8,0.3001442624692162,0.03319565088831033,8,2.6549723146981186,0.04719404113562564,8,0.9732107559765071,0.0029556401636158403,8,0.0,0.0,8,0.1933524667072941,0.0026941499915852595,8,-1.4806500000000002,0.13153925953874,8,0.41956158335867527,0.0326643398466116,8,3256.8,186.67778198198698,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
430	−200,smallworld,2,0.0,network,central,2.0,0.8599876540033586,0.03699431563567409,8,12.0,0.0,8,16.0,0.0,8,18.63455590378362,0.7877571860163695,8,34.070907266719615,1.316980627540496,8,29.389332221222148,1.147231948794307,8,1.7379658499014559,0.028227322104828825,8,0.14001234599664145,0.03699431563567412,8,0.0,0.0,8,0.5898350367941488,0.004196829741306408,8,38.0346,1.465717054433476,8,0.1465851501391619,0.01144222017114794,8,301.8125,6.868444926931107,8,0.962419336455963,0.021721344930615498,8,0.7568914969877296,0.06749203182979897,8,16.0,0.0,8,16.0,0.0,8	430	+200,smallworld,2,0.0,network,central,2.0,0.8565208400217803,0.03957033676977294,8,12.0,0.0,8,76.0,0.0,8,88.8938124635453,4.028073001740553,8,104.39543011490721,4.568338457238162,8,9.595308745094759,0.427118516014369,8,1.7619569665675399,0.037654499802497556,8,0.14347915997821972,0.039570336769772944,8,0.0,0.0,8,0.1933524667072941,0.0026941499915852595,8,36.06435,1.5277291662370744,8,0.14757131024103837,0.012858086968506943,8,301.8125,6.868444926931107,8,0.9572558721763335,0.021105754135010823,8,0.7551859915864293,0.06908560189086309,8,76.0,0.0,8,76.0,0.0,8
431	−200,smallworld,2,0.0,network,federated,0.5,0.8599876540033586,0.03699431563567409,8,6.922063996486683,0.16393990163650068,8,16.0,0.0,8,18.63455590378362,0.7877571860163695,8,34.070907266719615,1.316980627540496,8,29.389332221222148,1.147231948794307,8,1.7379658499014559,0.028227322104828825,8,0.14001234599664145,0.03699431563567412,8,0.0,0.0,8,0.5898350367941488,0.004196829741306408,8,38.0346,1.465717054433476,8,0.1465851501391619,0.01144222017114794,8,54.38125,5.657102836258152,8,0.962419336455963,0.021721344930615498,8,0.7568914969877296,0.06749203182979897,8,16.0,0.0,8,16.0,0.0,8	431	+200,smallworld,2,0.0,network,federated,0.5,0.23184892370844043,0.02956859531276674,8,6.922063996486683,0.16393990163650068,8,45.532383978920095,0.9836394098190028,8,199.13849697751348,25.234927413836797,8,257.11564491629974,32.35096566502113,8,3.9461780223522673,0.5190208734722654,8,2.3772861502010345,0.0524205022033571,8,0.7681510762915595,0.02956859531276677,8,0.0,0.0,8,0.29361211097759843,0.005151443622991231,8,8.724075000000001,1.370593144163712,8,0.3814619425469967,0.03716673406023778,8,216.42457849683356,82.52999481565854,8,0.3977203376467534,0.0598936523483902,8,0.06771514723129195,0.014944379301265109,8,44.941781811418174,0.9127611248758375,8,46.11003568670094,1.140020104454222,8
432	−200,smallworld,2,0.0,network,federated,2.0,0.8599876540033586,0.03699431563567409,8,6.922063996486683,0.16393990163650068,8,16.0,0.0,8,18.63455590378362,0.7877571860163695,8,34.070907266719615,1.316980627540496,8,29.389332221222148,1.147231948794307,8,1.7379658499014559,0.028227322104828825,8,0.14001234599664145,0.03699431563567412,8,0.0,0.0,8,0.5898350367941488,0.004196829741306408,8,38.0346,1.465717054433476,8,0.1465851501391619,0.01144222017114794,8,54.38125,5.657102836258152,8,0.962419336455963,0.021721344930615498,8,0.7568914969877296,0.06749203182979897,8,16.0,0.0,8,16.0,0.0,8	432	+200,smallworld,2,0.0,network,federated,2.0,0.8599876540033586,0.03699431563567409,8,6.922063996486683,0.16393990163650068,8,45.532383978920095,0.9836394098190028,8,53.017705426470314,2.185347216746512,8,68.45405678940631,2.6648331093046247,8,14.62854453215055,0.5935660643048815,8,1.7381067459545336,0.028215102292452075,8,0.14001234599664145,0.03699431563567412,8,0.0,0.0,8,0.29361211097759843,0.005151443622991231,8,37.14345,1.4613705891974955,8,0.1465851501391619,0.01144222017114794,8,54.38125,5.657102836258152,8,0.962419336455963,0.021721344930615498,8,0.7568914969877296,0.06749203182979897,8,44.941781811418174,0.9127611248758375,8,46.11003568670094,1.140020104454222,8
433	200,smallworld,2,0.0,network,none,2.0,0.1529075291228682,0.012863662428130975,8,4.0,0.0,8,14.0,0.0,8,92.13839535009973,7.899274150141541,8,92.13839535009973,7.899274150141541,8,10.921966365919157,0.9188330305807847,8,2.6030418248664606,0.048920561205054156,8,0.7592782151307768,0.014910513695355381,8,0.08781425574635501,0.00711908422184073,8,0.0,0.0,8,8.63155,0.6872903899475721,8,0.2899860942256872,0.026650264846974032,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.044911514604470966,0.011035955953927992,8,14.0,0.0,8,14.0,0.0,8	433	200,smallworld,2,0.0,network,none,2.0,0.1529075291228682,0.012863662428130975,8,4.0,0.0,8,14.0,0.0,8,92.13839535009973,7.899274150141541,8,92.13839535009973,7.899274150141541,8,10.921966365919157,0.9188330305807847,8,2.6030418248664606,0.048920561205054156,8,0.7592782151307768,0.014910513695355381,8,0.08781425574635501,0.00711908422184073,8,0.0,0.0,8,8.63155,0.6872903899475721,8,0.2899860942256872,0.026650264846974032,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.044911514604470966,0.011035955953927992,8,14.0,0.0,8,14.0,0.0,8
434	200,smallworld,2,0.0,network,norms,2.0,0.160901358733327,0.013997778892487557,8,4.0,0.0,8,14.0,0.0,8,87.59354209576664,7.688600861871191,8,149.94469137537922,12.517796481725894,8,6.709415984685035,0.553022135263042,8,2.6025752266033204,0.04795775248598813,8,0.7987582281708165,0.014117144021132157,8,0.04034041309585644,0.0033553222270185064,8,0.4160102276446227,0.003532094276025413,8,8.71155,0.7451264476392103,8,0.28573611111786085,0.02741280756252917,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.04670934261895031,0.011204957449893145,8,14.0,0.0,8,14.0,0.0,8	434	200,smallworld,2,0.0,network,norms,2.0,0.160901358733327,0.013997778892487557,8,4.0,0.0,8,14.0,0.0,8,87.59354209576664,7.688600861871191,8,149.94469137537922,12.517796481725894,8,6.709415984685035,0.553022135263042,8,2.6025752266033204,0.04795775248598813,8,0.7987582281708165,0.014117144021132157,8,0.04034041309585644,0.0033553222270185064,8,0.4160102276446227,0.003532094276025413,8,8.71155,0.7451264476392103,8,0.28573611111786085,0.02741280756252917,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.04670934261895031,0.011204957449893145,8,14.0,0.0,8,14.0,0.0,8
435	200,smallworld,2,0.0,network,records,2.0,0.9122208829675531,0.008119509947936171,8,2.0,0.0,8,16.0,0.0,8,17.540830663530016,0.1565292631541016,8,28.572572862828455,0.2003060705499002,8,35.00009668318686,0.24427818451085576,8,1.6971014994070774,0.02407577703677711,8,0.08777911703244692,0.008119509947936164,8,0.0,0.0,8,0.539570476689404,0.0027704853246344266,8,53.359525,0.6570870148726753,8,0.1262509930017951,0.003540350986288593,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.8397233198640709,0.020620467744658953,8,16.0,0.0,8,16.0,0.0,8	435	200,smallworld,2,0.0,network,records,2.0,0.9122208829675531,0.008119509947936171,8,2.0,0.0,8,16.0,0.0,8,17.540830663530016,0.1565292631541016,8,28.572572862828455,0.2003060705499002,8,35.00009668318686,0.24427818451085576,8,1.6971014994070774,0.02407577703677711,8,0.08777911703244692,0.008119509947936164,8,0.0,0.0,8,0.539570476689404,0.0027704853246344266,8,53.359525,0.6570870148726753,8,0.1262509930017951,0.003540350986288593,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.8397233198640709,0.020620467744658953,8,16.0,0.0,8,16.0,0.0,8
436	−200,smallworld,2,0.0,none,central,0.5,0.0895347941844359,0.017695799231708564,8,12.0,0.0,8,16.0,0.0,8,186.1630557063092,44.39773114246612,8,341.09766407380323,82.01504584197905,8,3.0537852769838825,0.596654849034384,8,2.6409836325217393,0.10942534650015748,8,0.9104652058155641,0.017695799231708546,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,3.15402,0.7821780400906179,8,0.2543552274377894,0.029974148264199446,8,2277.2125,216.32495026497253,8,0.17889433480435826,0.03644970631607306,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	436	+200,smallworld,2,0.0,none,central,0.5,0.026905941222606894,0.0030522171076500584,8,12.0,0.0,8,76.0,0.0,8,2856.806916427797,326.1329369704015,8,3357.440341785078,385.6736513429414,8,0.30124733393086345,0.034088983665647964,8,2.6549723146981186,0.04719404113562564,8,0.9730940587773931,0.003052217107650039,8,0.0,0.0,8,0.19386052773835505,0.003470035710338278,8,-1.47153,0.14060508058286614,8,0.41956158335867527,0.0326643398466116,8,3252.2125,216.32495026497259,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
437	−200,smallworld,2,0.0,none,central,2.0,0.947367692847476,0.029425350468638985,8,12.0,0.0,8,16.0,0.0,8,16.903293036729846,0.5296782809496974,8,30.97199641213502,1.0803426942472334,8,32.32161217730639,1.1270891655131865,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,41.840895,1.9146420956035497,8,0.12572928805886782,0.013143275826487418,8,300.6125,8.828110540443268,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,16.0,0.0,8,16.0,0.0,8	437	+200,smallworld,2,0.0,none,central,2.0,0.9403204577774735,0.03148126642909763,8,12.0,0.0,8,76.0,0.0,8,80.90286887214116,2.709710379293704,8,95.0767395910728,3.172417858870255,8,10.52804943629319,0.35046205984990747,8,1.7171003009664094,0.04736121825201635,8,0.0596795422225265,0.03148126642909768,8,0.0,0.0,8,0.19386052773835505,0.003470035710338278,8,39.712845,1.765444820345772,8,0.12786651091291254,0.013230592917005544,8,300.6125,8.828110540443268,8,0.9572558721763335,0.021105754135010823,8,0.9233652241704966,0.04428051462673147,8,76.0,0.0,8,76.0,0.0,8
438	−200,smallworld,2,0.0,none,federated,0.5,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,16.0,0.0,8,16.903293036729846,0.5296782809496974,8,30.97199641213502,1.0803426942472334,8,32.32161217730639,1.1270891655131865,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,41.840895,1.9146420956035497,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,16.0,0.0,8,16.0,0.0,8	438	+200,smallworld,2,0.0,none,federated,0.5,0.2387400099972969,0.03416025072737224,8,6.851775663586763,0.15810510278360573,8,45.11065398152058,0.9486306167016375,8,192.54292612522795,28.947211798328173,8,249.2163748366983,36.12398267165199,8,4.087485852193694,0.5914671903899525,8,2.3779247245378983,0.03958837213148404,8,0.7612599900027031,0.034160250727372235,8,0.0,0.0,8,0.29640743931652236,0.0061381498468487,8,8.985899999999999,1.4074970439349823,8,0.382347497553135,0.04693773429031633,8,191.9245784968336,104.40195482435222,8,0.3977203376467534,0.0598936523483902,8,0.07951277576337054,0.022587808927793957,8,44.941781811418174,0.9127611248758375,8,45.27800099890113,1.0037809734953824,8
439	−200,smallworld,2,0.0,none,federated,2.0,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,16.0,0.0,8,16.903293036729846,0.5296782809496974,8,30.97199641213502,1.0803426942472334,8,32.32161217730639,1.1270891655131865,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,41.840895,1.9146420956035497,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,16.0,0.0,8,16.0,0.0,8	439	+200,smallworld,2,0.0,none,federated,2.0,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,45.11065398152058,0.9486306167016375,8,47.65174551647265,1.6100482643311136,8,61.72044889187783,2.0850407638786757,8,16.218231015495647,0.5465872043935797,8,1.6915714281332357,0.036102965017152946,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.29640743931652236,0.0061381498468487,8,40.9659,1.8944940636637388,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,44.941781811418174,0.9127611248758375,8,45.27800099890113,1.0037809734953824,8
440	200,smallworld,2,0.0,none,none,2.0,0.16047496385746754,0.017403888799053854,8,4.0,0.0,8,14.0,0.0,8,88.155128702819,9.677527113943738,8,88.155128702819,9.677527113943738,8,11.462497418390539,1.243134914218132,8,2.6151318128928462,0.05193147702433507,8,0.7526023318795055,0.01932187678284415,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,9.01252,0.8901682048434926,8,0.2842136245510757,0.017008697853329837,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.05838242676114645,0.013010248955913604,8,14.0,0.0,8,14.0,0.0,8	440	200,smallworld,2,0.0,none,none,2.0,0.16047496385746754,0.017403888799053854,8,4.0,0.0,8,14.0,0.0,8,88.155128702819,9.677527113943738,8,88.155128702819,9.677527113943738,8,11.462497418390539,1.243134914218132,8,2.6151318128928462,0.05193147702433507,8,0.7526023318795055,0.01932187678284415,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,9.01252,0.8901682048434926,8,0.2842136245510757,0.017008697853329837,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.05838242676114645,0.013010248955913604,8,14.0,0.0,8,14.0,0.0,8
441	200,smallworld,2,0.0,none,norms,2.0,0.1690443912830107,0.018939425457585073,8,4.0,0.0,8,14.0,0.0,8,83.7411698440672,9.45621764420906,8,143.75340790377274,15.321126416299158,8,7.02459304815789,0.7351086439297856,8,2.616420436655121,0.05153846645561754,8,0.7925295300471993,0.019774846043014337,8,0.03842607866979008,0.0024251717739572336,8,0.4178206640387174,0.005247062406164348,8,9.12252,0.9667932435487069,8,0.27920775441823165,0.0176400203326244,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.061205592958853514,0.013229033819685732,8,14.0,0.0,8,14.0,0.0,8	441	200,smallworld,2,0.0,none,norms,2.0,0.1690443912830107,0.018939425457585073,8,4.0,0.0,8,14.0,0.0,8,83.7411698440672,9.45621764420906,8,143.75340790377274,15.321126416299158,8,7.02459304815789,0.7351086439297856,8,2.616420436655121,0.05153846645561754,8,0.7925295300471993,0.019774846043014337,8,0.03842607866979008,0.0024251717739572336,8,0.4178206640387174,0.005247062406164348,8,9.12252,0.9667932435487069,8,0.27920775441823165,0.0176400203326244,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.061205592958853514,0.013229033819685732,8,14.0,0.0,8,14.0,0.0,8
442	200,smallworld,2,0.0,none,records,2.0,0.9744506694699986,0.011744391891338456,8,2.0,0.0,8,16.0,0.0,8,16.421611571093244,0.19954159651897133,8,26.702044324427682,0.3245994769291037,8,37.4550723461113,0.4471844314349529,8,1.6588081217502741,0.027296500402987634,8,0.02554933053000145,0.01174439189133845,8,0.0,0.0,8,0.5387506689631665,0.001946552301814521,8,57.335375,0.8448875649795903,8,0.10373140666029168,0.005858816351265977,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.9646479959325622,0.020000987308284424,8,16.0,0.0,8,16.0,0.0,8	442	200,smallworld,2,0.0,none,records,2.0,0.9744506694699986,0.011744391891338456,8,2.0,0.0,8,16.0,0.0,8,16.421611571093244,0.19954159651897133,8,26.702044324427682,0.3245994769291037,8,37.4550723461113,0.4471844314349529,8,1.6588081217502741,0.027296500402987634,8,0.02554933053000145,0.01174439189133845,8,0.0,0.0,8,0.5387506689631665,0.001946552301814521,8,57.335375,0.8448875649795903,8,0.10373140666029168,0.005858816351265977,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.9646479959325622,0.020000987308284424,8,16.0,0.0,8,16.0,0.0,8
443	−200,smallworld,2,1.0,distribution,central,0.5,0.0895347941844359,0.017695799231708564,8,12.0,0.0,8,15.383669571663017,0.07451989938374422,8,179.03189711545244,42.871585948727045,8,333.9665054829465,80.47883311283694,8,3.1197668068896673,0.6122226388261255,8,2.6409836325217393,0.10942534650015748,8,0.9104652058155641,0.017695799231708546,8,0.0,0.0,8,0.603291758047636,0.0059408719175408405,8,3.1725325,0.7827900094944275,8,0.2543552274377894,0.029974148264199446,8,2277.2125,216.32495026497253,8,0.17889433480435826,0.03644970631607306,8,0.0,0.0,8,14.879986900145823,0.08333910265396102,8,15.891013889393843,0.1548279472820547,8	443	+200,smallworld,2,1.0,distribution,central,0.5,0.026905941222606894,0.0030522171076500584,8,12.0,0.0,8,72.3020174299781,0.44711939630246383,8,2718.875842340055,321.29281241698266,8,3219.509267697336,380.62912820952863,8,0.3143695436979419,0.03666502538575052,8,2.6549723146981186,0.04719404113562564,8,0.9730940587773931,0.003052217107650039,8,0.0,0.0,8,0.20224108495804052,0.003957401037009484,8,-1.360455,0.14934929479961678,8,0.41956158335867527,0.0326643398466116,8,3252.2125,216.32495026497259,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,69.27992140087494,0.5000346159237701,8,75.34608333636307,0.9289676836923301,8
444	−200,smallworld,2,1.0,distribution,central,2.0,0.947367692847476,0.029425350468638985,8,12.0,0.0,8,15.383669571663017,0.07451989938374422,8,16.251839539628982,0.5027499689876266,8,30.320542915034157,1.046643914623048,8,33.01527460971367,1.1372552884805442,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.603291758047636,0.0059408719175408405,8,41.8594075,1.9143414717319482,8,0.12572928805886782,0.013143275826487418,8,300.6125,8.828110540443268,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,14.879986900145823,0.08333910265396102,8,15.891013889393843,0.1548279472820547,8	444	+200,smallworld,2,1.0,distribution,central,2.0,0.9403204577774735,0.03148126642909763,8,12.0,0.0,8,72.3020174299781,0.44711939630246383,8,76.96400975686886,2.5346134161384577,8,91.13788047580049,2.9770571122921416,8,10.9826800561102,0.36025774482033185,8,1.7171003009664094,0.04736121825201635,8,0.0596795422225265,0.03148126642909768,8,0.0,0.0,8,0.20224108495804052,0.003957401037009484,8,39.82392,1.763025735489985,8,0.12786651091291254,0.013230592917005544,8,300.6125,8.828110540443268,8,0.9572558721763335,0.021105754135010823,8,0.9233652241704966,0.04428051462673147,8,69.27992140087494,0.5000346159237701,8,75.34608333636307,0.9289676836923301,8
445	−200,smallworld,2,1.0,distribution,federated,0.5,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,15.383669571663017,0.07451989938374422,8,16.251839539628982,0.5027499689876266,8,30.320542915034157,1.046643914623048,8,33.01527460971367,1.1372552884805442,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.603291758047636,0.0059408719175408405,8,41.8594075,1.9143414717319482,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,14.879986900145823,0.08333910265396102,8,15.891013889393843,0.1548279472820547,8	445	+200,smallworld,2,1.0,distribution,federated,0.5,0.2387400099972969,0.03416025072737224,8,6.851775663586763,0.15810510278360573,8,43.02249695577947,0.9973323033627882,8,183.67865416892042,28.039130513442004,8,240.35210288039076,35.19215733023993,8,4.239877048046466,0.6201825988482869,8,2.3779247245378983,0.03958837213148404,8,0.7612599900027031,0.034160250727372235,8,0.0,0.0,8,0.30741133811200655,0.007052090784625245,8,9.04859,1.4088899521051517,8,0.382347497553135,0.04693773429031633,8,191.9245784968336,104.40195482435222,8,0.3977203376467534,0.0598936523483902,8,0.07951277576337054,0.022587808927793957,8,41.1090170393292,0.7987217624425824,8,44.94708472332131,1.2616156614050174,8
446	−200,smallworld,2,1.0,distribution,federated,2.0,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,15.383669571663017,0.07451989938374422,8,16.251839539628982,0.5027499689876266,8,30.320542915034157,1.046643914623048,8,33.01527460971367,1.1372552884805442,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.603291758047636,0.0059408719175408405,8,41.8594075,1.9143414717319482,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,14.879986900145823,0.08333910265396102,8,15.891013889393843,0.1548279472820547,8	446	+200,smallworld,2,1.0,distribution,federated,2.0,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,43.02249695577947,0.9973323033627882,8,45.44615288250213,1.599644692870769,8,59.514856257907304,2.0451766966415055,8,16.81993265862486,0.5793084576711114,8,1.6915714281332357,0.036102965017152946,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.30741133811200655,0.007052090784625245,8,41.02859,1.8938014106175804,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,41.1090170393292,0.7987217624425824,8,44.94708472332131,1.2616156614050174,8
447	200,smallworld,2,1.0,distribution,none,2.0,0.16047496385746754,0.017403888799053854,8,4.0,0.0,8,14.0,0.0,8,88.155128702819,9.677527113943738,8,88.155128702819,9.677527113943738,8,11.462497418390539,1.243134914218132,8,2.6151318128928462,0.05193147702433507,8,0.7526023318795055,0.01932187678284415,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,9.01252,0.8901682048434926,8,0.2842136245510757,0.017008697853329837,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.05838242676114645,0.013010248955913604,8,14.0,0.0,8,14.0,0.0,8	447	200,smallworld,2,1.0,distribution,none,2.0,0.16047496385746754,0.017403888799053854,8,4.0,0.0,8,14.0,0.0,8,88.155128702819,9.677527113943738,8,88.155128702819,9.677527113943738,8,11.462497418390539,1.243134914218132,8,2.6151318128928462,0.05193147702433507,8,0.7526023318795055,0.01932187678284415,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,9.01252,0.8901682048434926,8,0.2842136245510757,0.017008697853329837,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.05838242676114645,0.013010248955913604,8,14.0,0.0,8,14.0,0.0,8
448	200,smallworld,2,1.0,distribution,norms,2.0,0.1690443912830107,0.018939425457585073,8,4.0,0.0,8,13.404283013818025,0.05999336658380858,8,80.17582455888402,9.011186702158724,8,140.18806261858956,14.856575926064671,8,7.202818426602458,0.75333941860261,8,2.616420436655121,0.05153846645561754,8,0.7925295300471993,0.019774846043014337,8,0.03842607866979008,0.0024251717739572336,8,0.42843699207885844,0.005934323027715248,8,9.1462175,0.9661736587140314,8,0.27920775441823165,0.0176400203326244,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.061205592958853514,0.013229033819685732,8,12.886433375782671,0.07096897064176676,8,13.921635864296812,0.09066994247433686,8	448	200,smallworld,2,1.0,distribution,norms,2.0,0.1690443912830107,0.018939425457585073,8,4.0,0.0,8,13.404283013818025,0.05999336658380858,8,80.17582455888402,9.011186702158724,8,140.18806261858956,14.856575926064671,8,7.202818426602458,0.75333941860261,8,2.616420436655121,0.05153846645561754,8,0.7925295300471993,0.019774846043014337,8,0.03842607866979008,0.0024251717739572336,8,0.42843699207885844,0.005934323027715248,8,9.1462175,0.9661736587140314,8,0.27920775441823165,0.0176400203326244,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.061205592958853514,0.013229033819685732,8,12.886433375782671,0.07096897064176676,8,13.921635864296812,0.09066994247433686,8
449	200,smallworld,2,1.0,distribution,records,2.0,0.9744506694699986,0.011744391891338456,8,2.0,0.0,8,15.413590385643833,0.056184716314237965,8,15.819581337685094,0.18486803324539727,8,26.10001409101953,0.30461483004777984,8,38.31864428125326,0.43957449617287137,8,1.6588081217502741,0.027296500402987634,8,0.02554933053000145,0.01174439189133845,8,0.0,0.0,8,0.5511763012914862,0.0023911010703840246,8,57.3587925,0.8443607759000707,8,0.10373140666029168,0.005858816351265977,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.9646479959325622,0.020000987308284424,8,14.87415567951314,0.09111876216022757,8,15.95304992586626,0.07053634838101532,8	449	200,smallworld,2,1.0,distribution,records,2.0,0.9744506694699986,0.011744391891338456,8,2.0,0.0,8,15.413590385643833,0.056184716314237965,8,15.819581337685094,0.18486803324539727,8,26.10001409101953,0.30461483004777984,8,38.31864428125326,0.43957449617287137,8,1.6588081217502741,0.027296500402987634,8,0.02554933053000145,0.01174439189133845,8,0.0,0.0,8,0.5511763012914862,0.0023911010703840246,8,57.3587925,0.8443607759000707,8,0.10373140666029168,0.005858816351265977,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.9646479959325622,0.020000987308284424,8,14.87415567951314,0.09111876216022757,8,15.95304992586626,0.07053634838101532,8
450	−200,smallworld,2,1.0,network,central,0.5,0.08910653308747822,0.017323577357218133,8,12.0,0.0,8,14.889276831789102,0.07152446010788209,8,173.7461263241139,40.25912702964672,8,328.680734691608,77.93351158383875,8,3.165669125227228,0.610139741580557,8,2.6409836325217393,0.10942534650015748,8,0.9108934669125218,0.017323577357218123,8,0.0,0.0,8,0.6131150510462109,0.004060864458893312,8,3.1856325,0.7799178840978801,8,0.2543552274377894,0.029974148264199446,8,2281.8,186.67778198198698,8,0.17889433480435826,0.03644970631607306,8,0.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.898635043284408,0.1159921375840832,8	450	+200,smallworld,2,1.0,network,central,0.5,0.026789244023492892,0.00295564016361585,8,12.0,0.0,8,69.33566099073461,0.4291467606472922,8,2617.5933565745754,309.11915860877906,8,3118.2267819318567,369.49462537123657,8,0.32443903556525405,0.03645268401854418,8,2.6549723146981186,0.04719404113562564,8,0.9732107559765071,0.0029556401636158403,8,0.0,0.0,8,0.2089557742135266,0.0028112084738958977,8,-1.279455,0.13666343214523152,8,0.41956158335867527,0.0326643398466116,8,3256.8,186.67778198198698,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,69.27992140087494,0.5000346159237701,8,69.39181025970645,0.6959528255044937,8
451	−200,smallworld,2,1.0,network,central,2.0,0.8599876540033586,0.03699431563567409,8,12.0,0.0,8,14.889276831789102,0.07152446010788209,8,17.33890889395327,0.6815473319934593,8,32.77526025688926,1.2107758139485971,8,30.547613877245382,1.1390429977020817,8,1.7379658499014559,0.028227322104828825,8,0.14001234599664145,0.03699431563567412,8,0.0,0.0,8,0.6131150510462109,0.004060864458893312,8,38.0681325,1.4644411533585087,8,0.1465851501391619,0.01144222017114794,8,301.8125,6.868444926931107,8,0.962419336455963,0.021721344930615498,8,0.7568914969877296,0.06749203182979897,8,14.879986900145823,0.08333910265396102,8,14.898635043284408,0.1159921375840832,8	451	+200,smallworld,2,1.0,network,central,2.0,0.8565208400217803,0.03957033676977294,8,12.0,0.0,8,69.33566099073461,0.4291467606472922,8,81.08745121728715,3.4187053553964266,8,96.58906886864906,3.9541736811117425,8,10.368563922634237,0.43087119757801634,8,1.7619569665675399,0.037654499802497556,8,0.14347915997821972,0.039570336769772944,8,0.0,0.0,8,0.2089557742135266,0.0028112084738958977,8,36.265545,1.5205012451632038,8,0.14757131024103837,0.012858086968506943,8,301.8125,6.868444926931107,8,0.9572558721763335,0.021105754135010823,8,0.7551859915864293,0.06908560189086309,8,69.27992140087494,0.5000346159237701,8,69.39181025970645,0.6959528255044937,8
452	−200,smallworld,2,1.0,network,federated,0.5,0.8599876540033586,0.03699431563567409,8,6.922063996486683,0.16393990163650068,8,14.889276831789102,0.07152446010788209,8,17.33890889395327,0.6815473319934593,8,32.77526025688926,1.2107758139485971,8,30.547613877245382,1.1390429977020817,8,1.7379658499014559,0.028227322104828825,8,0.14001234599664145,0.03699431563567412,8,0.0,0.0,8,0.6131150510462109,0.004060864458893312,8,38.0681325,1.4644411533585087,8,0.1465851501391619,0.01144222017114794,8,54.38125,5.657102836258152,8,0.962419336455963,0.021721344930615498,8,0.7568914969877296,0.06749203182979897,8,14.879986900145823,0.08333910265396102,8,14.898635043284408,0.1159921375840832,8	452	+200,smallworld,2,1.0,network,federated,0.5,0.23184892370844043,0.02956859531276674,8,6.922063996486683,0.16393990163650068,8,41.69932535541047,0.8833041771347014,8,182.35834419100047,22.9372563457481,8,240.33549212978676,30.058806441171242,8,4.221101347869255,0.5528803343682592,8,2.3772861502010345,0.0524205022033571,8,0.7681510762915595,0.02956859531276677,8,0.0,0.0,8,0.31408403065726764,0.00519931332718492,8,8.839762499999999,1.3699375614316986,8,0.3814619425469967,0.03716673406023778,8,216.42457849683356,82.52999481565854,8,0.3977203376467534,0.0598936523483902,8,0.06771514723129195,0.014944379301265109,8,41.1090170393292,0.7987217624425824,8,42.27779580981631,1.1280250140934023,8
453	−200,smallworld,2,1.0,network,federated,2.0,0.8599876540033586,0.03699431563567409,8,6.922063996486683,0.16393990163650068,8,14.889276831789102,0.07152446010788209,8,17.33890889395327,0.6815473319934593,8,32.77526025688926,1.2107758139485971,8,30.547613877245382,1.1390429977020817,8,1.7379658499014559,0.028227322104828825,8,0.14001234599664145,0.03699431563567412,8,0.0,0.0,8,0.6131150510462109,0.004060864458893312,8,38.0681325,1.4644411533585087,8,0.1465851501391619,0.01144222017114794,8,54.38125,5.657102836258152,8,0.962419336455963,0.021721344930615498,8,0.7568914969877296,0.06749203182979897,8,14.879986900145823,0.08333910265396102,8,14.898635043284408,0.1159921375840832,8	453	+200,smallworld,2,1.0,network,federated,2.0,0.8599876540033586,0.03699431563567409,8,6.922063996486683,0.16393990163650068,8,41.69932535541047,0.8833041771347014,8,48.550775020316784,1.8871637447802854,8,63.98712638325278,2.368677176279141,8,15.647706337597803,0.6043535994327981,8,1.7381067459545336,0.028215102292452075,8,0.14001234599664145,0.03699431563567412,8,0.0,0.0,8,0.31408403065726764,0.00519931332718492,8,37.2591375,1.4592332602897031,8,0.1465851501391619,0.01144222017114794,8,54.38125,5.657102836258152,8,0.962419336455963,0.021721344930615498,8,0.7568914969877296,0.06749203182979897,8,41.1090170393292,0.7987217624425824,8,42.27779580981631,1.1280250140934023,8
454	200,smallworld,2,1.0,network,none,2.0,0.1529075291228682,0.012863662428130975,8,4.0,0.0,8,14.0,0.0,8,92.13839535009973,7.899274150141541,8,92.13839535009973,7.899274150141541,8,10.921966365919157,0.9188330305807847,8,2.6030418248664606,0.048920561205054156,8,0.7592782151307768,0.014910513695355381,8,0.08781425574635501,0.00711908422184073,8,0.0,0.0,8,8.63155,0.6872903899475721,8,0.2899860942256872,0.026650264846974032,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.044911514604470966,0.011035955953927992,8,14.0,0.0,8,14.0,0.0,8	454	200,smallworld,2,1.0,network,none,2.0,0.1529075291228682,0.012863662428130975,8,4.0,0.0,8,14.0,0.0,8,92.13839535009973,7.899274150141541,8,92.13839535009973,7.899274150141541,8,10.921966365919157,0.9188330305807847,8,2.6030418248664606,0.048920561205054156,8,0.7592782151307768,0.014910513695355381,8,0.08781425574635501,0.00711908422184073,8,0.0,0.0,8,8.63155,0.6872903899475721,8,0.2899860942256872,0.026650264846974032,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.044911514604470966,0.011035955953927992,8,14.0,0.0,8,14.0,0.0,8
455	200,smallworld,2,1.0,network,norms,2.0,0.160901358733327,0.013997778892487557,8,4.0,0.0,8,12.895509936774461,0.05515603217290281,8,80.67466822395977,6.990885117723426,8,143.02581750357234,11.821227566593283,8,7.033015603704929,0.5721627554139558,8,2.6025752266033204,0.04795775248598813,8,0.7987582281708165,0.014117144021132157,8,0.04034041309585644,0.0033553222270185064,8,0.43610307566437945,0.003297810777139468,8,8.755865,0.7439908076045025,8,0.28573611111786085,0.02741280756252917,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.04670934261895031,0.011204957449893145,8,12.886433375782671,0.07096897064176676,8,12.904078873380332,0.1087544961067066,8	455	200,smallworld,2,1.0,network,norms,2.0,0.160901358733327,0.013997778892487557,8,4.0,0.0,8,12.895509936774461,0.05515603217290281,8,80.67466822395977,6.990885117723426,8,143.02581750357234,11.821227566593283,8,7.033015603704929,0.5721627554139558,8,2.6025752266033204,0.04795775248598813,8,0.7987582281708165,0.014117144021132157,8,0.04034041309585644,0.0033553222270185064,8,0.43610307566437945,0.003297810777139468,8,8.755865,0.7439908076045025,8,0.28573611111786085,0.02741280756252917,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.04670934261895031,0.011204957449893145,8,12.886433375782671,0.07096897064176676,8,12.904078873380332,0.1087544961067066,8
456	200,smallworld,2,1.0,network,records,2.0,0.9122208829675531,0.008119509947936171,8,2.0,0.0,8,14.898557903991874,0.060047566064233095,8,16.333632938196427,0.1932981762108242,8,27.365375137494865,0.21456935004293606,8,36.544480528192715,0.2845358144089815,8,1.6971014994070774,0.02407577703677711,8,0.08777911703244692,0.008119509947936164,8,0.0,0.0,8,0.5633807513928458,0.0037869045612012064,8,53.4032925,0.6566949525301499,8,0.1262509930017951,0.003540350986288593,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.8397233198640709,0.020620467744658953,8,14.87415567951314,0.09111876216022757,8,14.922934224381542,0.08148482278324869,8	456	200,smallworld,2,1.0,network,records,2.0,0.9122208829675531,0.008119509947936171,8,2.0,0.0,8,14.898557903991874,0.060047566064233095,8,16.333632938196427,0.1932981762108242,8,27.365375137494865,0.21456935004293606,8,36.544480528192715,0.2845358144089815,8,1.6971014994070774,0.02407577703677711,8,0.08777911703244692,0.008119509947936164,8,0.0,0.0,8,0.5633807513928458,0.0037869045612012064,8,53.4032925,0.6566949525301499,8,0.1262509930017951,0.003540350986288593,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.8397233198640709,0.020620467744658953,8,14.87415567951314,0.09111876216022757,8,14.922934224381542,0.08148482278324869,8
457	−200,smallworld,2,1.0,none,central,0.5,0.0895347941844359,0.017695799231708564,8,12.0,0.0,8,14.856661611539877,0.06711019677933287,8,172.9030521472912,41.45195193313068,8,327.8376605147852,79.06104956518315,8,3.1781088786123344,0.6231888400089115,8,2.6409836325217393,0.10942534650015748,8,0.9104652058155641,0.017695799231708546,8,0.0,0.0,8,0.6145769954694815,0.005878207447495607,8,3.1883749999999997,0.7827665915748541,8,0.2543552274377894,0.029974148264199446,8,2277.2125,216.32495026497253,8,0.17889433480435826,0.03644970631607306,8,0.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.834671491607414,0.14139104388948717,8	457	+200,smallworld,2,1.0,none,central,0.5,0.026905941222606894,0.0030522171076500584,8,12.0,0.0,8,69.13996966923926,0.40266118067599665,8,2599.855083746444,306.1977115517517,8,3100.488509103725,365.5330760686301,8,0.32640998002458066,0.037903805178253695,8,2.6549723146981186,0.04719404113562564,8,0.9730940587773931,0.003052217107650039,8,0.0,0.0,8,0.2099957044574537,0.004066954132733942,8,-1.2654,0.14727310451771472,8,0.41956158335867527,0.0326643398466116,8,3252.2125,216.32495026497259,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,69.27992140087494,0.5000346159237701,8,69.00802894964448,0.8483462633369228,8
458	−200,smallworld,2,1.0,none,central,2.0,0.947367692847476,0.029425350468638985,8,12.0,0.0,8,14.856661611539877,0.06711019677933287,8,15.695024267457264,0.48263622748029766,8,29.763727642862438,1.0282372852592705,8,33.63296399408441,1.1591236252147785,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.6145769954694815,0.005878207447495607,8,41.87525,1.9146399655287685,8,0.12572928805886782,0.013143275826487418,8,300.6125,8.828110540443268,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,14.879986900145823,0.08333910265396102,8,14.834671491607414,0.14139104388948717,8	458	+200,smallworld,2,1.0,none,central,2.0,0.9403204577774735,0.03148126642909763,8,12.0,0.0,8,69.13996966923926,0.40266118067599665,8,73.5963397505469,2.3589216011774896,8,87.77021046947854,2.801967811544163,8,11.403586431222692,0.36522490139591374,8,1.7171003009664094,0.04736121825201635,8,0.0596795422225265,0.03148126642909768,8,0.0,0.0,8,0.2099957044574537,0.004066954132733942,8,39.918974999999996,1.7634502482430783,8,0.12786651091291254,0.013230592917005544,8,300.6125,8.828110540443268,8,0.9572558721763335,0.021105754135010823,8,0.9233652241704966,0.04428051462673147,8,69.27992140087494,0.5000346159237701,8,69.00802894964448,0.8483462633369228,8
459	−200,smallworld,2,1.0,none,federated,0.5,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,14.856661611539877,0.06711019677933287,8,15.695024267457264,0.48263622748029766,8,29.763727642862438,1.0282372852592705,8,33.63296399408441,1.1591236252147785,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.6145769954694815,0.005878207447495607,8,41.87525,1.9146399655287685,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,14.879986900145823,0.08333910265396102,8,14.834671491607414,0.14139104388948717,8	459	+200,smallworld,2,1.0,none,federated,0.5,0.2387400099972969,0.03416025072737224,8,6.851775663586763,0.15810510278360573,8,41.18866233231586,0.9475403895272178,8,175.8686500498692,26.988207963181996,8,232.54209876133953,34.15038287938886,8,4.38274138311903,0.6427058507329654,8,2.3779247245378983,0.03958837213148404,8,0.7612599900027031,0.034160250727372235,8,0.0,0.0,8,0.3177505552577907,0.007153920370344736,8,9.1037175,1.4088110805290495,8,0.382347497553135,0.04693773429031633,8,191.9245784968336,104.40195482435222,8,0.3977203376467534,0.0598936523483902,8,0.07951277576337054,0.022587808927793957,8,41.1090170393292,0.7987217624425824,8,41.27145120494099,1.198090174050205,8
460	−200,smallworld,2,1.0,none,federated,2.0,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,14.856661611539877,0.06711019677933287,8,15.695024267457264,0.48263622748029766,8,29.763727642862438,1.0282372852592705,8,33.63296399408441,1.1591236252147785,8,1.6912697984253784,0.03605690480702977,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.6145769954694815,0.005878207447495607,8,41.87525,1.9146399655287685,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,14.879986900145823,0.08333910265396102,8,14.834671491607414,0.14139104388948717,8	460	+200,smallworld,2,1.0,none,federated,2.0,0.947367692847476,0.029425350468638985,8,6.851775663586763,0.15810510278360573,8,41.18866233231586,0.9475403895272178,8,43.50896519587082,1.5275689822444138,8,57.577668571276,1.9760606147204884,8,17.385711170856037,0.5954277933628833,8,1.6915714281332357,0.036102965017152946,8,0.052632307152524,0.02942535046863902,8,0.0,0.0,8,0.3177505552577907,0.007153920370344736,8,41.0837175,1.8950999907411583,8,0.12572928805886782,0.013143275826487418,8,51.43125,7.071670720962219,8,0.962419336455963,0.021721344930615498,8,0.9321473393755286,0.03938319306976831,8,41.1090170393292,0.7987217624425824,8,41.27145120494099,1.198090174050205,8
461	200,smallworld,2,1.0,none,none,2.0,0.16047496385746754,0.017403888799053854,8,4.0,0.0,8,14.0,0.0,8,88.155128702819,9.677527113943738,8,88.155128702819,9.677527113943738,8,11.462497418390539,1.243134914218132,8,2.6151318128928462,0.05193147702433507,8,0.7526023318795055,0.01932187678284415,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,9.01252,0.8901682048434926,8,0.2842136245510757,0.017008697853329837,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.05838242676114645,0.013010248955913604,8,14.0,0.0,8,14.0,0.0,8	461	200,smallworld,2,1.0,none,none,2.0,0.16047496385746754,0.017403888799053854,8,4.0,0.0,8,14.0,0.0,8,88.155128702819,9.677527113943738,8,88.155128702819,9.677527113943738,8,11.462497418390539,1.243134914218132,8,2.6151318128928462,0.05193147702433507,8,0.7526023318795055,0.01932187678284415,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,9.01252,0.8901682048434926,8,0.2842136245510757,0.017008697853329837,8,0.0,0.0,8,0.2625722821350742,0.023507550087675824,8,0.05838242676114645,0.013010248955913604,8,14.0,0.0,8,14.0,0.0,8
462	200,smallworld,2,1.0,none,norms,2.0,0.1690443912830107,0.018939425457585073,8,4.0,0.0,8,12.887455824234724,0.049433034546355864,8,77.0977244423688,8.80548918993136,8,137.10996250207435,14.657609679616872,8,7.36562640175279,0.775463108516458,8,2.616420436655121,0.05153846645561754,8,0.7925295300471993,0.019774846043014337,8,0.03842607866979008,0.0024251717739572336,8,0.43808997626381163,0.0060784518617459,8,9.1667925,0.9667776992485315,8,0.27920775441823165,0.0176400203326244,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.061205592958853514,0.013229033819685732,8,12.886433375782671,0.07096897064176676,8,12.887918024617163,0.10042797859428454,8	462	200,smallworld,2,1.0,none,norms,2.0,0.1690443912830107,0.018939425457585073,8,4.0,0.0,8,12.887455824234724,0.049433034546355864,8,77.0977244423688,8.80548918993136,8,137.10996250207435,14.657609679616872,8,7.36562640175279,0.775463108516458,8,2.616420436655121,0.05153846645561754,8,0.7925295300471993,0.019774846043014337,8,0.03842607866979008,0.0024251717739572336,8,0.43808997626381163,0.0060784518617459,8,9.1667925,0.9667776992485315,8,0.27920775441823165,0.0176400203326244,8,0.0,0.0,8,0.2768772587473084,0.02658106658511278,8,0.061205592958853514,0.013229033819685732,8,12.886433375782671,0.07096897064176676,8,12.887918024617163,0.10042797859428454,8
463	200,smallworld,2,1.0,none,records,2.0,0.9744506694699986,0.011744391891338456,8,2.0,0.0,8,14.881988533386037,0.04620932814205159,8,15.273859695345688,0.16419573051303443,8,25.554292448680123,0.3002787859727741,8,39.13700284270816,0.45071292067405455,8,1.6588081217502741,0.027296500402987634,8,0.02554933053000145,0.01174439189133845,8,0.0,0.0,8,0.5629442530961278,0.001445787299837708,8,57.3800375,0.8452503306248564,8,0.10373140666029168,0.005858816351265977,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.9646479959325622,0.020000987308284424,8,14.87415567951314,0.09111876216022757,8,14.890455138736238,0.05488063032305588,8	463	200,smallworld,2,1.0,none,records,2.0,0.9744506694699986,0.011744391891338456,8,2.0,0.0,8,14.881988533386037,0.04620932814205159,8,15.273859695345688,0.16419573051303443,8,25.554292448680123,0.3002787859727741,8,39.13700284270816,0.45071292067405455,8,1.6588081217502741,0.027296500402987634,8,0.02554933053000145,0.01174439189133845,8,0.0,0.0,8,0.5629442530961278,0.001445787299837708,8,57.3800375,0.8452503306248564,8,0.10373140666029168,0.005858816351265977,8,0.0,0.0,8,0.9844005789108121,0.009173725250012614,8,0.9646479959325622,0.020000987308284424,8,14.87415567951314,0.09111876216022757,8,14.890455138736238,0.05488063032305588,8
464	−200,smallworld,8,0.0,distribution,central,0.5,0.09020781090955172,0.017814136677703988,8,12.0,0.0,8,16.0,0.0,8,184.58376053060582,42.93605621668763,8,338.1871218258789,79.22695065006346,8,3.0766300140586194,0.6001325829795595,8,2.6130683659993292,0.1090209328121203,8,0.9097921890904482,0.01781413667770399,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,3.18402,0.7860259360315572,8,0.25768192014716484,0.031535558637264774,8,2277.2125,216.32495026497253,8,0.1802422902645702,0.036693966710616754,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	464	+200,smallworld,8,0.0,distribution,central,0.5,0.026905941222606894,0.0030522171076500584,8,12.0,0.0,8,76.0,0.0,8,2856.806916427797,326.1329369704015,8,3357.440341785078,385.6736513429414,8,0.30124733393086345,0.034088983665647964,8,2.643013945352109,0.03976692640762357,8,0.9730940587773931,0.003052217107650039,8,0.0,0.0,8,0.19386052773835505,0.003470035710338278,8,-1.47153,0.14060508058286614,8,0.41956158335867527,0.0326643398466116,8,3252.2125,216.32495026497259,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
465	−200,smallworld,8,0.0,distribution,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.31601371868071,0.38342224668856384,8,34.116199055007165,0.45001178827647076,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,44.210895,1.3100916042017856,8,0.126249599671675,0.012192718379437754,8,300.6125,8.828110540443268,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	465	+200,smallworld,8,0.0,distribution,central,2.0,0.9927039212071844,0.014667062139801354,8,12.0,0.0,8,76.0,0.0,8,76.57355607072385,1.1586723856175762,8,89.98808279616424,1.2624477993514838,8,11.114448683962424,0.1520275859125657,8,1.0881761294100059,0.04364225069060894,8,0.007296078792815562,0.014667062139801353,8,0.0,0.0,8,0.19386052773835505,0.003470035710338278,8,42.071595,1.1603982257213021,8,0.12864025043732633,0.011531375427730261,8,300.6125,8.828110540443268,8,0.9947515595137084,0.009774479460922747,8,0.9908115955649046,0.021182559396814623,8,76.0,0.0,8,76.0,0.0,8
466	−200,smallworld,8,0.0,distribution,federated,0.5,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,16.0,0.0,8,16.0,0.0,8,29.31601371868071,0.38342224668856384,8,34.116199055007165,0.45001178827647076,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,44.210895,1.3100916042017856,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	466	+200,smallworld,8,0.0,distribution,federated,0.5,0.24373228054518997,0.03323960525199283,8,6.851775663586763,0.15810510278360573,8,45.11065398152058,0.9486306167016375,8,188.2936307811541,27.244262389190418,8,243.71055422470255,33.79865155750446,8,4.173179025354021,0.5776315257863829,8,2.27501627644781,0.07341364848977941,8,0.75626771945481,0.03323960525199285,8,0.0,0.0,8,0.29640743931652236,0.0061381498468487,8,9.2109,1.3637828430404264,8,0.3875165428352406,0.0463508320445427,8,191.9245784968336,104.40195482435222,8,0.4040056282665098,0.061908747735342454,8,0.08326706803232324,0.02129833335079412,8,44.941781811418174,0.9127611248758375,8,45.27800099890113,1.0037809734953824,8
467	−200,smallworld,8,0.0,distribution,federated,2.0,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,16.0,0.0,8,16.0,0.0,8,29.31601371868071,0.38342224668856384,8,34.116199055007165,0.45001178827647076,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,44.210895,1.3100916042017856,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	467	+200,smallworld,8,0.0,distribution,federated,2.0,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,45.11065398152058,0.9486306167016375,8,45.11065398152058,0.9486306167016375,8,58.42666770020129,1.0775835067140147,8,17.120531638247115,0.3135775219782096,8,1.0012808806919749,0.0016816864120375893,8,0.0,0.0,8,0.0,0.0,8,0.29640743931652236,0.0061381498468487,8,43.3359,1.2886769904939606,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,44.941781811418174,0.9127611248758375,8,45.27800099890113,1.0037809734953824,8
468	200,smallworld,8,0.0,distribution,none,2.0,0.913077295736973,0.006418364120199545,8,4.0,0.0,8,14.0,0.0,8,15.333428477760405,0.10780028545495428,8,15.333428477760405,0.10780028545495428,8,65.21980683835523,0.4584545800142551,8,1.0296540627793431,0.008402582280127116,8,0.0,0.0,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,53.98252,1.3141412530296284,8,0.10602784831689693,0.0059235138062992635,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9149235115800318,0.006405935734785668,8,14.0,0.0,8,14.0,0.0,8	468	200,smallworld,8,0.0,distribution,none,2.0,0.913077295736973,0.006418364120199545,8,4.0,0.0,8,14.0,0.0,8,15.333428477760405,0.10780028545495428,8,15.333428477760405,0.10780028545495428,8,65.21980683835523,0.4584545800142551,8,1.0296540627793431,0.008402582280127116,8,0.0,0.0,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,53.98252,1.3141412530296284,8,0.10602784831689693,0.0059235138062992635,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9149235115800318,0.006405935734785668,8,14.0,0.0,8,14.0,0.0,8
469	200,smallworld,8,0.0,distribution,norms,2.0,0.9615739213302099,0.0024251717739572454,8,4.0,0.0,8,14.0,0.0,8,14.559544085666593,0.03670995298262618,8,25.010509284450816,0.23873739547631287,8,39.9863715298298,0.38065913980232463,8,1.0297414833646183,0.009001264296755606,8,0.0,0.0,8,0.03842607866979008,0.0024251717739572336,8,0.4178206640387174,0.005247062406164348,8,56.47752,1.239821348328632,8,0.10548190769290743,0.005824569904615587,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9651996421764212,0.002983019254758164,8,14.0,0.0,8,14.0,0.0,8	469	200,smallworld,8,0.0,distribution,norms,2.0,0.9615739213302099,0.0024251717739572454,8,4.0,0.0,8,14.0,0.0,8,14.559544085666593,0.03670995298262618,8,25.010509284450816,0.23873739547631287,8,39.9863715298298,0.38065913980232463,8,1.0297414833646183,0.009001264296755606,8,0.0,0.0,8,0.03842607866979008,0.0024251717739572336,8,0.4178206640387174,0.005247062406164348,8,56.47752,1.239821348328632,8,0.10548190769290743,0.005824569904615587,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9651996421764212,0.002983019254758164,8,14.0,0.0,8,14.0,0.0,8
470	200,smallworld,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.016703024531694,0.10971341963731909,8,38.43744425306946,0.16221269181787606,8,1.0002848101265822,0.0008055646874276984,8,0.0,0.0,8,0.0,0.0,8,0.5387506689631665,0.001946552301814521,8,58.86725,0.6504859949299444,8,0.10592898182548235,0.006064212548687235,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	470	200,smallworld,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.016703024531694,0.10971341963731909,8,38.43744425306946,0.16221269181787606,8,1.0002848101265822,0.0008055646874276984,8,0.0,0.0,8,0.0,0.0,8,0.5387506689631665,0.001946552301814521,8,58.86725,0.6504859949299444,8,0.10592898182548235,0.006064212548687235,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
471	−200,smallworld,8,0.0,network,central,0.5,0.089777328324682,0.01744015490892037,8,12.0,0.0,8,16.0,0.0,8,185.20129930940413,42.18031544365529,8,338.80466060467717,78.51524743345554,8,3.0688570309966563,0.5941728830400802,8,2.6130683659993292,0.1090209328121203,8,0.910222671675318,0.017440154908920334,8,0.0,0.0,8,0.5898350367941488,0.004196829741306408,8,3.1821,0.7846713402620051,8,0.25768192014716484,0.031535558637264774,8,2281.8,186.67778198198698,8,0.1802422902645702,0.036693966710616754,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	471	+200,smallworld,8,0.0,network,central,0.5,0.026789244023492892,0.00295564016361585,8,12.0,0.0,8,76.0,0.0,8,2868.326896272578,327.9791174221385,8,3368.960321629859,388.33686589653865,8,0.3001442624692162,0.03319565088831033,8,2.643013945352109,0.03976692640762357,8,0.9732107559765071,0.0029556401636158403,8,0.0,0.0,8,0.1933524667072941,0.0026941499915852595,8,-1.4806500000000002,0.13153925953874,8,0.41956158335867527,0.0326643398466116,8,3256.8,186.67778198198698,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
472	−200,smallworld,8,0.0,network,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.259184947556527,0.2975183779125944,8,34.1804136004876,0.34973581177553253,8,1.0021066754986343,0.002394059003708726,8,0.0,0.0,8,0.0,0.0,8,0.5898350367941488,0.004196829741306408,8,44.388975,1.0192772271565764,8,0.15670588154125537,0.014388257317538107,8,301.8125,6.868444926931107,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	472	+200,smallworld,8,0.0,network,central,2.0,0.995458698344318,0.008836883024682364,8,12.0,0.0,8,76.0,0.0,8,76.35204308508106,0.6861489847324612,8,89.67190043264728,0.7651784168151887,8,11.152467180015767,0.09398918007581925,8,1.0918285757844868,0.04005033769073754,8,0.004541301655681985,0.008836883024682395,8,0.0,0.0,8,0.1933524667072941,0.0026941499915852595,8,42.369975000000004,0.9268987009377017,8,0.15754591899399778,0.015149057239072417,8,301.8125,6.868444926931107,8,0.9947515595137084,0.009774479460922747,8,0.9962623939792139,0.009553990057942144,8,76.0,0.0,8,76.0,0.0,8
473	−200,smallworld,8,0.0,network,federated,0.5,1.0,0.0,8,6.922063996486683,0.16393990163650068,8,16.0,0.0,8,16.0,0.0,8,29.259184947556527,0.2975183779125944,8,34.1804136004876,0.34973581177553253,8,1.0021066754986343,0.002394059003708726,8,0.0,0.0,8,0.0,0.0,8,0.5898350367941488,0.004196829741306408,8,44.388975,1.0192772271565764,8,0.15670588154125537,0.014388257317538107,8,54.38125,5.657102836258152,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	473	+200,smallworld,8,0.0,network,federated,0.5,0.244497531143629,0.03179000885392523,8,6.922063996486683,0.16393990163650068,8,45.532383978920095,0.9836394098190028,8,189.01223466872645,25.156928014865752,8,244.03882253126386,32.223990209162665,8,4.161801476645404,0.5585777832727682,8,2.2677343223053605,0.08016009542878609,8,0.755502468856371,0.031790008853925224,8,0.0,0.0,8,0.29361211097759843,0.005151443622991231,8,9.297825,1.4805664730481662,8,0.3992272363213911,0.039505154914847025,8,216.42457849683356,82.52999481565854,8,0.4040056282665098,0.061908747735342454,8,0.0866855947071349,0.019028215839088185,8,44.941781811418174,0.9127611248758375,8,46.11003568670094,1.140020104454222,8
474	−200,smallworld,8,0.0,network,federated,2.0,1.0,0.0,8,6.922063996486683,0.16393990163650068,8,16.0,0.0,8,16.0,0.0,8,29.259184947556527,0.2975183779125944,8,34.1804136004876,0.34973581177553253,8,1.0021066754986343,0.002394059003708726,8,0.0,0.0,8,0.0,0.0,8,0.5898350367941488,0.004196829741306408,8,44.388975,1.0192772271565764,8,0.15670588154125537,0.014388257317538107,8,54.38125,5.657102836258152,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	474	+200,smallworld,8,0.0,network,federated,2.0,1.0,0.0,8,6.922063996486683,0.16393990163650068,8,45.532383978920095,0.9836394098190028,8,45.532383978920095,0.9836394098190028,8,58.79156892647662,1.1115040450334799,8,17.014490495575952,0.31737682853401145,8,1.0035151416129198,0.003014588250750832,8,0.0,0.0,8,0.0,0.0,8,0.29361211097759843,0.005151443622991231,8,43.497825,1.0079171144919168,8,0.15670588154125537,0.014388257317538107,8,54.38125,5.657102836258152,8,1.0,0.0,8,1.0,0.0,8,44.941781811418174,0.9127611248758375,8,46.11003568670094,1.140020104454222,8
475	200,smallworld,8,0.0,network,none,2.0,0.912185744253645,0.007119084221840734,8,4.0,0.0,8,14.0,0.0,8,15.348572167907204,0.12019872722377457,8,15.348572167907204,0.12019872722377457,8,65.15612458954607,0.5085060158457694,8,1.0351377683031946,0.00583907600968066,8,0.0,0.0,8,0.08781425574635501,0.00711908422184073,8,0.0,0.0,8,54.323425,0.8908795762615713,8,0.1344938575998408,0.008168989015822614,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9130847475379231,0.006193018289125937,8,14.0,0.0,8,14.0,0.0,8	475	200,smallworld,8,0.0,network,none,2.0,0.912185744253645,0.007119084221840734,8,4.0,0.0,8,14.0,0.0,8,15.348572167907204,0.12019872722377457,8,15.348572167907204,0.12019872722377457,8,65.15612458954607,0.5085060158457694,8,1.0351377683031946,0.00583907600968066,8,0.0,0.0,8,0.08781425574635501,0.00711908422184073,8,0.0,0.0,8,54.323425,0.8908795762615713,8,0.1344938575998408,0.008168989015822614,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9130847475379231,0.006193018289125937,8,14.0,0.0,8,14.0,0.0,8
476	200,smallworld,8,0.0,network,norms,2.0,0.9596595869041435,0.0033553222270185008,8,4.0,0.0,8,14.0,0.0,8,14.588662302355926,0.05096876877331991,8,24.981665300701096,0.14623247113822432,8,40.03055393756578,0.23368395091021738,8,1.0352699428883123,0.005547462161570902,8,0.0,0.0,8,0.04034041309585644,0.0033553222270185064,8,0.4160102276446227,0.003532094276025413,8,56.77905,0.7782540863827353,8,0.13422307528127608,0.008183654697724732,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9612930926736297,0.005714511013327252,8,14.0,0.0,8,14.0,0.0,8	476	200,smallworld,8,0.0,network,norms,2.0,0.9596595869041435,0.0033553222270185008,8,4.0,0.0,8,14.0,0.0,8,14.588662302355926,0.05096876877331991,8,24.981665300701096,0.14623247113822432,8,40.03055393756578,0.23368395091021738,8,1.0352699428883123,0.005547462161570902,8,0.0,0.0,8,0.04034041309585644,0.0033553222270185064,8,0.4160102276446227,0.003532094276025413,8,56.77905,0.7782540863827353,8,0.13422307528127608,0.008183654697724732,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9612930926736297,0.005714511013327252,8,14.0,0.0,8,14.0,0.0,8
477	200,smallworld,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.063447768185938,0.1571018357718839,8,38.36912694254966,0.23087377705286627,8,1.0014491946806956,0.0017076480136750975,8,0.0,0.0,8,0.0,0.0,8,0.539570476689404,0.0027704853246344266,8,58.598275,0.9172011008497517,8,0.134355267465443,0.004317558040893569,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	477	200,smallworld,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.063447768185938,0.1571018357718839,8,38.36912694254966,0.23087377705286627,8,1.0014491946806956,0.0017076480136750975,8,0.0,0.0,8,0.0,0.0,8,0.539570476689404,0.0027704853246344266,8,58.598275,0.9172011008497517,8,0.134355267465443,0.004317558040893569,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
478	−200,smallworld,8,0.0,none,central,0.5,0.09020781090955172,0.017814136677703988,8,12.0,0.0,8,16.0,0.0,8,184.58376053060582,42.93605621668763,8,338.1871218258789,79.22695065006346,8,3.0766300140586194,0.6001325829795595,8,2.6130683659993292,0.1090209328121203,8,0.9097921890904482,0.01781413667770399,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,3.18402,0.7860259360315572,8,0.25768192014716484,0.031535558637264774,8,2277.2125,216.32495026497253,8,0.1802422902645702,0.036693966710616754,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	478	+200,smallworld,8,0.0,none,central,0.5,0.026905941222606894,0.0030522171076500584,8,12.0,0.0,8,76.0,0.0,8,2856.806916427797,326.1329369704015,8,3357.440341785078,385.6736513429414,8,0.30124733393086345,0.034088983665647964,8,2.643013945352109,0.03976692640762357,8,0.9730940587773931,0.003052217107650039,8,0.0,0.0,8,0.19386052773835505,0.003470035710338278,8,-1.47153,0.14060508058286614,8,0.41956158335867527,0.0326643398466116,8,3252.2125,216.32495026497259,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,76.0,0.0,8,76.0,0.0,8
479	−200,smallworld,8,0.0,none,central,2.0,1.0,0.0,8,12.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.31601371868071,0.38342224668856384,8,34.116199055007165,0.45001178827647076,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,44.210895,1.3100916042017856,8,0.126249599671675,0.012192718379437754,8,300.6125,8.828110540443268,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	479	+200,smallworld,8,0.0,none,central,2.0,0.9927039212071844,0.014667062139801354,8,12.0,0.0,8,76.0,0.0,8,76.57355607072385,1.1586723856175762,8,89.98808279616424,1.2624477993514838,8,11.114448683962424,0.1520275859125657,8,1.0881761294100059,0.04364225069060894,8,0.007296078792815562,0.014667062139801353,8,0.0,0.0,8,0.19386052773835505,0.003470035710338278,8,42.071595,1.1603982257213021,8,0.12864025043732633,0.011531375427730261,8,300.6125,8.828110540443268,8,0.9947515595137084,0.009774479460922747,8,0.9908115955649046,0.021182559396814623,8,76.0,0.0,8,76.0,0.0,8
480	−200,smallworld,8,0.0,none,federated,0.5,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,16.0,0.0,8,16.0,0.0,8,29.31601371868071,0.38342224668856384,8,34.116199055007165,0.45001178827647076,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,44.210895,1.3100916042017856,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	480	+200,smallworld,8,0.0,none,federated,0.5,0.24373228054518997,0.03323960525199283,8,6.851775663586763,0.15810510278360573,8,45.11065398152058,0.9486306167016375,8,188.2936307811541,27.244262389190418,8,243.71055422470255,33.79865155750446,8,4.173179025354021,0.5776315257863829,8,2.27501627644781,0.07341364848977941,8,0.75626771945481,0.03323960525199285,8,0.0,0.0,8,0.29640743931652236,0.0061381498468487,8,9.2109,1.3637828430404264,8,0.3875165428352406,0.0463508320445427,8,191.9245784968336,104.40195482435222,8,0.4040056282665098,0.061908747735342454,8,0.08326706803232324,0.02129833335079412,8,44.941781811418174,0.9127611248758375,8,45.27800099890113,1.0037809734953824,8
481	−200,smallworld,8,0.0,none,federated,2.0,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,16.0,0.0,8,16.0,0.0,8,29.31601371868071,0.38342224668856384,8,34.116199055007165,0.45001178827647076,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.590605611339914,0.005400141459317633,8,44.210895,1.3100916042017856,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	481	+200,smallworld,8,0.0,none,federated,2.0,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,45.11065398152058,0.9486306167016375,8,45.11065398152058,0.9486306167016375,8,58.42666770020129,1.0775835067140147,8,17.120531638247115,0.3135775219782096,8,1.0012808806919749,0.0016816864120375893,8,0.0,0.0,8,0.0,0.0,8,0.29640743931652236,0.0061381498468487,8,43.3359,1.2886769904939606,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,44.941781811418174,0.9127611248758375,8,45.27800099890113,1.0037809734953824,8
482	200,smallworld,8,0.0,none,none,2.0,0.913077295736973,0.006418364120199545,8,4.0,0.0,8,14.0,0.0,8,15.333428477760405,0.10780028545495428,8,15.333428477760405,0.10780028545495428,8,65.21980683835523,0.4584545800142551,8,1.0296540627793431,0.008402582280127116,8,0.0,0.0,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,53.98252,1.3141412530296284,8,0.10602784831689693,0.0059235138062992635,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9149235115800318,0.006405935734785668,8,14.0,0.0,8,14.0,0.0,8	482	200,smallworld,8,0.0,none,none,2.0,0.913077295736973,0.006418364120199545,8,4.0,0.0,8,14.0,0.0,8,15.333428477760405,0.10780028545495428,8,15.333428477760405,0.10780028545495428,8,65.21980683835523,0.4584545800142551,8,1.0296540627793431,0.008402582280127116,8,0.0,0.0,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,53.98252,1.3141412530296284,8,0.10602784831689693,0.0059235138062992635,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9149235115800318,0.006405935734785668,8,14.0,0.0,8,14.0,0.0,8
483	200,smallworld,8,0.0,none,norms,2.0,0.9615739213302099,0.0024251717739572454,8,4.0,0.0,8,14.0,0.0,8,14.559544085666593,0.03670995298262618,8,25.010509284450816,0.23873739547631287,8,39.9863715298298,0.38065913980232463,8,1.0297414833646183,0.009001264296755606,8,0.0,0.0,8,0.03842607866979008,0.0024251717739572336,8,0.4178206640387174,0.005247062406164348,8,56.47752,1.239821348328632,8,0.10548190769290743,0.005824569904615587,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9651996421764212,0.002983019254758164,8,14.0,0.0,8,14.0,0.0,8	483	200,smallworld,8,0.0,none,norms,2.0,0.9615739213302099,0.0024251717739572454,8,4.0,0.0,8,14.0,0.0,8,14.559544085666593,0.03670995298262618,8,25.010509284450816,0.23873739547631287,8,39.9863715298298,0.38065913980232463,8,1.0297414833646183,0.009001264296755606,8,0.0,0.0,8,0.03842607866979008,0.0024251717739572336,8,0.4178206640387174,0.005247062406164348,8,56.47752,1.239821348328632,8,0.10548190769290743,0.005824569904615587,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9651996421764212,0.002983019254758164,8,14.0,0.0,8,14.0,0.0,8
484	200,smallworld,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.016703024531694,0.10971341963731909,8,38.43744425306946,0.16221269181787606,8,1.0002848101265822,0.0008055646874276984,8,0.0,0.0,8,0.0,0.0,8,0.5387506689631665,0.001946552301814521,8,58.86725,0.6504859949299444,8,0.10592898182548235,0.006064212548687235,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	484	200,smallworld,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.016703024531694,0.10971341963731909,8,38.43744425306946,0.16221269181787606,8,1.0002848101265822,0.0008055646874276984,8,0.0,0.0,8,0.0,0.0,8,0.5387506689631665,0.001946552301814521,8,58.86725,0.6504859949299444,8,0.10592898182548235,0.006064212548687235,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
485	−200,smallworld,8,1.0,distribution,central,0.5,0.09020781090955172,0.017814136677703988,8,12.0,0.0,8,15.383669571663017,0.07451989938374422,8,177.51579130089226,41.4760633821128,8,331.1191525961653,77.75680452265019,8,3.143139452083588,0.6160658684096024,8,2.6130683659993292,0.1090209328121203,8,0.9097921890904482,0.01781413667770399,8,0.0,0.0,8,0.603291758047636,0.0059408719175408405,8,3.2025325,0.7866899364471004,8,0.25768192014716484,0.031535558637264774,8,2277.2125,216.32495026497253,8,0.1802422902645702,0.036693966710616754,8,0.0,0.0,8,14.879986900145823,0.08333910265396102,8,15.891013889393843,0.1548279472820547,8	485	+200,smallworld,8,1.0,distribution,central,0.5,0.026905941222606894,0.0030522171076500584,8,12.0,0.0,8,72.3020174299781,0.44711939630246383,8,2718.875842340055,321.29281241698266,8,3219.509267697336,380.62912820952863,8,0.3143695436979419,0.03666502538575052,8,2.643013945352109,0.03976692640762357,8,0.9730940587773931,0.003052217107650039,8,0.0,0.0,8,0.20224108495804052,0.003957401037009484,8,-1.360455,0.14934929479961678,8,0.41956158335867527,0.0326643398466116,8,3252.2125,216.32495026497259,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,69.27992140087494,0.5000346159237701,8,75.34608333636307,0.9289676836923301,8
486	−200,smallworld,8,1.0,distribution,central,2.0,1.0,0.0,8,12.0,0.0,8,15.383669571663017,0.07451989938374422,8,15.383669571663017,0.07451989938374422,8,28.699683290343728,0.3726972738014135,8,34.84873945772951,0.45322863982301176,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.603291758047636,0.0059408719175408405,8,44.2294075,1.3099804956426961,8,0.126249599671675,0.012192718379437754,8,300.6125,8.828110540443268,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,15.891013889393843,0.1548279472820547,8	486	+200,smallworld,8,1.0,distribution,central,2.0,0.9927039212071844,0.014667062139801354,8,12.0,0.0,8,72.3020174299781,0.44711939630246383,8,72.84736642824848,1.1669323574450319,8,86.26189315368885,1.2288082355776477,8,11.59463388111086,0.16283827696410233,8,1.0881761294100059,0.04364225069060894,8,0.007296078792815562,0.014667062139801353,8,0.0,0.0,8,0.20224108495804052,0.003957401037009484,8,42.18267,1.1588243863009235,8,0.12864025043732633,0.011531375427730261,8,300.6125,8.828110540443268,8,0.9947515595137084,0.009774479460922747,8,0.9908115955649046,0.021182559396814623,8,69.27992140087494,0.5000346159237701,8,75.34608333636307,0.9289676836923301,8
487	−200,smallworld,8,1.0,distribution,federated,0.5,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,15.383669571663017,0.07451989938374422,8,15.383669571663017,0.07451989938374422,8,28.699683290343728,0.3726972738014135,8,34.84873945772951,0.45322863982301176,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.603291758047636,0.0059408719175408405,8,44.2294075,1.3099804956426961,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,15.891013889393843,0.1548279472820547,8	487	+200,smallworld,8,1.0,distribution,federated,0.5,0.24373228054518997,0.03323960525199283,8,6.851775663586763,0.15810510278360573,8,43.02249695577947,0.9973323033627882,8,179.63291823276208,26.49919417481723,8,235.04984167631054,33.03440765203431,8,4.3288839796368865,0.6071230461073037,8,2.27501627644781,0.07341364848977941,8,0.75626771945481,0.03323960525199285,8,0.0,0.0,8,0.30741133811200655,0.007052090784625245,8,9.27359,1.365681675940627,8,0.3875165428352406,0.0463508320445427,8,191.9245784968336,104.40195482435222,8,0.4040056282665098,0.061908747735342454,8,0.08326706803232324,0.02129833335079412,8,41.1090170393292,0.7987217624425824,8,44.94708472332131,1.2616156614050174,8
488	−200,smallworld,8,1.0,distribution,federated,2.0,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,15.383669571663017,0.07451989938374422,8,15.383669571663017,0.07451989938374422,8,28.699683290343728,0.3726972738014135,8,34.84873945772951,0.45322863982301176,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.603291758047636,0.0059408719175408405,8,44.2294075,1.3099804956426961,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,15.891013889393843,0.1548279472820547,8	488	+200,smallworld,8,1.0,distribution,federated,2.0,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,43.02249695577947,0.9973323033627882,8,43.02249695577947,0.9973323033627882,8,56.33851067446018,1.0855861016170638,8,17.755605337275625,0.3415334209036195,8,1.0012808806919749,0.0016816864120375893,8,0.0,0.0,8,0.0,0.0,8,0.30741133811200655,0.007052090784625245,8,43.39859,1.287102819735639,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,41.1090170393292,0.7987217624425824,8,44.94708472332131,1.2616156614050174,8
489	200,smallworld,8,1.0,distribution,none,2.0,0.913077295736973,0.006418364120199545,8,4.0,0.0,8,14.0,0.0,8,15.333428477760405,0.10780028545495428,8,15.333428477760405,0.10780028545495428,8,65.21980683835523,0.4584545800142551,8,1.0296540627793431,0.008402582280127116,8,0.0,0.0,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,53.98252,1.3141412530296284,8,0.10602784831689693,0.0059235138062992635,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9149235115800318,0.006405935734785668,8,14.0,0.0,8,14.0,0.0,8	489	200,smallworld,8,1.0,distribution,none,2.0,0.913077295736973,0.006418364120199545,8,4.0,0.0,8,14.0,0.0,8,15.333428477760405,0.10780028545495428,8,15.333428477760405,0.10780028545495428,8,65.21980683835523,0.4584545800142551,8,1.0296540627793431,0.008402582280127116,8,0.0,0.0,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,53.98252,1.3141412530296284,8,0.10602784831689693,0.0059235138062992635,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9149235115800318,0.006405935734785668,8,14.0,0.0,8,14.0,0.0,8
490	200,smallworld,8,1.0,distribution,norms,2.0,0.9615739213302099,0.0024251717739572454,8,4.0,0.0,8,13.404283013818025,0.05999336658380858,8,13.940018772042,0.07170249561871249,8,24.390983970826223,0.21397914690496633,8,41.00150924802974,0.35867565721882727,8,1.0297414833646183,0.009001264296755606,8,0.0,0.0,8,0.03842607866979008,0.0024251717739572336,8,0.42843699207885844,0.005934323027715248,8,56.501217499999996,1.2390705832281816,8,0.10548190769290743,0.005824569904615587,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9651996421764212,0.002983019254758164,8,12.886433375782671,0.07096897064176676,8,13.921635864296812,0.09066994247433686,8	490	200,smallworld,8,1.0,distribution,norms,2.0,0.9615739213302099,0.0024251717739572454,8,4.0,0.0,8,13.404283013818025,0.05999336658380858,8,13.940018772042,0.07170249561871249,8,24.390983970826223,0.21397914690496633,8,41.00150924802974,0.35867565721882727,8,1.0297414833646183,0.009001264296755606,8,0.0,0.0,8,0.03842607866979008,0.0024251717739572336,8,0.42843699207885844,0.005934323027715248,8,56.501217499999996,1.2390705832281816,8,0.10548190769290743,0.005824569904615587,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9651996421764212,0.002983019254758164,8,12.886433375782671,0.07096897064176676,8,13.921635864296812,0.09066994247433686,8
491	200,smallworld,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.413590385643833,0.056184716314237965,8,15.413590385643833,0.056184716314237965,8,25.430293410175526,0.11830467493759105,8,39.32392263731782,0.18249122875726495,8,1.0002848101265822,0.0008055646874276984,8,0.0,0.0,8,0.0,0.0,8,0.5511763012914862,0.0023911010703840246,8,58.8906675,0.6504991203628616,8,0.10592898182548235,0.006064212548687235,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.87415567951314,0.09111876216022757,8,15.95304992586626,0.07053634838101532,8	491	200,smallworld,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.413590385643833,0.056184716314237965,8,15.413590385643833,0.056184716314237965,8,25.430293410175526,0.11830467493759105,8,39.32392263731782,0.18249122875726495,8,1.0002848101265822,0.0008055646874276984,8,0.0,0.0,8,0.0,0.0,8,0.5511763012914862,0.0023911010703840246,8,58.8906675,0.6504991203628616,8,0.10592898182548235,0.006064212548687235,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.87415567951314,0.09111876216022757,8,15.95304992586626,0.07053634838101532,8
492	−200,smallworld,8,1.0,network,central,0.5,0.089777328324682,0.01744015490892037,8,12.0,0.0,8,14.889276831789102,0.07152446010788209,8,172.27826749777492,38.923220712816075,8,325.881628793048,75.27191054660551,8,3.1893835316190478,0.6137975707870834,8,2.6130683659993292,0.1090209328121203,8,0.910222671675318,0.017440154908920334,8,0.0,0.0,8,0.6131150510462109,0.004060864458893312,8,3.2156325,0.7837979824956719,8,0.25768192014716484,0.031535558637264774,8,2281.8,186.67778198198698,8,0.1802422902645702,0.036693966710616754,8,0.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.898635043284408,0.1159921375840832,8	492	+200,smallworld,8,1.0,network,central,0.5,0.026789244023492892,0.00295564016361585,8,12.0,0.0,8,69.33566099073461,0.4291467606472922,8,2617.5933565745754,309.11915860877906,8,3118.2267819318567,369.49462537123657,8,0.32443903556525405,0.03645268401854418,8,2.643013945352109,0.03976692640762357,8,0.9732107559765071,0.0029556401636158403,8,0.0,0.0,8,0.2089557742135266,0.0028112084738958977,8,-1.279455,0.13666343214523152,8,0.41956158335867527,0.0326643398466116,8,3256.8,186.67778198198698,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,69.27992140087494,0.5000346159237701,8,69.39181025970645,0.6959528255044937,8
493	−200,smallworld,8,1.0,network,central,2.0,1.0,0.0,8,12.0,0.0,8,14.889276831789102,0.07152446010788209,8,14.889276831789102,0.07152446010788209,8,28.14846177934563,0.32147936884698447,8,35.52999330244904,0.4076283760610365,8,1.0021066754986343,0.002394059003708726,8,0.0,0.0,8,0.0,0.0,8,0.6131150510462109,0.004060864458893312,8,44.4225075,1.0205089515635966,8,0.15670588154125537,0.014388257317538107,8,301.8125,6.868444926931107,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.898635043284408,0.1159921375840832,8	493	+200,smallworld,8,1.0,network,central,2.0,0.995458698344318,0.008836883024682364,8,12.0,0.0,8,69.33566099073461,0.4291467606472922,8,69.65747382341073,0.8239421397414336,8,82.97733117097695,0.9311437901673382,8,12.052808743406802,0.13490060377885799,8,1.0918285757844868,0.04005033769073754,8,0.004541301655681985,0.008836883024682395,8,0.0,0.0,8,0.2089557742135266,0.0028112084738958977,8,42.57117,0.9352680502554205,8,0.15754591899399778,0.015149057239072417,8,301.8125,6.868444926931107,8,0.9947515595137084,0.009774479460922747,8,0.9962623939792139,0.009553990057942144,8,69.27992140087494,0.5000346159237701,8,69.39181025970645,0.6959528255044937,8
494	−200,smallworld,8,1.0,network,federated,0.5,1.0,0.0,8,6.922063996486683,0.16393990163650068,8,14.889276831789102,0.07152446010788209,8,14.889276831789102,0.07152446010788209,8,28.14846177934563,0.32147936884698447,8,35.52999330244904,0.4076283760610365,8,1.0021066754986343,0.002394059003708726,8,0.0,0.0,8,0.0,0.0,8,0.6131150510462109,0.004060864458893312,8,44.4225075,1.0205089515635966,8,0.15670588154125537,0.014388257317538107,8,54.38125,5.657102836258152,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.898635043284408,0.1159921375840832,8	494	+200,smallworld,8,1.0,network,federated,0.5,0.244497531143629,0.03179000885392523,8,6.922063996486683,0.16393990163650068,8,41.69932535541047,0.8833041771347014,8,173.08353298485022,22.855559017426835,8,228.1101208473876,29.926947596971377,8,4.451736105126557,0.5952494322601639,8,2.2677343223053605,0.08016009542878609,8,0.755502468856371,0.031790008853925224,8,0.0,0.0,8,0.31408403065726764,0.00519931332718492,8,9.4135125,1.4799181447223935,8,0.3992272363213911,0.039505154914847025,8,216.42457849683356,82.52999481565854,8,0.4040056282665098,0.061908747735342454,8,0.0866855947071349,0.019028215839088185,8,41.1090170393292,0.7987217624425824,8,42.27779580981631,1.1280250140934023,8
495	−200,smallworld,8,1.0,network,federated,2.0,1.0,0.0,8,6.922063996486683,0.16393990163650068,8,14.889276831789102,0.07152446010788209,8,14.889276831789102,0.07152446010788209,8,28.14846177934563,0.32147936884698447,8,35.52999330244904,0.4076283760610365,8,1.0021066754986343,0.002394059003708726,8,0.0,0.0,8,0.0,0.0,8,0.6131150510462109,0.004060864458893312,8,44.4225075,1.0205089515635966,8,0.15670588154125537,0.014388257317538107,8,54.38125,5.657102836258152,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.898635043284408,0.1159921375840832,8	495	+200,smallworld,8,1.0,network,federated,2.0,1.0,0.0,8,6.922063996486683,0.16393990163650068,8,41.69932535541047,0.8833041771347014,8,41.69932535541047,0.8833041771347014,8,54.95851030296701,1.024278144402921,8,18.201023240420042,0.3360558168466919,8,1.0035151416129198,0.003014588250750832,8,0.0,0.0,8,0.0,0.0,8,0.31408403065726764,0.00519931332718492,8,43.6135125,1.0105147631317126,8,0.15670588154125537,0.014388257317538107,8,54.38125,5.657102836258152,8,1.0,0.0,8,1.0,0.0,8,41.1090170393292,0.7987217624425824,8,42.27779580981631,1.1280250140934023,8
496	200,smallworld,8,1.0,network,none,2.0,0.912185744253645,0.007119084221840734,8,4.0,0.0,8,14.0,0.0,8,15.348572167907204,0.12019872722377457,8,15.348572167907204,0.12019872722377457,8,65.15612458954607,0.5085060158457694,8,1.0351377683031946,0.00583907600968066,8,0.0,0.0,8,0.08781425574635501,0.00711908422184073,8,0.0,0.0,8,54.323425,0.8908795762615713,8,0.1344938575998408,0.008168989015822614,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9130847475379231,0.006193018289125937,8,14.0,0.0,8,14.0,0.0,8	496	200,smallworld,8,1.0,network,none,2.0,0.912185744253645,0.007119084221840734,8,4.0,0.0,8,14.0,0.0,8,15.348572167907204,0.12019872722377457,8,15.348572167907204,0.12019872722377457,8,65.15612458954607,0.5085060158457694,8,1.0351377683031946,0.00583907600968066,8,0.0,0.0,8,0.08781425574635501,0.00711908422184073,8,0.0,0.0,8,54.323425,0.8908795762615713,8,0.1344938575998408,0.008168989015822614,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9130847475379231,0.006193018289125937,8,14.0,0.0,8,14.0,0.0,8
497	200,smallworld,8,1.0,network,norms,2.0,0.9596595869041435,0.0033553222270185008,8,4.0,0.0,8,12.895509936774461,0.05515603217290281,8,13.437851414266298,0.09583432556988075,8,23.83085441261147,0.1946641928730375,8,41.9648534927258,0.3423654683112494,8,1.0352699428883123,0.005547462161570902,8,0.0,0.0,8,0.04034041309585644,0.0033553222270185064,8,0.43610307566437945,0.003297810777139468,8,56.823365,0.7801949438258546,8,0.13422307528127608,0.008183654697724732,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9612930926736297,0.005714511013327252,8,12.886433375782671,0.07096897064176676,8,12.904078873380332,0.1087544961067066,8	497	200,smallworld,8,1.0,network,norms,2.0,0.9596595869041435,0.0033553222270185008,8,4.0,0.0,8,12.895509936774461,0.05515603217290281,8,13.437851414266298,0.09583432556988075,8,23.83085441261147,0.1946641928730375,8,41.9648534927258,0.3423654683112494,8,1.0352699428883123,0.005547462161570902,8,0.0,0.0,8,0.04034041309585644,0.0033553222270185064,8,0.43610307566437945,0.003297810777139468,8,56.823365,0.7801949438258546,8,0.13422307528127608,0.008183654697724732,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9612930926736297,0.005714511013327252,8,12.886433375782671,0.07096897064176676,8,12.904078873380332,0.1087544961067066,8
498	200,smallworld,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.898557903991874,0.060047566064233095,8,14.898557903991874,0.060047566064233095,8,24.96200567217781,0.12502425121898914,8,40.06176291548328,0.20067787120168962,8,1.0014491946806956,0.0017076480136750975,8,0.0,0.0,8,0.0,0.0,8,0.5633807513928458,0.0037869045612012064,8,58.6420425,0.9162993097041426,8,0.134355267465443,0.004317558040893569,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.87415567951314,0.09111876216022757,8,14.922934224381542,0.08148482278324869,8	498	200,smallworld,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.898557903991874,0.060047566064233095,8,14.898557903991874,0.060047566064233095,8,24.96200567217781,0.12502425121898914,8,40.06176291548328,0.20067787120168962,8,1.0014491946806956,0.0017076480136750975,8,0.0,0.0,8,0.0,0.0,8,0.5633807513928458,0.0037869045612012064,8,58.6420425,0.9162993097041426,8,0.134355267465443,0.004317558040893569,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.87415567951314,0.09111876216022757,8,14.922934224381542,0.08148482278324869,8
499	−200,smallworld,8,1.0,none,central,0.5,0.09020781090955172,0.017814136677703988,8,12.0,0.0,8,14.856661611539877,0.06711019677933287,8,171.43719222028727,40.09686342303841,8,325.0405535155603,76.3795170812783,8,3.20189826852262,0.6269698974191315,8,2.6130683659993292,0.1090209328121203,8,0.9097921890904482,0.01781413667770399,8,0.0,0.0,8,0.6145769954694815,0.005878207447495607,8,3.218375,0.7866294787800124,8,0.25768192014716484,0.031535558637264774,8,2277.2125,216.32495026497253,8,0.1802422902645702,0.036693966710616754,8,0.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.834671491607414,0.14139104388948717,8	499	+200,smallworld,8,1.0,none,central,0.5,0.026905941222606894,0.0030522171076500584,8,12.0,0.0,8,69.13996966923926,0.40266118067599665,8,2599.855083746444,306.1977115517517,8,3100.488509103725,365.5330760686301,8,0.32640998002458066,0.037903805178253695,8,2.643013945352109,0.03976692640762357,8,0.9730940587773931,0.003052217107650039,8,0.0,0.0,8,0.2099957044574537,0.004066954132733942,8,-1.2654,0.14727310451771472,8,0.41956158335867527,0.0326643398466116,8,3252.2125,216.32495026497259,8,0.05369861218093946,0.006084037526834548,8,0.0,0.0,8,69.27992140087494,0.5000346159237701,8,69.00802894964448,0.8483462633369228,8
500	−200,smallworld,8,1.0,none,central,2.0,1.0,0.0,8,12.0,0.0,8,14.856661611539877,0.06711019677933287,8,14.856661611539877,0.06711019677933287,8,28.17267533022059,0.37114718294100385,8,35.50078827420089,0.46866148352110637,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6145769954694815,0.005878207447495607,8,44.24525,1.3104479922748327,8,0.126249599671675,0.012192718379437754,8,300.6125,8.828110540443268,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.834671491607414,0.14139104388948717,8	500	+200,smallworld,8,1.0,none,central,2.0,0.9927039212071844,0.014667062139801354,8,12.0,0.0,8,69.13996966923926,0.40266118067599665,8,69.66024986516702,1.0137783483589249,8,83.07477659060739,1.064455814587113,8,12.039054600463846,0.1522236682803302,8,1.0881761294100059,0.04364225069060894,8,0.007296078792815562,0.014667062139801353,8,0.0,0.0,8,0.2099957044574537,0.004066954132733942,8,42.277725000000004,1.1596288597280988,8,0.12864025043732633,0.011531375427730261,8,300.6125,8.828110540443268,8,0.9947515595137084,0.009774479460922747,8,0.9908115955649046,0.021182559396814623,8,69.27992140087494,0.5000346159237701,8,69.00802894964448,0.8483462633369228,8
501	−200,smallworld,8,1.0,none,federated,0.5,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,14.856661611539877,0.06711019677933287,8,14.856661611539877,0.06711019677933287,8,28.17267533022059,0.37114718294100385,8,35.50078827420089,0.46866148352110637,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6145769954694815,0.005878207447495607,8,44.24525,1.3104479922748327,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.834671491607414,0.14139104388948717,8	501	+200,smallworld,8,1.0,none,federated,0.5,0.24373228054518997,0.03323960525199283,8,6.851775663586763,0.15810510278360573,8,41.18866233231586,0.9475403895272178,8,171.9918621473393,25.485643866826265,8,227.40878559088776,32.02939666697696,8,4.474699926842226,0.6290640206833438,8,2.27501627644781,0.07341364848977941,8,0.75626771945481,0.03323960525199285,8,0.0,0.0,8,0.3177505552577907,0.007153920370344736,8,9.3287175,1.3654104262272209,8,0.3875165428352406,0.0463508320445427,8,191.9245784968336,104.40195482435222,8,0.4040056282665098,0.061908747735342454,8,0.08326706803232324,0.02129833335079412,8,41.1090170393292,0.7987217624425824,8,41.27145120494099,1.198090174050205,8
502	−200,smallworld,8,1.0,none,federated,2.0,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,14.856661611539877,0.06711019677933287,8,14.856661611539877,0.06711019677933287,8,28.17267533022059,0.37114718294100385,8,35.50078827420089,0.46866148352110637,8,1.0,0.0,8,0.0,0.0,8,0.0,0.0,8,0.6145769954694815,0.005878207447495607,8,44.24525,1.3104479922748327,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,14.879986900145823,0.08333910265396102,8,14.834671491607414,0.14139104388948717,8	502	+200,smallworld,8,1.0,none,federated,2.0,1.0,0.0,8,6.851775663586763,0.15810510278360573,8,41.18866233231586,0.9475403895272178,8,41.18866233231586,0.9475403895272178,8,54.504676050996565,1.0395014171280592,8,18.35286959151451,0.3488138188098085,8,1.0012808806919749,0.0016816864120375893,8,0.0,0.0,8,0.0,0.0,8,0.3177505552577907,0.007153920370344736,8,43.453717499999996,1.288740748856915,8,0.126249599671675,0.012192718379437754,8,51.43125,7.071670720962219,8,1.0,0.0,8,1.0,0.0,8,41.1090170393292,0.7987217624425824,8,41.27145120494099,1.198090174050205,8
503	200,smallworld,8,1.0,none,none,2.0,0.913077295736973,0.006418364120199545,8,4.0,0.0,8,14.0,0.0,8,15.333428477760405,0.10780028545495428,8,15.333428477760405,0.10780028545495428,8,65.21980683835523,0.4584545800142551,8,1.0296540627793431,0.008402582280127116,8,0.0,0.0,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,53.98252,1.3141412530296284,8,0.10602784831689693,0.0059235138062992635,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9149235115800318,0.006405935734785668,8,14.0,0.0,8,14.0,0.0,8	503	200,smallworld,8,1.0,none,none,2.0,0.913077295736973,0.006418364120199545,8,4.0,0.0,8,14.0,0.0,8,15.333428477760405,0.10780028545495428,8,15.333428477760405,0.10780028545495428,8,65.21980683835523,0.4584545800142551,8,1.0296540627793431,0.008402582280127116,8,0.0,0.0,8,0.08692270426302694,0.006418364120199588,8,0.0,0.0,8,53.98252,1.3141412530296284,8,0.10602784831689693,0.0059235138062992635,8,0.0,0.0,8,0.9112471231151941,0.009227131833680964,8,0.9149235115800318,0.006405935734785668,8,14.0,0.0,8,14.0,0.0,8
504	200,smallworld,8,1.0,none,norms,2.0,0.9615739213302099,0.0024251717739572454,8,4.0,0.0,8,12.887455824234724,0.049433034546355864,8,13.402555139578153,0.0664109774238553,8,23.853520338362376,0.2051985199129796,8,41.925241520554664,0.35980338795284905,8,1.0297414833646183,0.009001264296755606,8,0.0,0.0,8,0.03842607866979008,0.0024251717739572336,8,0.43808997626381163,0.0060784518617459,8,56.521792500000004,1.2392963463393247,8,0.10548190769290743,0.005824569904615587,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9651996421764212,0.002983019254758164,8,12.886433375782671,0.07096897064176676,8,12.887918024617163,0.10042797859428454,8	504	200,smallworld,8,1.0,none,norms,2.0,0.9615739213302099,0.0024251717739572454,8,4.0,0.0,8,12.887455824234724,0.049433034546355864,8,13.402555139578153,0.0664109774238553,8,23.853520338362376,0.2051985199129796,8,41.925241520554664,0.35980338795284905,8,1.0297414833646183,0.009001264296755606,8,0.0,0.0,8,0.03842607866979008,0.0024251717739572336,8,0.43808997626381163,0.0060784518617459,8,56.521792500000004,1.2392963463393247,8,0.10548190769290743,0.005824569904615587,8,0.0,0.0,8,0.9579892914145531,0.004399293508755985,8,0.9651996421764212,0.002983019254758164,8,12.886433375782671,0.07096897064176676,8,12.887918024617163,0.10042797859428454,8
505	200,smallworld,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.881988533386037,0.04620932814205159,8,14.881988533386037,0.04620932814205159,8,24.89869155791773,0.1450177638670076,8,40.16394392393235,0.23368160795865278,8,1.0002848101265822,0.0008055646874276984,8,0.0,0.0,8,0.0,0.0,8,0.5629442530961278,0.001445787299837708,8,58.9119125,0.652213768631773,8,0.10592898182548235,0.006064212548687235,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.87415567951314,0.09111876216022757,8,14.890455138736238,0.05488063032305588,8	505	200,smallworld,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.881988533386037,0.04620932814205159,8,14.881988533386037,0.04620932814205159,8,24.89869155791773,0.1450177638670076,8,40.16394392393235,0.23368160795865278,8,1.0002848101265822,0.0008055646874276984,8,0.0,0.0,8,0.0,0.0,8,0.5629442530961278,0.001445787299837708,8,58.9119125,0.652213768631773,8,0.10592898182548235,0.006064212548687235,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.87415567951314,0.09111876216022757,8,14.890455138736238,0.05488063032305588,8
506	−800,lattice,2,0.0,distribution,central,0.5,0.0944046833485211,0.007729073518599652,8,16.0,0.0,8,16.0,0.0,8,170.67697060017846,16.682297357415067,8,313.39966690259405,30.41149945667571,8,3.2129601016503733,0.26105358638756493,8,2.6307731842876505,0.11983941213206012,8,0.9055953166514789,0.007729073518599639,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,3.3544925,0.3425343259441308,8,0.24884990865340578,0.00902859811836467,8,8835.275,209.4461045574389,8,0.18961371178360245,0.01547812822054627,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	506	+800,lattice,2,0.0,distribution,central,0.5,0.02915633232499347,0.0014062567605623757,8,16.0,0.0,8,100.0,0.0,8,3436.6893046777323,163.68679914365862,8,3896.5313275340186,184.98870620513893,8,0.257150930323208,0.012344811065332311,8,2.6498997721072164,0.045362495538867564,8,0.9708436676750065,0.0014062567605623742,8,0.0,0.0,8,0.15329843487480893,0.0009758433777312313,8,-2.08215625,0.06775190264856026,8,0.40756103295504637,0.014750800429007685,8,12735.275,209.4461045574389,8,0.05856632491993215,0.0029345800378366193,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
507	−800,lattice,2,0.0,distribution,central,2.0,0.9696537612561946,0.007557403225740521,8,16.0,0.0,8,16.0,0.0,8,16.501612641640826,0.12866214743685142,8,30.301676047413572,0.15152866258827904,8,33.002200275065974,0.16579116763249235,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,42.601055,0.2526387263606737,8,0.1127312684212503,0.0038059302357284137,8,1195.8,11.732981596459549,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,16.0,0.0,8,16.0,0.0,8	507	+800,lattice,2,0.0,distribution,central,2.0,0.9643546269646364,0.011033792535635722,8,16.0,0.0,8,100.0,0.0,8,103.70816644876412,1.1860540460918365,8,117.5852045565517,1.3066328642098288,8,8.505390062389644,0.09449494887387394,8,1.6870825117324342,0.02550243434587255,8,0.035645373035363685,0.011033792535635733,8,0.0,0.0,8,0.15329843487480893,0.0009758433777312313,8,39.853156250000005,0.5180603063609366,8,0.11616399392829659,0.004940215974378109,8,1195.8,11.732981596459549,8,0.9719279079198864,0.008881595636444055,8,0.9568711707813868,0.015787328115812738,8,100.0,0.0,8,100.0,0.0,8
508	−800,lattice,2,0.0,distribution,federated,0.5,0.9696537612561946,0.007557403225740521,8,6.991991489025692,0.07556758343253887,8,16.0,0.0,8,16.501612641640826,0.12866214743685142,8,30.301676047413572,0.15152866258827904,8,33.002200275065974,0.16579116763249235,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,42.601055,0.2526387263606737,8,0.1127312684212503,0.0038059302357284137,8,35.075,3.083249677114813,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,16.0,0.0,8,16.0,0.0,8	508	+800,lattice,2,0.0,distribution,federated,0.5,0.7224956763253296,0.03410869561440973,8,6.991991489025692,0.07556758343253887,8,45.95194893415415,0.4534055005952333,8,63.74266209139368,3.4486060323262655,8,82.2958378624907,4.227423131094132,8,12.179337216357531,0.6247181388528472,8,2.0478556317093166,0.03862217337843621,8,0.27750432367467043,0.034108695614409684,8,0.0,0.0,8,0.292957897398725,0.0032021188023141816,8,30.61778375,1.397447869786075,8,0.24619058333027544,0.021652251677764685,8,50.64088166726085,20.77687236081255,8,0.8190761553291747,0.027372313680635814,8,0.6268315114968838,0.051859294230497316,8,45.922472592137936,0.476526305924238,8,45.98210404376252,0.47393622231457316,8
509	−800,lattice,2,0.0,distribution,federated,2.0,0.9696537612561946,0.007557403225740521,8,6.991991489025692,0.07556758343253887,8,16.0,0.0,8,16.501612641640826,0.12866214743685142,8,30.301676047413572,0.15152866258827904,8,33.002200275065974,0.16579116763249235,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,42.601055,0.2526387263606737,8,0.1127312684212503,0.0038059302357284137,8,35.075,3.083249677114813,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,16.0,0.0,8,16.0,0.0,8	509	+800,lattice,2,0.0,distribution,federated,2.0,0.9690019530139742,0.007650574656366667,8,6.991991489025692,0.07556758343253887,8,45.95194893415415,0.4534055005952333,8,47.42648934483319,0.7545446533745953,8,61.235906212539064,0.7731872433297269,8,16.332583744994288,0.2077798863882165,8,1.66299878550077,0.021268294270231296,8,0.030998046986025755,0.0076505746563666896,8,0.0,0.0,8,0.292957897398725,0.0032021188023141816,8,41.67653375,0.28522619880356076,8,0.1131583405911671,0.003659003869805649,8,35.075,3.083249677114813,8,0.975528061069161,0.004183142890947775,8,0.9625478236932624,0.01293206148006039,8,45.922472592137936,0.476526305924238,8,45.98210404376252,0.47393622231457316,8
510	800,lattice,2,0.0,distribution,none,2.0,0.1658897928447522,0.008572255743329309,8,4.0,0.0,8,14.0,0.0,8,84.59560439220563,4.475548989597808,8,84.59560439220563,4.475548989597808,8,11.849270917482299,0.6123039816663796,8,2.6015491609685744,0.014648534961420797,8,0.7521947316637914,0.010060159145488178,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,9.34502125,0.4420739188089156,8,0.2984394111348943,0.019626934091519586,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.06774562609194863,0.008991592742427997,8,14.0,0.0,8,14.0,0.0,8	510	800,lattice,2,0.0,distribution,none,2.0,0.1658897928447522,0.008572255743329309,8,4.0,0.0,8,14.0,0.0,8,84.59560439220563,4.475548989597808,8,84.59560439220563,4.475548989597808,8,11.849270917482299,0.6123039816663796,8,2.6015491609685744,0.014648534961420797,8,0.7521947316637914,0.010060159145488178,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,9.34502125,0.4420739188089156,8,0.2984394111348943,0.019626934091519586,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.06774562609194863,0.008991592742427997,8,14.0,0.0,8,14.0,0.0,8
511	800,lattice,2,0.0,distribution,norms,2.0,0.174023839621537,0.008964332229375814,8,4.0,0.0,8,14.0,0.0,8,80.64039799291186,4.255125473213993,8,138.50135121948432,6.878923856436973,8,7.2353607467170376,0.35031938237812676,8,2.6027100089522817,0.013829714672038595,8,0.7872129689179643,0.009534773386389457,8,0.038763191460498586,0.0016977152229343895,8,0.41784140339711556,0.0021168301915512784,8,9.43064625,0.46363719233862455,8,0.29586663725438916,0.019294256357696785,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.0710900764746382,0.009557126292455434,8,14.0,0.0,8,14.0,0.0,8	511	800,lattice,2,0.0,distribution,norms,2.0,0.174023839621537,0.008964332229375814,8,4.0,0.0,8,14.0,0.0,8,80.64039799291186,4.255125473213993,8,138.50135121948432,6.878923856436973,8,7.2353607467170376,0.35031938237812676,8,2.6027100089522817,0.013829714672038595,8,0.7872129689179643,0.009534773386389457,8,0.038763191460498586,0.0016977152229343895,8,0.41784140339711556,0.0021168301915512784,8,9.43064625,0.46363719233862455,8,0.29586663725438916,0.019294256357696785,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.0710900764746382,0.009557126292455434,8,14.0,0.0,8,14.0,0.0,8
512	800,lattice,2,0.0,distribution,records,2.0,0.9839119367683841,0.0030581758317644544,8,2.0,0.0,8,16.0,0.0,8,16.261755765799627,0.050678699385275625,8,26.389423247457803,0.10880365523085368,8,37.89453246435502,0.1560458585505202,8,1.634307724049556,0.007022760660264037,8,0.01608806323161591,0.0030581758317644826,8,0.0,0.0,8,0.5378297629667207,0.0014194074690494754,8,58.2048825,0.4849187986736988,8,0.09213916710413216,0.0018332120267886738,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.981716470497159,0.0037489364422353174,8,16.0,0.0,8,16.0,0.0,8	512	800,lattice,2,0.0,distribution,records,2.0,0.9839119367683841,0.0030581758317644544,8,2.0,0.0,8,16.0,0.0,8,16.261755765799627,0.050678699385275625,8,26.389423247457803,0.10880365523085368,8,37.89453246435502,0.1560458585505202,8,1.634307724049556,0.007022760660264037,8,0.01608806323161591,0.0030581758317644826,8,0.0,0.0,8,0.5378297629667207,0.0014194074690494754,8,58.2048825,0.4849187986736988,8,0.09213916710413216,0.0018332120267886738,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.981716470497159,0.0037489364422353174,8,16.0,0.0,8,16.0,0.0,8
513	−800,lattice,2,0.0,network,central,0.5,0.09452535924733738,0.007835126250104664,8,16.0,0.0,8,16.0,0.0,8,170.49776976302044,16.98545739641753,8,313.22046606543597,30.73729952876769,8,3.215235631168164,0.2633541349949175,8,2.6307731842876505,0.11983941213206012,8,0.9054746407526626,0.00783512625010465,8,0.0,0.0,8,0.5917885340732266,0.0011892288038467987,8,3.3550675,0.3433607512203039,8,0.24884990865340578,0.00902859811836467,8,8867.5375,178.5284206065956,8,0.18961371178360245,0.01547812822054627,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	513	+800,lattice,2,0.0,network,central,0.5,0.029192333041577777,0.0014384723451618872,8,16.0,0.0,8,100.0,0.0,8,3432.867051956339,169.7014499713639,8,3892.709074812625,191.25457674027533,8,0.2574322366809214,0.012612599126032959,8,2.6498997721072164,0.045362495538867564,8,0.9708076669584222,0.001438472345161921,8,0.0,0.0,8,0.15341444470888652,0.0006395122416701969,8,-2.0785625,0.0693543888301236,8,0.40756103295504637,0.014750800429007685,8,12767.5375,178.5284206065956,8,0.05856632491993215,0.0029345800378366193,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
514	−800,lattice,2,0.0,network,central,2.0,0.8822175945412374,0.011062232848187002,8,16.0,0.0,8,16.0,0.0,8,18.13863635660363,0.22980095322576474,8,33.32586805237986,0.4158109585424384,8,30.010780444258586,0.37193083368445334,8,1.7202436676189858,0.017444860582676216,8,0.11778240545876267,0.011062232848186962,8,0.0,0.0,8,0.5917885340732266,0.0011892288038467987,8,38.6350675,0.5167421798910656,8,0.140883649841435,0.0042598328586503425,8,1194.3625,7.632437824368865,8,0.9757370562204735,0.004084036007655936,8,0.7892704406810125,0.022916489538953488,8,16.0,0.0,8,16.0,0.0,8	514	+800,lattice,2,0.0,network,central,2.0,0.8785177838626155,0.009800669065640191,8,16.0,0.0,8,100.0,0.0,8,113.84052423482427,1.2741330513678246,8,129.0911785067454,1.4199545329172176,8,7.747280216841386,0.0849488421799077,8,1.7426804111300283,0.021172214237601145,8,0.12148221613738458,0.009800669065640196,8,0.0,0.0,8,0.15341444470888652,0.0006395122416701969,8,35.96096875,0.4342640827040461,8,0.14295859090053506,0.004653059175733659,8,1194.3625,7.632437824368865,8,0.9719279079198864,0.008881595636444055,8,0.7856825555299908,0.021245642321376428,8,100.0,0.0,8,100.0,0.0,8
515	−800,lattice,2,0.0,network,federated,0.5,0.8822175945412374,0.011062232848187002,8,7.105901253413512,0.08980220300974619,8,16.0,0.0,8,18.13863635660363,0.22980095322576474,8,33.32586805237986,0.4158109585424384,8,30.010780444258586,0.37193083368445334,8,1.7202436676189858,0.017444860582676216,8,0.11778240545876267,0.011062232848186962,8,0.0,0.0,8,0.5917885340732266,0.0011892288038467987,8,38.6350675,0.5167421798910656,8,0.140883649841435,0.0042598328586503425,8,44.3125,6.010630463722469,8,0.9757370562204735,0.004084036007655936,8,0.7892704406810125,0.022916489538953488,8,16.0,0.0,8,16.0,0.0,8	515	+800,lattice,2,0.0,network,federated,0.5,0.6502102751800889,0.029697475264104798,8,7.105901253413512,0.08980220300974619,8,46.635407520481074,0.5388132180584787,8,71.86165324511978,3.542140881175674,8,92.49821303591388,4.34785280485984,8,10.832348346334733,0.519075593793101,8,2.098761321804772,0.03437581376507385,8,0.34978972481991116,0.029697475264104798,8,0.0,0.0,8,0.2898111622493143,0.0030754254995275674,8,27.32342125,1.190974644415685,8,0.2590854980670837,0.02329691878449302,8,138.9895368812412,52.869947081770576,8,0.8190761553291747,0.027372313680635814,8,0.4824107035971377,0.04863679644507758,8,45.922472592137936,0.476526305924238,8,47.3442789252706,0.8453221303435515,8
516	−800,lattice,2,0.0,network,federated,2.0,0.8822175945412374,0.011062232848187002,8,7.105901253413512,0.08980220300974619,8,16.0,0.0,8,18.13863635660363,0.22980095322576474,8,33.32586805237986,0.4158109585424384,8,30.010780444258586,0.37193083368445334,8,1.7202436676189858,0.017444860582676216,8,0.11778240545876267,0.011062232848186962,8,0.0,0.0,8,0.5917885340732266,0.0011892288038467987,8,38.6350675,0.5167421798910656,8,0.140883649841435,0.0042598328586503425,8,44.3125,6.010630463722469,8,0.9757370562204735,0.004084036007655936,8,0.7892704406810125,0.022916489538953488,8,16.0,0.0,8,16.0,0.0,8	516	+800,lattice,2,0.0,network,federated,2.0,0.881698491551204,0.010569181311016208,8,7.105901253413512,0.08980220300974619,8,46.635407520481074,0.5388132180584787,8,52.90099885570919,0.9885819634324591,8,68.09692107217136,1.11124340179506,8,14.68835736769074,0.23854268180905808,8,1.7205430453585304,0.017672210450746538,8,0.11830150844879589,0.010569181311016185,8,0.0,0.0,8,0.2898111622493143,0.0030754254995275674,8,37.69685875,0.47814414674828404,8,0.14107204549084218,0.004347244160703852,8,44.3125,6.010630463722469,8,0.975528061069161,0.004183142890947775,8,0.7884452219980616,0.02207009985925236,8,45.922472592137936,0.476526305924238,8,47.3442789252706,0.8453221303435515,8
517	800,lattice,2,0.0,network,none,2.0,0.1564601145351216,0.007162792011880835,8,4.0,0.0,8,14.0,0.0,8,89.64490129320194,4.126560964109244,8,89.64490129320194,4.126560964109244,8,11.1757224667944,0.5116280008486315,8,2.587175521585245,0.014272298574552289,8,0.760604182518237,0.0091232298965969,8,0.0829357029466414,0.002466641410141614,8,0.0,0.0,8,8.79715875,0.39989669923931603,8,0.296457693639732,0.017390426473091004,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.04921144339641478,0.003869751084097022,8,14.0,0.0,8,14.0,0.0,8	517	800,lattice,2,0.0,network,none,2.0,0.1564601145351216,0.007162792011880835,8,4.0,0.0,8,14.0,0.0,8,89.64490129320194,4.126560964109244,8,89.64490129320194,4.126560964109244,8,11.1757224667944,0.5116280008486315,8,2.587175521585245,0.014272298574552289,8,0.760604182518237,0.0091232298965969,8,0.0829357029466414,0.002466641410141614,8,0.0,0.0,8,8.79715875,0.39989669923931603,8,0.296457693639732,0.017390426473091004,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.04921144339641478,0.003869751084097022,8,14.0,0.0,8,14.0,0.0,8
518	800,lattice,2,0.0,network,norms,2.0,0.16418809843052112,0.0075384262123757454,8,4.0,0.0,8,14.0,0.0,8,85.42717374908594,3.96249320892436,8,146.6436040597833,6.628953225356234,8,6.831289364365069,0.30438847845713285,8,2.5885822505652905,0.014372159377164117,8,0.7963495832959053,0.008662579872825649,8,0.03946231827357353,0.0014104398995515937,8,0.4174766497179214,0.0018418446768394187,8,8.85934625,0.4236739527948178,8,0.2936714062603141,0.017663444763671297,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.05176221513695401,0.004047332847611743,8,14.0,0.0,8,14.0,0.0,8	518	800,lattice,2,0.0,network,norms,2.0,0.16418809843052112,0.0075384262123757454,8,4.0,0.0,8,14.0,0.0,8,85.42717374908594,3.96249320892436,8,146.6436040597833,6.628953225356234,8,6.831289364365069,0.30438847845713285,8,2.5885822505652905,0.014372159377164117,8,0.7963495832959053,0.008662579872825649,8,0.03946231827357353,0.0014104398995515937,8,0.4174766497179214,0.0018418446768394187,8,8.85934625,0.4236739527948178,8,0.2936714062603141,0.017663444763671297,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.05176221513695401,0.004047332847611743,8,14.0,0.0,8,14.0,0.0,8
519	800,lattice,2,0.0,network,records,2.0,0.9201541893208837,0.004363286659197122,8,2.0,0.0,8,16.0,0.0,8,17.388732225393323,0.08245623833850874,8,28.23420659931771,0.11337091227003286,8,35.41853101384056,0.14236140481179696,8,1.6918959428866014,0.009026089535126456,8,0.07984581067911631,0.004363286659197154,8,0.0,0.0,8,0.5380944446620055,0.0009461708160718619,8,54.282415,0.2658860076907286,8,0.12162789669700097,0.0032785071333155764,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.8543840254594569,0.01078016736835261,8,16.0,0.0,8,16.0,0.0,8	519	800,lattice,2,0.0,network,records,2.0,0.9201541893208837,0.004363286659197122,8,2.0,0.0,8,16.0,0.0,8,17.388732225393323,0.08245623833850874,8,28.23420659931771,0.11337091227003286,8,35.41853101384056,0.14236140481179696,8,1.6918959428866014,0.009026089535126456,8,0.07984581067911631,0.004363286659197154,8,0.0,0.0,8,0.5380944446620055,0.0009461708160718619,8,54.282415,0.2658860076907286,8,0.12162789669700097,0.0032785071333155764,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.8543840254594569,0.01078016736835261,8,16.0,0.0,8,16.0,0.0,8
520	−800,lattice,2,0.0,none,central,0.5,0.0944046833485211,0.007729073518599652,8,16.0,0.0,8,16.0,0.0,8,170.67697060017846,16.682297357415067,8,313.39966690259405,30.41149945667571,8,3.2129601016503733,0.26105358638756493,8,2.6307731842876505,0.11983941213206012,8,0.9055953166514789,0.007729073518599639,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,3.3544925,0.3425343259441308,8,0.24884990865340578,0.00902859811836467,8,8835.275,209.4461045574389,8,0.18961371178360245,0.01547812822054627,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	520	+800,lattice,2,0.0,none,central,0.5,0.02915633232499347,0.0014062567605623757,8,16.0,0.0,8,100.0,0.0,8,3436.6893046777323,163.68679914365862,8,3896.5313275340186,184.98870620513893,8,0.257150930323208,0.012344811065332311,8,2.6498997721072164,0.045362495538867564,8,0.9708436676750065,0.0014062567605623742,8,0.0,0.0,8,0.15329843487480893,0.0009758433777312313,8,-2.08215625,0.06775190264856026,8,0.40756103295504637,0.014750800429007685,8,12735.275,209.4461045574389,8,0.05856632491993215,0.0029345800378366193,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
521	−800,lattice,2,0.0,none,central,2.0,0.9696537612561946,0.007557403225740521,8,16.0,0.0,8,16.0,0.0,8,16.501612641640826,0.12866214743685142,8,30.301676047413572,0.15152866258827904,8,33.002200275065974,0.16579116763249235,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,42.601055,0.2526387263606737,8,0.1127312684212503,0.0038059302357284137,8,1195.8,11.732981596459549,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,16.0,0.0,8,16.0,0.0,8	521	+800,lattice,2,0.0,none,central,2.0,0.9643546269646364,0.011033792535635722,8,16.0,0.0,8,100.0,0.0,8,103.70816644876412,1.1860540460918365,8,117.5852045565517,1.3066328642098288,8,8.505390062389644,0.09449494887387394,8,1.6870825117324342,0.02550243434587255,8,0.035645373035363685,0.011033792535635733,8,0.0,0.0,8,0.15329843487480893,0.0009758433777312313,8,39.853156250000005,0.5180603063609366,8,0.11616399392829659,0.004940215974378109,8,1195.8,11.732981596459549,8,0.9719279079198864,0.008881595636444055,8,0.9568711707813868,0.015787328115812738,8,100.0,0.0,8,100.0,0.0,8
522	−800,lattice,2,0.0,none,federated,0.5,0.9696537612561946,0.007557403225740521,8,6.991991489025692,0.07556758343253887,8,16.0,0.0,8,16.501612641640826,0.12866214743685142,8,30.301676047413572,0.15152866258827904,8,33.002200275065974,0.16579116763249235,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,42.601055,0.2526387263606737,8,0.1127312684212503,0.0038059302357284137,8,35.075,3.083249677114813,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,16.0,0.0,8,16.0,0.0,8	522	+800,lattice,2,0.0,none,federated,0.5,0.7224956763253296,0.03410869561440973,8,6.991991489025692,0.07556758343253887,8,45.95194893415415,0.4534055005952333,8,63.74266209139368,3.4486060323262655,8,82.2958378624907,4.227423131094132,8,12.179337216357531,0.6247181388528472,8,2.0478556317093166,0.03862217337843621,8,0.27750432367467043,0.034108695614409684,8,0.0,0.0,8,0.292957897398725,0.0032021188023141816,8,30.61778375,1.397447869786075,8,0.24619058333027544,0.021652251677764685,8,50.64088166726085,20.77687236081255,8,0.8190761553291747,0.027372313680635814,8,0.6268315114968838,0.051859294230497316,8,45.922472592137936,0.476526305924238,8,45.98210404376252,0.47393622231457316,8
523	−800,lattice,2,0.0,none,federated,2.0,0.9696537612561946,0.007557403225740521,8,6.991991489025692,0.07556758343253887,8,16.0,0.0,8,16.501612641640826,0.12866214743685142,8,30.301676047413572,0.15152866258827904,8,33.002200275065974,0.16579116763249235,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,42.601055,0.2526387263606737,8,0.1127312684212503,0.0038059302357284137,8,35.075,3.083249677114813,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,16.0,0.0,8,16.0,0.0,8	523	+800,lattice,2,0.0,none,federated,2.0,0.9690019530139742,0.007650574656366667,8,6.991991489025692,0.07556758343253887,8,45.95194893415415,0.4534055005952333,8,47.42648934483319,0.7545446533745953,8,61.235906212539064,0.7731872433297269,8,16.332583744994288,0.2077798863882165,8,1.66299878550077,0.021268294270231296,8,0.030998046986025755,0.0076505746563666896,8,0.0,0.0,8,0.292957897398725,0.0032021188023141816,8,41.67653375,0.28522619880356076,8,0.1131583405911671,0.003659003869805649,8,35.075,3.083249677114813,8,0.975528061069161,0.004183142890947775,8,0.9625478236932624,0.01293206148006039,8,45.922472592137936,0.476526305924238,8,45.98210404376252,0.47393622231457316,8
524	800,lattice,2,0.0,none,none,2.0,0.1658897928447522,0.008572255743329309,8,4.0,0.0,8,14.0,0.0,8,84.59560439220563,4.475548989597808,8,84.59560439220563,4.475548989597808,8,11.849270917482299,0.6123039816663796,8,2.6015491609685744,0.014648534961420797,8,0.7521947316637914,0.010060159145488178,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,9.34502125,0.4420739188089156,8,0.2984394111348943,0.019626934091519586,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.06774562609194863,0.008991592742427997,8,14.0,0.0,8,14.0,0.0,8	524	800,lattice,2,0.0,none,none,2.0,0.1658897928447522,0.008572255743329309,8,4.0,0.0,8,14.0,0.0,8,84.59560439220563,4.475548989597808,8,84.59560439220563,4.475548989597808,8,11.849270917482299,0.6123039816663796,8,2.6015491609685744,0.014648534961420797,8,0.7521947316637914,0.010060159145488178,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,9.34502125,0.4420739188089156,8,0.2984394111348943,0.019626934091519586,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.06774562609194863,0.008991592742427997,8,14.0,0.0,8,14.0,0.0,8
525	800,lattice,2,0.0,none,norms,2.0,0.174023839621537,0.008964332229375814,8,4.0,0.0,8,14.0,0.0,8,80.64039799291186,4.255125473213993,8,138.50135121948432,6.878923856436973,8,7.2353607467170376,0.35031938237812676,8,2.6027100089522817,0.013829714672038595,8,0.7872129689179643,0.009534773386389457,8,0.038763191460498586,0.0016977152229343895,8,0.41784140339711556,0.0021168301915512784,8,9.43064625,0.46363719233862455,8,0.29586663725438916,0.019294256357696785,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.0710900764746382,0.009557126292455434,8,14.0,0.0,8,14.0,0.0,8	525	800,lattice,2,0.0,none,norms,2.0,0.174023839621537,0.008964332229375814,8,4.0,0.0,8,14.0,0.0,8,80.64039799291186,4.255125473213993,8,138.50135121948432,6.878923856436973,8,7.2353607467170376,0.35031938237812676,8,2.6027100089522817,0.013829714672038595,8,0.7872129689179643,0.009534773386389457,8,0.038763191460498586,0.0016977152229343895,8,0.41784140339711556,0.0021168301915512784,8,9.43064625,0.46363719233862455,8,0.29586663725438916,0.019294256357696785,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.0710900764746382,0.009557126292455434,8,14.0,0.0,8,14.0,0.0,8
526	800,lattice,2,0.0,none,records,2.0,0.9839119367683841,0.0030581758317644544,8,2.0,0.0,8,16.0,0.0,8,16.261755765799627,0.050678699385275625,8,26.389423247457803,0.10880365523085368,8,37.89453246435502,0.1560458585505202,8,1.634307724049556,0.007022760660264037,8,0.01608806323161591,0.0030581758317644826,8,0.0,0.0,8,0.5378297629667207,0.0014194074690494754,8,58.2048825,0.4849187986736988,8,0.09213916710413216,0.0018332120267886738,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.981716470497159,0.0037489364422353174,8,16.0,0.0,8,16.0,0.0,8	526	800,lattice,2,0.0,none,records,2.0,0.9839119367683841,0.0030581758317644544,8,2.0,0.0,8,16.0,0.0,8,16.261755765799627,0.050678699385275625,8,26.389423247457803,0.10880365523085368,8,37.89453246435502,0.1560458585505202,8,1.634307724049556,0.007022760660264037,8,0.01608806323161591,0.0030581758317644826,8,0.0,0.0,8,0.5378297629667207,0.0014194074690494754,8,58.2048825,0.4849187986736988,8,0.09213916710413216,0.0018332120267886738,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.981716470497159,0.0037489364422353174,8,16.0,0.0,8,16.0,0.0,8
527	−800,lattice,2,1.0,distribution,central,0.5,0.0944046833485211,0.007729073518599652,8,16.0,0.0,8,15.41789509125625,0.04161482918724218,8,164.44275880178003,15.719876318957631,8,307.1654551041956,29.442515149788374,8,3.277688050804232,0.2639159262461108,8,2.6307731842876505,0.11983941213206012,8,0.9055953166514789,0.007729073518599639,8,0.0,0.0,8,0.6035277587484899,0.0021453979183597618,8,3.3718925,0.34171109798441474,8,0.24884990865340578,0.00902859811836467,8,8835.275,209.4461045574389,8,0.18961371178360245,0.01547812822054627,8,0.0,0.0,8,14.886204843122764,0.06966728478712389,8,15.945393844551765,0.030676804413366593,8	527	+800,lattice,2,1.0,distribution,central,0.5,0.02915633232499347,0.0014062567605623757,8,16.0,0.0,8,95.34316073005,0.33291863349793743,8,3276.6511995252527,156.31172261683605,8,3736.493222381539,177.50224638363034,8,0.2681678851476018,0.012934443392501603,8,2.6498997721072164,0.045362495538867564,8,0.9708436676750065,0.0014062567605623742,8,0.0,0.0,8,0.15986613677685438,0.0012006282027334223,8,-1.94295625,0.06867270760384253,8,0.40756103295504637,0.014750800429007685,8,12735.275,209.4461045574389,8,0.05856632491993215,0.0029345800378366193,8,0.0,0.0,8,91.08963874498211,0.5573382782969911,8,99.56315075641412,0.24541443530693274,8
528	−800,lattice,2,1.0,distribution,central,2.0,0.9696537612561946,0.007557403225740521,8,16.0,0.0,8,15.41789509125625,0.04161482918724218,8,15.901218045590662,0.12566225660608554,8,29.701281451363407,0.13689711447718694,8,33.66920934241976,0.15580597448757927,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.6035277587484899,0.0021453979183597618,8,42.618455,0.25211670416977094,8,0.1127312684212503,0.0038059302357284137,8,1195.8,11.732981596459549,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,14.886204843122764,0.06966728478712389,8,15.945393844551765,0.030676804413366593,8	528	+800,lattice,2,1.0,distribution,central,2.0,0.9643546269646364,0.011033792535635722,8,16.0,0.0,8,95.34316073005,0.33291863349793743,8,98.877411101133,1.0583714720254733,8,112.75444920892059,1.162217077488839,8,8.869654130066479,0.09142159312617898,8,1.6870825117324342,0.02550243434587255,8,0.035645373035363685,0.011033792535635733,8,0.0,0.0,8,0.15986613677685438,0.0012006282027334223,8,39.99235625,0.5139465523055738,8,0.11616399392829659,0.004940215974378109,8,1195.8,11.732981596459549,8,0.9719279079198864,0.008881595636444055,8,0.9568711707813868,0.015787328115812738,8,91.08963874498211,0.5573382782969911,8,99.56315075641412,0.24541443530693274,8
529	−800,lattice,2,1.0,distribution,federated,0.5,0.9696537612561946,0.007557403225740521,8,6.991991489025692,0.07556758343253887,8,15.41789509125625,0.04161482918724218,8,15.901218045590662,0.12566225660608554,8,29.701281451363407,0.13689711447718694,8,33.66920934241976,0.15580597448757927,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.6035277587484899,0.0021453979183597618,8,42.618455,0.25211670416977094,8,0.1127312684212503,0.0038059302357284137,8,35.075,3.083249677114813,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,14.886204843122764,0.06966728478712389,8,15.945393844551765,0.030676804413366593,8	529	+800,lattice,2,1.0,distribution,federated,0.5,0.7224956763253296,0.03410869561440973,8,6.991991489025692,0.07556758343253887,8,43.897772276646656,0.3305727381046536,8,60.889970769225386,3.205098619735277,8,79.4431465403224,3.9845694869591397,8,12.61526451367362,0.6305078873431573,8,2.0478556317093166,0.03862217337843621,8,0.27750432367467043,0.034108695614409684,8,0.0,0.0,8,0.3034572560179424,0.00291950359052441,8,30.679195,1.3949441387535395,8,0.24619058333027544,0.021652251677764685,8,50.64088166726085,20.77687236081255,8,0.8190761553291747,0.027372313680635814,8,0.6268315114968838,0.051859294230497316,8,42.028105587832215,0.44031488618970216,8,45.75358884941491,0.37187690391157224,8
530	−800,lattice,2,1.0,distribution,federated,2.0,0.9696537612561946,0.007557403225740521,8,6.991991489025692,0.07556758343253887,8,15.41789509125625,0.04161482918724218,8,15.901218045590662,0.12566225660608554,8,29.701281451363407,0.13689711447718694,8,33.66920934241976,0.15580597448757927,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.6035277587484899,0.0021453979183597618,8,42.618455,0.25211670416977094,8,0.1127312684212503,0.0038059302357284137,8,35.075,3.083249677114813,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,14.886204843122764,0.06966728478712389,8,15.945393844551765,0.030676804413366593,8	530	+800,lattice,2,1.0,distribution,federated,2.0,0.9690019530139742,0.007650574656366667,8,6.991991489025692,0.07556758343253887,8,43.897772276646656,0.3305727381046536,8,45.30607072688089,0.6346985820085237,8,59.11548759458676,0.6478805341850657,8,16.917834483455987,0.18704927059006277,8,1.66299878550077,0.021268294270231296,8,0.030998046986025755,0.0076505746563666896,8,0.0,0.0,8,0.3034572560179424,0.00291950359052441,8,41.737944999999996,0.2835840771522373,8,0.1131583405911671,0.003659003869805649,8,35.075,3.083249677114813,8,0.975528061069161,0.004183142890947775,8,0.9625478236932624,0.01293206148006039,8,42.028105587832215,0.44031488618970216,8,45.75358884941491,0.37187690391157224,8
531	800,lattice,2,1.0,distribution,none,2.0,0.1658897928447522,0.008572255743329309,8,4.0,0.0,8,14.0,0.0,8,84.59560439220563,4.475548989597808,8,84.59560439220563,4.475548989597808,8,11.849270917482299,0.6123039816663796,8,2.6015491609685744,0.014648534961420797,8,0.7521947316637914,0.010060159145488178,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,9.34502125,0.4420739188089156,8,0.2984394111348943,0.019626934091519586,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.06774562609194863,0.008991592742427997,8,14.0,0.0,8,14.0,0.0,8	531	800,lattice,2,1.0,distribution,none,2.0,0.1658897928447522,0.008572255743329309,8,4.0,0.0,8,14.0,0.0,8,84.59560439220563,4.475548989597808,8,84.59560439220563,4.475548989597808,8,11.849270917482299,0.6123039816663796,8,2.6015491609685744,0.014648534961420797,8,0.7521947316637914,0.010060159145488178,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,9.34502125,0.4420739188089156,8,0.2984394111348943,0.019626934091519586,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.06774562609194863,0.008991592742427997,8,14.0,0.0,8,14.0,0.0,8
532	800,lattice,2,1.0,distribution,norms,2.0,0.174023839621537,0.008964332229375814,8,4.0,0.0,8,13.434854346145102,0.023881642162604758,8,77.38130384854914,3.9991411566319015,8,135.2422570751216,6.621113563500746,8,7.409284500455811,0.35377939677266657,8,2.6027100089522817,0.013829714672038595,8,0.7872129689179643,0.009534773386389457,8,0.038763191460498586,0.0016977152229343895,8,0.4278971550277752,0.0019969992301025682,8,9.453146875,0.46288666109640936,8,0.29586663725438916,0.019294256357696785,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.0710900764746382,0.009557126292455434,8,12.917125918019126,0.059012421029730526,8,13.952272549285015,0.03676533070426737,8	532	800,lattice,2,1.0,distribution,norms,2.0,0.174023839621537,0.008964332229375814,8,4.0,0.0,8,13.434854346145102,0.023881642162604758,8,77.38130384854914,3.9991411566319015,8,135.2422570751216,6.621113563500746,8,7.409284500455811,0.35377939677266657,8,2.6027100089522817,0.013829714672038595,8,0.7872129689179643,0.009534773386389457,8,0.038763191460498586,0.0016977152229343895,8,0.4278971550277752,0.0019969992301025682,8,9.453146875,0.46288666109640936,8,0.29586663725438916,0.019294256357696785,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.0710900764746382,0.009557126292455434,8,12.917125918019126,0.059012421029730526,8,13.952272549285015,0.03676533070426737,8
533	800,lattice,2,1.0,distribution,records,2.0,0.9839119367683841,0.0030581758317644544,8,2.0,0.0,8,15.426448948651746,0.030600444591404218,8,15.67885059957777,0.06632438162817263,8,25.806518081235946,0.10572678933709663,8,38.75046776401598,0.15832830022303648,8,1.634307724049556,0.007022760660264037,8,0.01608806323161591,0.0030581758317644826,8,0.0,0.0,8,0.5499791248474717,0.0018935585625528013,8,58.227901875,0.484514632640139,8,0.09213916710413216,0.0018332120267886738,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.981716470497159,0.0037489364422353174,8,14.899296894345234,0.0427524299901656,8,15.950132900007453,0.033908941693931764,8	533	800,lattice,2,1.0,distribution,records,2.0,0.9839119367683841,0.0030581758317644544,8,2.0,0.0,8,15.426448948651746,0.030600444591404218,8,15.67885059957777,0.06632438162817263,8,25.806518081235946,0.10572678933709663,8,38.75046776401598,0.15832830022303648,8,1.634307724049556,0.007022760660264037,8,0.01608806323161591,0.0030581758317644826,8,0.0,0.0,8,0.5499791248474717,0.0018935585625528013,8,58.227901875,0.484514632640139,8,0.09213916710413216,0.0018332120267886738,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.981716470497159,0.0037489364422353174,8,14.899296894345234,0.0427524299901656,8,15.950132900007453,0.033908941693931764,8
534	−800,lattice,2,1.0,network,central,0.5,0.09452535924733738,0.007835126250104664,8,16.0,0.0,8,14.886084499768833,0.04138918238589281,8,158.61289551479283,15.595409757923528,8,301.3355918172084,29.35176116826645,8,3.3417487082117687,0.27230892182584165,8,2.6307731842876505,0.11983941213206012,8,0.9054746407526626,0.00783512625010465,8,0.0,0.0,8,0.6150978456154129,0.0008918372585129862,8,3.3883324999999997,0.3428695484853846,8,0.24884990865340578,0.00902859811836467,8,8867.5375,178.5284206065956,8,0.18961371178360245,0.01547812822054627,8,0.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.885860251551799,0.05432340679333525,8	534	+800,lattice,2,1.0,network,central,0.5,0.029192333041577777,0.0014384723451618872,8,16.0,0.0,8,91.08867599815066,0.33111345908714246,8,3126.6856069057767,148.46817095466784,8,3586.527629762063,170.06754007297835,8,0.2793709286576293,0.013259522904417146,8,2.6498997721072164,0.045362495538867564,8,0.9708076669584222,0.001438472345161921,8,0.0,0.0,8,0.16649925349607034,0.0005231121822121174,8,-1.8124425000000002,0.06326632273854024,8,0.40756103295504637,0.014750800429007685,8,12767.5375,178.5284206065956,8,0.05856632491993215,0.0029345800378366193,8,0.0,0.0,8,91.08963874498211,0.5573382782969911,8,91.08688201241439,0.434587254346682,8
535	−800,lattice,2,1.0,network,central,2.0,0.8822175945412374,0.011062232848187002,8,16.0,0.0,8,14.886084499768833,0.04138918238589281,8,16.87595402193551,0.2293671415971145,8,32.06318571771174,0.42102281459197366,8,31.19310373863762,0.4079625555673088,8,1.7202436676189858,0.017444860582676216,8,0.11778240545876267,0.011062232848186962,8,0.0,0.0,8,0.6150978456154129,0.0008918372585129862,8,38.6683325,0.5174972986057853,8,0.140883649841435,0.0042598328586503425,8,1194.3625,7.632437824368865,8,0.9757370562204735,0.004084036007655936,8,0.7892704406810125,0.022916489538953488,8,14.886204843122764,0.06966728478712389,8,14.885860251551799,0.05432340679333525,8	535	+800,lattice,2,1.0,network,central,2.0,0.8785177838626155,0.009800669065640191,8,16.0,0.0,8,91.08867599815066,0.33111345908714246,8,103.69567399561687,1.204745329750768,8,118.94632826753798,1.3617802296252255,8,8.408115958313322,0.09611815429161309,8,1.7426804111300283,0.021172214237601145,8,0.12148221613738458,0.009800669065640196,8,0.0,0.0,8,0.16649925349607034,0.0005231121822121174,8,36.22708875,0.43787909764609456,8,0.14295859090053506,0.004653059175733659,8,1194.3625,7.632437824368865,8,0.9719279079198864,0.008881595636444055,8,0.7856825555299908,0.021245642321376428,8,91.08963874498211,0.5573382782969911,8,91.08688201241439,0.434587254346682,8
536	−800,lattice,2,1.0,network,federated,0.5,0.8822175945412374,0.011062232848187002,8,7.105901253413512,0.08980220300974619,8,14.886084499768833,0.04138918238589281,8,16.87595402193551,0.2293671415971145,8,32.06318571771174,0.42102281459197366,8,31.19310373863762,0.4079625555673088,8,1.7202436676189858,0.017444860582676216,8,0.11778240545876267,0.011062232848186962,8,0.0,0.0,8,0.6150978456154129,0.0008918372585129862,8,38.6683325,0.5174972986057853,8,0.140883649841435,0.0042598328586503425,8,44.3125,6.010630463722469,8,0.9757370562204735,0.004084036007655936,8,0.7892704406810125,0.022916489538953488,8,14.886204843122764,0.06966728478712389,8,14.885860251551799,0.05432340679333525,8	536	+800,lattice,2,1.0,network,federated,0.5,0.6502102751800889,0.029697475264104798,8,7.105901253413512,0.08980220300974619,8,42.66457748284962,0.4903014747762259,8,65.74110587347478,3.2000513363528778,8,86.37766566426887,4.007534752628699,8,11.599287059668224,0.5478531838093984,8,2.098761321804772,0.03437581376507385,8,0.34978972481991116,0.029697475264104798,8,0.0,0.0,8,0.3103364657481237,0.0030628932562706624,8,27.44200125,1.1893647033838517,8,0.2590854980670837,0.02329691878449302,8,138.9895368812412,52.869947081770576,8,0.8190761553291747,0.027372313680635814,8,0.4824107035971377,0.04863679644507758,8,42.028105587832215,0.44031488618970216,8,43.29733127903862,0.7752934271125036,8
537	−800,lattice,2,1.0,network,federated,2.0,0.8822175945412374,0.011062232848187002,8,7.105901253413512,0.08980220300974619,8,14.886084499768833,0.04138918238589281,8,16.87595402193551,0.2293671415971145,8,32.06318571771174,0.42102281459197366,8,31.19310373863762,0.4079625555673088,8,1.7202436676189858,0.017444860582676216,8,0.11778240545876267,0.011062232848186962,8,0.0,0.0,8,0.6150978456154129,0.0008918372585129862,8,38.6683325,0.5174972986057853,8,0.140883649841435,0.0042598328586503425,8,44.3125,6.010630463722469,8,0.9757370562204735,0.004084036007655936,8,0.7892704406810125,0.022916489538953488,8,14.886204843122764,0.06966728478712389,8,14.885860251551799,0.05432340679333525,8	537	+800,lattice,2,1.0,network,federated,2.0,0.881698491551204,0.010569181311016208,8,7.105901253413512,0.08980220300974619,8,42.66457748284962,0.4903014747762259,8,48.39699344155015,0.9209725803628698,8,63.59291565801233,1.0554355877743793,8,15.728802471719098,0.2603572061861431,8,1.7205430453585304,0.017672210450746538,8,0.11830150844879589,0.010569181311016185,8,0.0,0.0,8,0.3103364657481237,0.0030628932562706624,8,37.81543875,0.4800949732809567,8,0.14107204549084218,0.004347244160703852,8,44.3125,6.010630463722469,8,0.975528061069161,0.004183142890947775,8,0.7884452219980616,0.02207009985925236,8,42.028105587832215,0.44031488618970216,8,43.29733127903862,0.7752934271125036,8
538	800,lattice,2,1.0,network,none,2.0,0.1564601145351216,0.007162792011880835,8,4.0,0.0,8,14.0,0.0,8,89.64490129320194,4.126560964109244,8,89.64490129320194,4.126560964109244,8,11.1757224667944,0.5116280008486315,8,2.587175521585245,0.014272298574552289,8,0.760604182518237,0.0091232298965969,8,0.0829357029466414,0.002466641410141614,8,0.0,0.0,8,8.79715875,0.39989669923931603,8,0.296457693639732,0.017390426473091004,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.04921144339641478,0.003869751084097022,8,14.0,0.0,8,14.0,0.0,8	538	800,lattice,2,1.0,network,none,2.0,0.1564601145351216,0.007162792011880835,8,4.0,0.0,8,14.0,0.0,8,89.64490129320194,4.126560964109244,8,89.64490129320194,4.126560964109244,8,11.1757224667944,0.5116280008486315,8,2.587175521585245,0.014272298574552289,8,0.760604182518237,0.0091232298965969,8,0.0829357029466414,0.002466641410141614,8,0.0,0.0,8,8.79715875,0.39989669923931603,8,0.296457693639732,0.017390426473091004,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.04921144339641478,0.003869751084097022,8,14.0,0.0,8,14.0,0.0,8
539	800,lattice,2,1.0,network,norms,2.0,0.16418809843052112,0.0075384262123757454,8,4.0,0.0,8,12.903046249248302,0.03940023002448591,8,78.72674940193933,3.481692413609912,8,139.94317971263672,6.142170867379034,8,7.157664788962188,0.3101608639508092,8,2.5885822505652905,0.014372159377164117,8,0.7963495832959053,0.008662579872825649,8,0.03946231827357353,0.0014104398995515937,8,0.4374436985058895,0.0019908548048892874,8,8.90308,0.4224329174132688,8,0.2936714062603141,0.017663444763671297,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.05176221513695401,0.004047332847611743,8,12.917125918019126,0.059012421029730526,8,12.88931046322176,0.04087113450910117,8	539	800,lattice,2,1.0,network,norms,2.0,0.16418809843052112,0.0075384262123757454,8,4.0,0.0,8,12.903046249248302,0.03940023002448591,8,78.72674940193933,3.481692413609912,8,139.94317971263672,6.142170867379034,8,7.157664788962188,0.3101608639508092,8,2.5885822505652905,0.014372159377164117,8,0.7963495832959053,0.008662579872825649,8,0.03946231827357353,0.0014104398995515937,8,0.4374436985058895,0.0019908548048892874,8,8.90308,0.4224329174132688,8,0.2936714062603141,0.017663444763671297,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.05176221513695401,0.004047332847611743,8,12.917125918019126,0.059012421029730526,8,12.88931046322176,0.04087113450910117,8
540	800,lattice,2,1.0,network,records,2.0,0.9201541893208837,0.004363286659197122,8,2.0,0.0,8,14.88577687662718,0.03196972141960075,8,16.177744697791386,0.07122191065043187,8,27.023219071715772,0.09976504088230305,8,37.00565620680007,0.13694583624333267,8,1.6918959428866014,0.009026089535126456,8,0.07984581067911631,0.004363286659197154,8,0.0,0.0,8,0.5622076032275756,0.0011232744350329177,8,54.3270775,0.26568639082841333,8,0.12162789669700097,0.0032785071333155764,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.8543840254594569,0.01078016736835261,8,14.899296894345234,0.0427524299901656,8,14.87218066698978,0.032892577250508676,8	540	800,lattice,2,1.0,network,records,2.0,0.9201541893208837,0.004363286659197122,8,2.0,0.0,8,14.88577687662718,0.03196972141960075,8,16.177744697791386,0.07122191065043187,8,27.023219071715772,0.09976504088230305,8,37.00565620680007,0.13694583624333267,8,1.6918959428866014,0.009026089535126456,8,0.07984581067911631,0.004363286659197154,8,0.0,0.0,8,0.5622076032275756,0.0011232744350329177,8,54.3270775,0.26568639082841333,8,0.12162789669700097,0.0032785071333155764,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.8543840254594569,0.01078016736835261,8,14.899296894345234,0.0427524299901656,8,14.87218066698978,0.032892577250508676,8
541	−800,lattice,2,1.0,none,central,0.5,0.0944046833485211,0.007729073518599652,8,16.0,0.0,8,14.887149877157169,0.047399790220638574,8,158.7778645716914,15.124836644142492,8,301.50056087410695,28.844054455018295,8,3.3391847417570184,0.2683333193338853,8,2.6307731842876505,0.11983941213206012,8,0.9055953166514789,0.007729073518599639,8,0.0,0.0,8,0.6148593421103727,0.0023115648486297337,8,3.3877575,0.34156125452524194,8,0.24884990865340578,0.00902859811836467,8,8835.275,209.4461045574389,8,0.18961371178360245,0.01547812822054627,8,0.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.888332635543941,0.05568671193876763,8	541	+800,lattice,2,1.0,none,central,0.5,0.02915633232499347,0.0014062567605623757,8,16.0,0.0,8,91.09719901725735,0.3791983217651086,8,3130.7567324676793,150.16561721162006,8,3590.5987553239656,171.29293738871803,8,0.2790686081288881,0.01350934324505488,8,2.6498997721072164,0.045362495538867564,8,0.9708436676750065,0.0014062567605623742,8,0.0,0.0,8,0.16636390275184804,0.001347718840020438,8,-1.81603625,0.06917254594490513,8,0.40756103295504637,0.014750800429007685,8,12735.275,209.4461045574389,8,0.05856632491993215,0.0029345800378366193,8,0.0,0.0,8,91.08963874498211,0.5573382782969911,8,91.10666108435153,0.44549369551014106,8
542	−800,lattice,2,1.0,none,central,2.0,0.9696537612561946,0.007557403225740521,8,16.0,0.0,8,14.887149877157169,0.047399790220638574,8,15.353931065188602,0.1371088529547555,8,29.15399447096135,0.15184820074202549,8,34.30143400193915,0.17925937740084247,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.6148593421103727,0.0023115648486297337,8,42.63432,0.2524493274189606,8,0.1127312684212503,0.0038059302357284137,8,1195.8,11.732981596459549,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,14.886204843122764,0.06966728478712389,8,14.888332635543941,0.05568671193876763,8	542	+800,lattice,2,1.0,none,central,2.0,0.9643546269646364,0.011033792535635722,8,16.0,0.0,8,91.09719901725735,0.3791983217651086,8,94.47511061503569,1.1387113838624876,8,108.35214872282327,1.2395266772274385,8,9.230223160946212,0.10558733254717906,8,1.6870825117324342,0.02550243434587255,8,0.035645373035363685,0.011033792535635733,8,0.0,0.0,8,0.16636390275184804,0.001347718840020438,8,40.11927625,0.5164381878083625,8,0.11616399392829659,0.004940215974378109,8,1195.8,11.732981596459549,8,0.9719279079198864,0.008881595636444055,8,0.9568711707813868,0.015787328115812738,8,91.08963874498211,0.5573382782969911,8,91.10666108435153,0.44549369551014106,8
543	−800,lattice,2,1.0,none,federated,0.5,0.9696537612561946,0.007557403225740521,8,6.991991489025692,0.07556758343253887,8,14.887149877157169,0.047399790220638574,8,15.353931065188602,0.1371088529547555,8,29.15399447096135,0.15184820074202549,8,34.30143400193915,0.17925937740084247,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.6148593421103727,0.0023115648486297337,8,42.63432,0.2524493274189606,8,0.1127312684212503,0.0038059302357284137,8,35.075,3.083249677114813,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,14.886204843122764,0.06966728478712389,8,14.888332635543941,0.05568671193876763,8	543	+800,lattice,2,1.0,none,federated,0.5,0.7224956763253296,0.03410869561440973,8,6.991991489025692,0.07556758343253887,8,42.02173395332279,0.3484453149158725,8,58.28840063113264,3.089468268962962,8,76.84157640222966,3.866377853294142,8,13.042545562509227,0.6537446122348762,8,2.0478556317093166,0.03862217337843621,8,0.27750432367467043,0.034108695614409684,8,0.0,0.0,8,0.3137347588286199,0.0031821376943710834,8,30.735273125,1.3946607126131785,8,0.24619058333027544,0.021652251677764685,8,50.64088166726085,20.77687236081255,8,0.8190761553291747,0.027372313680635814,8,0.6268315114968838,0.051859294230497316,8,42.028105587832215,0.44031488618970216,8,42.017177455715576,0.3959776219705884,8
544	−800,lattice,2,1.0,none,federated,2.0,0.9696537612561946,0.007557403225740521,8,6.991991489025692,0.07556758343253887,8,14.887149877157169,0.047399790220638574,8,15.353931065188602,0.1371088529547555,8,29.15399447096135,0.15184820074202549,8,34.30143400193915,0.17925937740084247,8,1.6625599641807132,0.021546183393582993,8,0.030346238743805404,0.007557403225740523,8,0.0,0.0,8,0.6148593421103727,0.0023115648486297337,8,42.63432,0.2524493274189606,8,0.1127312684212503,0.0038059302357284137,8,35.075,3.083249677114813,8,0.9757370562204735,0.004084036007655936,8,0.9636478406165997,0.012900021839664039,8,14.886204843122764,0.06966728478712389,8,14.888332635543941,0.05568671193876763,8	544	+800,lattice,2,1.0,none,federated,2.0,0.9690019530139742,0.007650574656366667,8,6.991991489025692,0.07556758343253887,8,42.02173395332279,0.3484453149158725,8,43.3702316088318,0.6557040690459652,8,57.17964847653767,0.670838846502007,8,17.49086409506251,0.2069296348232734,8,1.66299878550077,0.021268294270231296,8,0.030998046986025755,0.0076505746563666896,8,0.0,0.0,8,0.3137347588286199,0.0031821376943710834,8,41.794023124999995,0.28449458585028586,8,0.1131583405911671,0.003659003869805649,8,35.075,3.083249677114813,8,0.975528061069161,0.004183142890947775,8,0.9625478236932624,0.01293206148006039,8,42.028105587832215,0.44031488618970216,8,42.017177455715576,0.3959776219705884,8
545	800,lattice,2,1.0,none,none,2.0,0.1658897928447522,0.008572255743329309,8,4.0,0.0,8,14.0,0.0,8,84.59560439220563,4.475548989597808,8,84.59560439220563,4.475548989597808,8,11.849270917482299,0.6123039816663796,8,2.6015491609685744,0.014648534961420797,8,0.7521947316637914,0.010060159145488178,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,9.34502125,0.4420739188089156,8,0.2984394111348943,0.019626934091519586,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.06774562609194863,0.008991592742427997,8,14.0,0.0,8,14.0,0.0,8	545	800,lattice,2,1.0,none,none,2.0,0.1658897928447522,0.008572255743329309,8,4.0,0.0,8,14.0,0.0,8,84.59560439220563,4.475548989597808,8,84.59560439220563,4.475548989597808,8,11.849270917482299,0.6123039816663796,8,2.6015491609685744,0.014648534961420797,8,0.7521947316637914,0.010060159145488178,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,9.34502125,0.4420739188089156,8,0.2984394111348943,0.019626934091519586,8,0.0,0.0,8,0.26415378515504256,0.013209499795523357,8,0.06774562609194863,0.008991592742427997,8,14.0,0.0,8,14.0,0.0,8
546	800,lattice,2,1.0,none,norms,2.0,0.174023839621537,0.008964332229375814,8,4.0,0.0,8,12.908027534666642,0.03221176941348962,8,74.34500892491482,3.7992272045180866,8,132.2059621514873,6.41860906223049,8,7.579205977041235,0.35921150835638366,8,2.6027100089522817,0.013829714672038595,8,0.7872129689179643,0.009534773386389457,8,0.038763191460498586,0.0016977152229343895,8,0.437717162944049,0.0020342458554319753,8,9.474119375,0.4624487073444508,8,0.29586663725438916,0.019294256357696785,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.0710900764746382,0.009557126292455434,8,12.917125918019126,0.059012421029730526,8,12.899074612553303,0.03440807698279977,8	546	800,lattice,2,1.0,none,norms,2.0,0.174023839621537,0.008964332229375814,8,4.0,0.0,8,12.908027534666642,0.03221176941348962,8,74.34500892491482,3.7992272045180866,8,132.2059621514873,6.41860906223049,8,7.579205977041235,0.35921150835638366,8,2.6027100089522817,0.013829714672038595,8,0.7872129689179643,0.009534773386389457,8,0.038763191460498586,0.0016977152229343895,8,0.437717162944049,0.0020342458554319753,8,9.474119375,0.4624487073444508,8,0.29586663725438916,0.019294256357696785,8,0.0,0.0,8,0.2770837806882257,0.014090390291473512,8,0.0710900764746382,0.009557126292455434,8,12.917125918019126,0.059012421029730526,8,12.899074612553303,0.03440807698279977,8
547	800,lattice,2,1.0,none,records,2.0,0.9839119367683841,0.0030581758317644544,8,2.0,0.0,8,14.890307099872258,0.03209619798672195,8,15.133966609495518,0.07285321348336024,8,25.261634091153695,0.11152716079224362,8,39.58639404960559,0.17422164153541228,8,1.634307724049556,0.007022760660264037,8,0.01608806323161591,0.0030581758317644826,8,0.0,0.0,8,0.5618426674019015,0.001946270153132875,8,58.249424375,0.48477809031878283,8,0.09213916710413216,0.0018332120267886738,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.981716470497159,0.0037489364422353174,8,14.899296894345234,0.0427524299901656,8,14.881392861327614,0.033071001151019214,8	547	800,lattice,2,1.0,none,records,2.0,0.9839119367683841,0.0030581758317644544,8,2.0,0.0,8,14.890307099872258,0.03209619798672195,8,15.133966609495518,0.07285321348336024,8,25.261634091153695,0.11152716079224362,8,39.58639404960559,0.17422164153541228,8,1.634307724049556,0.007022760660264037,8,0.01608806323161591,0.0030581758317644826,8,0.0,0.0,8,0.5618426674019015,0.001946270153132875,8,58.249424375,0.48477809031878283,8,0.09213916710413216,0.0018332120267886738,8,0.0,0.0,8,0.9861495985291526,0.004665774916309891,8,0.981716470497159,0.0037489364422353174,8,14.899296894345234,0.0427524299901656,8,14.881392861327614,0.033071001151019214,8
548	−800,lattice,8,0.0,distribution,central,0.5,0.0951355410698737,0.007757837300124804,8,16.0,0.0,8,16.0,0.0,8,169.3441228031446,16.32692955736158,8,310.95383762743324,29.777922816128196,8,3.2378490166370875,0.2622015032467624,8,2.6091952293193703,0.12199997486944864,8,0.9048644589301262,0.007757837300124811,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,3.387305,0.3442599168402519,8,0.24919707805255806,0.008739795461949263,8,8835.275,209.4461045574389,8,0.19107901553187517,0.01549530604901413,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	548	+800,lattice,8,0.0,distribution,central,0.5,0.029280951083439227,0.0014259588221836748,8,16.0,0.0,8,100.0,0.0,8,3422.269157100057,166.266314545098,8,3880.1941801532166,188.21080422465437,8,0.2582508964192619,0.012540017178325634,8,2.6423162313640267,0.043231917640004974,8,0.9707190489165608,0.0014259588221836124,8,0.0,0.0,8,0.15329843487480893,0.0009758433777312313,8,-2.07653125,0.06754501640440556,8,0.4081772593575944,0.015437381155064473,8,12735.275,209.4461045574389,8,0.05881819089881701,0.003008181002286985,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
549	−800,lattice,8,0.0,distribution,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.381285051981223,0.13059412803149797,8,34.03586080965248,0.15164629192037107,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,43.96418,0.43529361722864635,8,0.11473771800493204,0.003960961204357504,8,1195.8,11.732981596459549,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	549	+800,lattice,8,0.0,distribution,central,2.0,0.9938487120178598,0.0093107960835834,8,16.0,0.0,8,100.0,0.0,8,100.626769800697,0.9556692146567993,8,114.09227611339799,1.133152093578523,8,8.76558148685348,0.08587520820253652,8,1.0851809217796697,0.018108877030821827,8,0.006151287982140142,0.009310796083583412,8,0.0,0.0,8,0.15329843487480893,0.0009758433777312313,8,41.1783125,0.6700849592988739,8,0.11786960123232468,0.005065636184391194,8,1195.8,11.732981596459549,8,0.9953966701244255,0.009198473447877374,8,0.9923179619226926,0.009872422866303103,8,100.0,0.0,8,100.0,0.0,8
550	−800,lattice,8,0.0,distribution,federated,0.5,1.0,0.0,8,6.991991489025692,0.07556758343253887,8,16.0,0.0,8,16.0,0.0,8,29.381285051981223,0.13059412803149797,8,34.03586080965248,0.15164629192037107,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,43.96418,0.43529361722864635,8,0.11473771800493204,0.003960961204357504,8,35.075,3.083249677114813,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	550	+800,lattice,8,0.0,distribution,federated,0.5,0.7412801682773499,0.0349043969510854,8,6.991991489025692,0.07556758343253887,8,45.95194893415415,0.4534055005952333,8,62.12705976211625,3.3645559147049577,8,80.21124391315735,4.151722336065242,8,12.496076706082237,0.6408156618736429,8,1.8153130462330027,0.04033195315383826,8,0.2587198317226501,0.03490439695108539,8,0.0,0.0,8,0.292957897398725,0.0032021188023141816,8,31.4620025,1.4796332939979229,8,0.24804515910762046,0.02155599736460051,8,50.64088166726085,20.77687236081255,8,0.8357251717984561,0.030723005921898455,8,0.647734433853223,0.050733101188452,8,45.922472592137936,0.476526305924238,8,45.98210404376252,0.47393622231457316,8
551	−800,lattice,8,0.0,distribution,federated,2.0,1.0,0.0,8,6.991991489025692,0.07556758343253887,8,16.0,0.0,8,16.0,0.0,8,29.381285051981223,0.13059412803149797,8,34.03586080965248,0.15164629192037107,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,43.96418,0.43529361722864635,8,0.11473771800493204,0.003960961204357504,8,35.075,3.083249677114813,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	551	+800,lattice,8,0.0,distribution,federated,2.0,0.9993481917577797,0.0018435921124291873,8,6.991991489025692,0.07556758343253887,8,45.95194893415415,0.4534055005952333,8,45.9822559233429,0.48360276155681814,8,59.37235813112013,0.47110154215808187,8,16.84378184735337,0.1335441245664516,8,1.000871468421422,0.0012129876270110496,8,0.0006518082422203533,0.001843592112429182,8,0.0,0.0,8,0.292957897398725,0.0032021188023141816,8,43.03965875,0.44878830976745676,8,0.11512169599678973,0.00395063598309143,8,35.075,3.083249677114813,8,0.9997910048486875,0.0005911275549126775,8,0.9988999830766627,0.0031113177036470106,8,45.922472592137936,0.476526305924238,8,45.98210404376252,0.47393622231457316,8
552	800,lattice,8,0.0,distribution,none,2.0,0.9180845245085435,0.0029222736178657017,8,4.0,0.0,8,14.0,0.0,8,15.249276040898145,0.048628862682952835,8,15.249276040898145,0.048628862682952835,8,65.57746603632454,0.20873382984755182,8,1.031285190166279,0.004019235668418848,8,0.0,0.0,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,54.264865,0.5597786033207355,8,0.09742853508732571,0.0031517134368634334,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9206068877060626,0.004527619210264743,8,14.0,0.0,8,14.0,0.0,8	552	800,lattice,8,0.0,distribution,none,2.0,0.9180845245085435,0.0029222736178657017,8,4.0,0.0,8,14.0,0.0,8,15.249276040898145,0.048628862682952835,8,15.249276040898145,0.048628862682952835,8,65.57746603632454,0.20873382984755182,8,1.031285190166279,0.004019235668418848,8,0.0,0.0,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,54.264865,0.5597786033207355,8,0.09742853508732571,0.0031517134368634334,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9206068877060626,0.004527619210264743,8,14.0,0.0,8,14.0,0.0,8
553	800,lattice,8,0.0,distribution,norms,2.0,0.9612368085395014,0.0016977152229343802,8,4.0,0.0,8,14.0,0.0,8,14.564608959879944,0.02573829457563751,8,25.018570615573214,0.10044012145317141,8,39.97087203625679,0.1602627635196919,8,1.0312506655558262,0.0041203924392229545,8,0.0,0.0,8,0.038763191460498586,0.0016977152229343895,8,0.41784140339711556,0.0021168301915512784,8,56.441114999999996,0.5023398366857134,8,0.0954669931723031,0.0027070355385424008,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9620871070603839,0.0019471197111463141,8,14.0,0.0,8,14.0,0.0,8	553	800,lattice,8,0.0,distribution,norms,2.0,0.9612368085395014,0.0016977152229343802,8,4.0,0.0,8,14.0,0.0,8,14.564608959879944,0.02573829457563751,8,25.018570615573214,0.10044012145317141,8,39.97087203625679,0.1602627635196919,8,1.0312506655558262,0.0041203924392229545,8,0.0,0.0,8,0.038763191460498586,0.0016977152229343895,8,0.41784140339711556,0.0021168301915512784,8,56.441114999999996,0.5023398366857134,8,0.0954669931723031,0.0027070355385424008,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9620871070603839,0.0019471197111463141,8,14.0,0.0,8,14.0,0.0,8
554	800,lattice,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.96467256648006,0.07961066692600388,8,38.514186419439945,0.11828395575412017,8,1.0000707413695529,0.000200086808485126,8,0.0,0.0,8,0.0,0.0,8,0.5378297629667207,0.0014194074690494754,8,59.17378875,0.4780327133288065,8,0.09389750756863016,0.0020598813445465206,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	554	800,lattice,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.96467256648006,0.07961066692600388,8,38.514186419439945,0.11828395575412017,8,1.0000707413695529,0.000200086808485126,8,0.0,0.0,8,0.0,0.0,8,0.5378297629667207,0.0014194074690494754,8,59.17378875,0.4780327133288065,8,0.09389750756863016,0.0020598813445465206,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
555	−800,lattice,8,0.0,network,central,0.5,0.09525644757912216,0.00785509233353148,8,16.0,0.0,8,16.0,0.0,8,169.16504470557118,16.616339188561465,8,310.7747595298598,30.089829651859322,8,3.2401290850285074,0.26433804386078813,8,2.6091952293193703,0.12199997486944864,8,0.9047435524208779,0.007855092333531478,8,0.0,0.0,8,0.5917885340732266,0.0011892288038467987,8,3.38788,0.3450383507876851,8,0.24919707805255806,0.008739795461949263,8,8867.5375,178.5284206065956,8,0.19107901553187517,0.01549530604901413,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	555	+800,lattice,8,0.0,network,central,0.5,0.029317914885842053,0.0014764702494008194,8,16.0,0.0,8,100.0,0.0,8,3418.557782362964,174.29047456615203,8,3876.4828054161235,196.47980933356627,8,0.2585397043590206,0.012950474014047053,8,2.6423162313640267,0.043231917640004974,8,0.970682085114158,0.0014764702494007645,8,0.0,0.0,8,0.15341444470888652,0.0006395122416701969,8,-2.0729375,0.07095229156673832,8,0.4081772593575944,0.015437381155064473,8,12767.5375,178.5284206065956,8,0.05881819089881701,0.003008181002286985,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
556	−800,lattice,8,0.0,network,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.396746893459486,0.08566709675741191,8,34.01762216056444,0.09910240032056962,8,1.0028129370761911,0.0010019942237202602,8,0.0,0.0,8,0.0,0.0,8,0.5917885340732266,0.0011892288038467987,8,43.91084875,0.28316344328408555,8,0.14880222411889,0.003944972101354507,8,1194.3625,7.632437824368865,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	556	+800,lattice,8,0.0,network,central,2.0,0.9952971727697528,0.007488534216243706,8,16.0,0.0,8,100.0,0.0,8,100.47753278211619,0.7637414185494897,8,113.93815952154608,0.8556150008093867,8,8.77712020593524,0.06534712190805045,8,1.0873606105308267,0.014079214781524187,8,0.00470282723024716,0.007488534216243697,8,0.0,0.0,8,0.15341444470888652,0.0006395122416701969,8,41.19175,0.3935927236914543,8,0.15073564137044274,0.0037658806853174158,8,1194.3625,7.632437824368865,8,0.9953966701244255,0.009198473447877374,8,0.9952001431937231,0.006558424176544491,8,100.0,0.0,8,100.0,0.0,8
557	−800,lattice,8,0.0,network,federated,0.5,1.0,0.0,8,7.105901253413512,0.08980220300974619,8,16.0,0.0,8,16.0,0.0,8,29.396746893459486,0.08566709675741191,8,34.01762216056444,0.09910240032056962,8,1.0028129370761911,0.0010019942237202602,8,0.0,0.0,8,0.0,0.0,8,0.5917885340732266,0.0011892288038467987,8,43.91084875,0.28316344328408555,8,0.14880222411889,0.003944972101354507,8,44.3125,6.010630463722469,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	557	+800,lattice,8,0.0,network,federated,0.5,0.7169684829520372,0.03678248002270341,8,7.105901253413512,0.08980220300974619,8,46.635407520481074,0.5388132180584787,8,65.19645632370784,3.4384243549652376,8,83.91905506420892,4.252295764159893,8,11.944138902286305,0.6294932799273717,8,1.847066548703003,0.05030573704162969,8,0.28303151704796276,0.03678248002270344,8,0.0,0.0,8,0.2898111622493143,0.0030754254995275674,8,30.3117025,1.4831131345705608,8,0.2729609948692813,0.021448835504055536,8,138.9895368812412,52.869947081770576,8,0.8357251717984561,0.030723005921898455,8,0.5990052504928234,0.05917831730986001,8,45.922472592137936,0.476526305924238,8,47.3442789252706,0.8453221303435515,8
558	−800,lattice,8,0.0,network,federated,2.0,1.0,0.0,8,7.105901253413512,0.08980220300974619,8,16.0,0.0,8,16.0,0.0,8,29.396746893459486,0.08566709675741191,8,34.01762216056444,0.09910240032056962,8,1.0028129370761911,0.0010019942237202602,8,0.0,0.0,8,0.0,0.0,8,0.5917885340732266,0.0011892288038467987,8,43.91084875,0.28316344328408555,8,0.14880222411889,0.003944972101354507,8,44.3125,6.010630463722469,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	558	+800,lattice,8,0.0,network,federated,2.0,0.9993147840531562,0.0019380833703618217,8,7.105901253413512,0.08980220300974619,8,46.635407520481074,0.5388132180584787,8,46.667050374017,0.4970298258324104,8,60.07295331821099,0.455075574863318,8,16.64726655707641,0.12674227854455464,8,1.003379820480874,0.0014692634905870087,8,0.0006852159468438538,0.0019380833703617996,8,0.0,0.0,8,0.2898111622493143,0.0030754254995275674,8,42.96514,0.23649480386922336,8,0.14894632865612623,0.003905957859912569,8,44.3125,6.010630463722469,8,0.9997910048486875,0.0005911275549126775,8,0.9988446938438686,0.0032676992693882623,8,45.922472592137936,0.476526305924238,8,47.3442789252706,0.8453221303435515,8
559	800,lattice,8,0.0,network,none,2.0,0.9170642970533586,0.002466641410141636,8,4.0,0.0,8,14.0,0.0,8,15.266201589195028,0.040971559236902134,8,15.266201589195028,0.040971559236902134,8,65.50459264666847,0.17618867215297349,8,1.0403753145120431,0.005415315193258364,8,0.0,0.0,8,0.0829357029466414,0.002466641410141614,8,0.0,0.0,8,54.28465875,0.4851510851473396,8,0.13175395620983052,0.0030897688881929585,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9185811978962584,0.0034721097683091564,8,14.0,0.0,8,14.0,0.0,8	559	800,lattice,8,0.0,network,none,2.0,0.9170642970533586,0.002466641410141636,8,4.0,0.0,8,14.0,0.0,8,15.266201589195028,0.040971559236902134,8,15.266201589195028,0.040971559236902134,8,65.50459264666847,0.17618867215297349,8,1.0403753145120431,0.005415315193258364,8,0.0,0.0,8,0.0829357029466414,0.002466641410141614,8,0.0,0.0,8,54.28465875,0.4851510851473396,8,0.13175395620983052,0.0030897688881929585,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9185811978962584,0.0034721097683091564,8,14.0,0.0,8,14.0,0.0,8
560	800,lattice,8,0.0,network,norms,2.0,0.9605376817264265,0.0014104398995515653,8,4.0,0.0,8,14.0,0.0,8,14.575197494775415,0.021401510791285615,8,25.02105899586847,0.10090340596041687,8,39.966902160047226,0.16102462535126907,8,1.0404058108176375,0.005437415795457785,8,0.0,0.0,8,0.03946231827357353,0.0014104398995515937,8,0.4174766497179214,0.0018418446768394187,8,56.48434625,0.47400380543039866,8,0.12996039045465047,0.003200198732767655,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9606949507993272,0.0008238798285098161,8,14.0,0.0,8,14.0,0.0,8	560	800,lattice,8,0.0,network,norms,2.0,0.9605376817264265,0.0014104398995515653,8,4.0,0.0,8,14.0,0.0,8,14.575197494775415,0.021401510791285615,8,25.02105899586847,0.10090340596041687,8,39.966902160047226,0.16102462535126907,8,1.0404058108176375,0.005437415795457785,8,0.0,0.0,8,0.03946231827357353,0.0014104398995515937,8,0.4174766497179214,0.0018418446768394187,8,56.48434625,0.47400380543039866,8,0.12996039045465047,0.003200198732767655,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9606949507993272,0.0008238798285098161,8,14.0,0.0,8,14.0,0.0,8
561	800,lattice,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.979432261545234,0.05325065416727495,8,38.49212961149954,0.07884756800598883,8,1.0014413382664151,0.0007934169044503457,8,0.0,0.0,8,0.0,0.0,8,0.5380944446620055,0.0009461708160718619,8,59.08382125,0.3168828846948051,8,0.1250870388305539,0.0020544992957504484,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	561	800,lattice,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.979432261545234,0.05325065416727495,8,38.49212961149954,0.07884756800598883,8,1.0014413382664151,0.0007934169044503457,8,0.0,0.0,8,0.0,0.0,8,0.5380944446620055,0.0009461708160718619,8,59.08382125,0.3168828846948051,8,0.1250870388305539,0.0020544992957504484,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
562	−800,lattice,8,0.0,none,central,0.5,0.0951355410698737,0.007757837300124804,8,16.0,0.0,8,16.0,0.0,8,169.3441228031446,16.32692955736158,8,310.95383762743324,29.777922816128196,8,3.2378490166370875,0.2622015032467624,8,2.6091952293193703,0.12199997486944864,8,0.9048644589301262,0.007757837300124811,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,3.387305,0.3442599168402519,8,0.24919707805255806,0.008739795461949263,8,8835.275,209.4461045574389,8,0.19107901553187517,0.01549530604901413,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	562	+800,lattice,8,0.0,none,central,0.5,0.029280951083439227,0.0014259588221836748,8,16.0,0.0,8,100.0,0.0,8,3422.269157100057,166.266314545098,8,3880.1941801532166,188.21080422465437,8,0.2582508964192619,0.012540017178325634,8,2.6423162313640267,0.043231917640004974,8,0.9707190489165608,0.0014259588221836124,8,0.0,0.0,8,0.15329843487480893,0.0009758433777312313,8,-2.07653125,0.06754501640440556,8,0.4081772593575944,0.015437381155064473,8,12735.275,209.4461045574389,8,0.05881819089881701,0.003008181002286985,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
563	−800,lattice,8,0.0,none,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.381285051981223,0.13059412803149797,8,34.03586080965248,0.15164629192037107,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,43.96418,0.43529361722864635,8,0.11473771800493204,0.003960961204357504,8,1195.8,11.732981596459549,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	563	+800,lattice,8,0.0,none,central,2.0,0.9938487120178598,0.0093107960835834,8,16.0,0.0,8,100.0,0.0,8,100.626769800697,0.9556692146567993,8,114.09227611339799,1.133152093578523,8,8.76558148685348,0.08587520820253652,8,1.0851809217796697,0.018108877030821827,8,0.006151287982140142,0.009310796083583412,8,0.0,0.0,8,0.15329843487480893,0.0009758433777312313,8,41.1783125,0.6700849592988739,8,0.11786960123232468,0.005065636184391194,8,1195.8,11.732981596459549,8,0.9953966701244255,0.009198473447877374,8,0.9923179619226926,0.009872422866303103,8,100.0,0.0,8,100.0,0.0,8
564	−800,lattice,8,0.0,none,federated,0.5,1.0,0.0,8,6.991991489025692,0.07556758343253887,8,16.0,0.0,8,16.0,0.0,8,29.381285051981223,0.13059412803149797,8,34.03586080965248,0.15164629192037107,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,43.96418,0.43529361722864635,8,0.11473771800493204,0.003960961204357504,8,35.075,3.083249677114813,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	564	+800,lattice,8,0.0,none,federated,0.5,0.7412801682773499,0.0349043969510854,8,6.991991489025692,0.07556758343253887,8,45.95194893415415,0.4534055005952333,8,62.12705976211625,3.3645559147049577,8,80.21124391315735,4.151722336065242,8,12.496076706082237,0.6408156618736429,8,1.8153130462330027,0.04033195315383826,8,0.2587198317226501,0.03490439695108539,8,0.0,0.0,8,0.292957897398725,0.0032021188023141816,8,31.4620025,1.4796332939979229,8,0.24804515910762046,0.02155599736460051,8,50.64088166726085,20.77687236081255,8,0.8357251717984561,0.030723005921898455,8,0.647734433853223,0.050733101188452,8,45.922472592137936,0.476526305924238,8,45.98210404376252,0.47393622231457316,8
565	−800,lattice,8,0.0,none,federated,2.0,1.0,0.0,8,6.991991489025692,0.07556758343253887,8,16.0,0.0,8,16.0,0.0,8,29.381285051981223,0.13059412803149797,8,34.03586080965248,0.15164629192037107,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.5915696702841702,0.0018197555030444621,8,43.96418,0.43529361722864635,8,0.11473771800493204,0.003960961204357504,8,35.075,3.083249677114813,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	565	+800,lattice,8,0.0,none,federated,2.0,0.9993481917577797,0.0018435921124291873,8,6.991991489025692,0.07556758343253887,8,45.95194893415415,0.4534055005952333,8,45.9822559233429,0.48360276155681814,8,59.37235813112013,0.47110154215808187,8,16.84378184735337,0.1335441245664516,8,1.000871468421422,0.0012129876270110496,8,0.0006518082422203533,0.001843592112429182,8,0.0,0.0,8,0.292957897398725,0.0032021188023141816,8,43.03965875,0.44878830976745676,8,0.11512169599678973,0.00395063598309143,8,35.075,3.083249677114813,8,0.9997910048486875,0.0005911275549126775,8,0.9988999830766627,0.0031113177036470106,8,45.922472592137936,0.476526305924238,8,45.98210404376252,0.47393622231457316,8
566	800,lattice,8,0.0,none,none,2.0,0.9180845245085435,0.0029222736178657017,8,4.0,0.0,8,14.0,0.0,8,15.249276040898145,0.048628862682952835,8,15.249276040898145,0.048628862682952835,8,65.57746603632454,0.20873382984755182,8,1.031285190166279,0.004019235668418848,8,0.0,0.0,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,54.264865,0.5597786033207355,8,0.09742853508732571,0.0031517134368634334,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9206068877060626,0.004527619210264743,8,14.0,0.0,8,14.0,0.0,8	566	800,lattice,8,0.0,none,none,2.0,0.9180845245085435,0.0029222736178657017,8,4.0,0.0,8,14.0,0.0,8,15.249276040898145,0.048628862682952835,8,15.249276040898145,0.048628862682952835,8,65.57746603632454,0.20873382984755182,8,1.031285190166279,0.004019235668418848,8,0.0,0.0,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,54.264865,0.5597786033207355,8,0.09742853508732571,0.0031517134368634334,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9206068877060626,0.004527619210264743,8,14.0,0.0,8,14.0,0.0,8
567	800,lattice,8,0.0,none,norms,2.0,0.9612368085395014,0.0016977152229343802,8,4.0,0.0,8,14.0,0.0,8,14.564608959879944,0.02573829457563751,8,25.018570615573214,0.10044012145317141,8,39.97087203625679,0.1602627635196919,8,1.0312506655558262,0.0041203924392229545,8,0.0,0.0,8,0.038763191460498586,0.0016977152229343895,8,0.41784140339711556,0.0021168301915512784,8,56.441114999999996,0.5023398366857134,8,0.0954669931723031,0.0027070355385424008,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9620871070603839,0.0019471197111463141,8,14.0,0.0,8,14.0,0.0,8	567	800,lattice,8,0.0,none,norms,2.0,0.9612368085395014,0.0016977152229343802,8,4.0,0.0,8,14.0,0.0,8,14.564608959879944,0.02573829457563751,8,25.018570615573214,0.10044012145317141,8,39.97087203625679,0.1602627635196919,8,1.0312506655558262,0.0041203924392229545,8,0.0,0.0,8,0.038763191460498586,0.0016977152229343895,8,0.41784140339711556,0.0021168301915512784,8,56.441114999999996,0.5023398366857134,8,0.0954669931723031,0.0027070355385424008,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9620871070603839,0.0019471197111463141,8,14.0,0.0,8,14.0,0.0,8
568	800,lattice,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.96467256648006,0.07961066692600388,8,38.514186419439945,0.11828395575412017,8,1.0000707413695529,0.000200086808485126,8,0.0,0.0,8,0.0,0.0,8,0.5378297629667207,0.0014194074690494754,8,59.17378875,0.4780327133288065,8,0.09389750756863016,0.0020598813445465206,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	568	800,lattice,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.96467256648006,0.07961066692600388,8,38.514186419439945,0.11828395575412017,8,1.0000707413695529,0.000200086808485126,8,0.0,0.0,8,0.0,0.0,8,0.5378297629667207,0.0014194074690494754,8,59.17378875,0.4780327133288065,8,0.09389750756863016,0.0020598813445465206,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
569	−800,lattice,8,1.0,distribution,central,0.5,0.0951355410698737,0.007757837300124804,8,16.0,0.0,8,15.41789509125625,0.04161482918724218,8,163.15994022286586,15.393675614251963,8,304.76965504715446,28.83832704531265,8,3.3030919365406124,0.2652412032973773,8,2.6091952293193703,0.12199997486944864,8,0.9048644589301262,0.007757837300124811,8,0.0,0.0,8,0.6035277587484899,0.0021453979183597618,8,3.404705,0.34348558976843757,8,0.24919707805255806,0.008739795461949263,8,8835.275,209.4461045574389,8,0.19107901553187517,0.01549530604901413,8,0.0,0.0,8,14.886204843122764,0.06966728478712389,8,15.945393844551765,0.030676804413366593,8	569	+800,lattice,8,1.0,distribution,central,0.5,0.029280951083439227,0.0014259588221836748,8,16.0,0.0,8,95.34316073005,0.33291863349793743,8,3262.8706929783366,158.0074116587452,8,3720.7957160314963,179.8424291096507,8,0.2693127276535215,0.013085289162624624,8,2.6423162313640267,0.043231917640004974,8,0.9707190489165608,0.0014259588221836124,8,0.0,0.0,8,0.15986613677685438,0.0012006282027334223,8,-1.93733125,0.06794078081840299,8,0.4081772593575944,0.015437381155064473,8,12735.275,209.4461045574389,8,0.05881819089881701,0.003008181002286985,8,0.0,0.0,8,91.08963874498211,0.5573382782969911,8,99.56315075641412,0.24541443530693274,8
570	−800,lattice,8,1.0,distribution,central,2.0,1.0,0.0,8,16.0,0.0,8,15.41789509125625,0.04161482918724218,8,15.41789509125625,0.04161482918724218,8,28.79918014323747,0.12947933179990365,8,34.723825291598075,0.1562301205674313,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.6035277587484899,0.0021453979183597618,8,43.98158,0.4352241791225027,8,0.11473771800493204,0.003960961204357504,8,1195.8,11.732981596459549,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,15.945393844551765,0.030676804413366593,8	570	+800,lattice,8,1.0,distribution,central,2.0,0.9938487120178598,0.0093107960835834,8,16.0,0.0,8,95.34316073005,0.33291863349793743,8,95.93968105528076,0.8395018100727344,8,109.40518736798175,1.0051104353049998,8,9.141004719816326,0.08338873092582785,8,1.0851809217796697,0.018108877030821827,8,0.006151287982140142,0.009310796083583412,8,0.0,0.0,8,0.15986613677685438,0.0012006282027334223,8,41.3175125,0.6677540299873058,8,0.11786960123232468,0.005065636184391194,8,1195.8,11.732981596459549,8,0.9953966701244255,0.009198473447877374,8,0.9923179619226926,0.009872422866303103,8,91.08963874498211,0.5573382782969911,8,99.56315075641412,0.24541443530693274,8
571	−800,lattice,8,1.0,distribution,federated,0.5,1.0,0.0,8,6.991991489025692,0.07556758343253887,8,15.41789509125625,0.04161482918724218,8,15.41789509125625,0.04161482918724218,8,28.79918014323747,0.12947933179990365,8,34.723825291598075,0.1562301205674313,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.6035277587484899,0.0021453979183597618,8,43.98158,0.4352241791225027,8,0.11473771800493204,0.003960961204357504,8,35.075,3.083249677114813,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,15.945393844551765,0.030676804413366593,8	571	+800,lattice,8,1.0,distribution,federated,0.5,0.7412801682773499,0.0349043969510854,8,6.991991489025692,0.07556758343253887,8,43.897772276646656,0.3305727381046536,8,59.34637557283437,3.1196407236199786,8,77.43055972387548,3.907889557604108,8,12.943306554364565,0.6461493939009699,8,1.8153130462330027,0.04033195315383826,8,0.2587198317226501,0.03490439695108539,8,0.0,0.0,8,0.3034572560179424,0.00291950359052441,8,31.52341375,1.4771692508156784,8,0.24804515910762046,0.02155599736460051,8,50.64088166726085,20.77687236081255,8,0.8357251717984561,0.030723005921898455,8,0.647734433853223,0.050733101188452,8,42.028105587832215,0.44031488618970216,8,45.75358884941491,0.37187690391157224,8
572	−800,lattice,8,1.0,distribution,federated,2.0,1.0,0.0,8,6.991991489025692,0.07556758343253887,8,15.41789509125625,0.04161482918724218,8,15.41789509125625,0.04161482918724218,8,28.79918014323747,0.12947933179990365,8,34.723825291598075,0.1562301205674313,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.6035277587484899,0.0021453979183597618,8,43.98158,0.4352241791225027,8,0.11473771800493204,0.003960961204357504,8,35.075,3.083249677114813,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,15.945393844551765,0.030676804413366593,8	572	+800,lattice,8,1.0,distribution,federated,2.0,0.9993481917577797,0.0018435921124291873,8,6.991991489025692,0.07556758343253887,8,43.897772276646656,0.3305727381046536,8,43.92665419302987,0.3576892374047177,8,57.3167564008071,0.33915189816205776,8,17.447438901949564,0.10313339572258384,8,1.000871468421422,0.0012129876270110496,8,0.0006518082422203533,0.001843592112429182,8,0.0,0.0,8,0.3034572560179424,0.00291950359052441,8,43.10107,0.4491770334575383,8,0.11512169599678973,0.00395063598309143,8,35.075,3.083249677114813,8,0.9997910048486875,0.0005911275549126775,8,0.9988999830766627,0.0031113177036470106,8,42.028105587832215,0.44031488618970216,8,45.75358884941491,0.37187690391157224,8
573	800,lattice,8,1.0,distribution,none,2.0,0.9180845245085435,0.0029222736178657017,8,4.0,0.0,8,14.0,0.0,8,15.249276040898145,0.048628862682952835,8,15.249276040898145,0.048628862682952835,8,65.57746603632454,0.20873382984755182,8,1.031285190166279,0.004019235668418848,8,0.0,0.0,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,54.264865,0.5597786033207355,8,0.09742853508732571,0.0031517134368634334,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9206068877060626,0.004527619210264743,8,14.0,0.0,8,14.0,0.0,8	573	800,lattice,8,1.0,distribution,none,2.0,0.9180845245085435,0.0029222736178657017,8,4.0,0.0,8,14.0,0.0,8,15.249276040898145,0.048628862682952835,8,15.249276040898145,0.048628862682952835,8,65.57746603632454,0.20873382984755182,8,1.031285190166279,0.004019235668418848,8,0.0,0.0,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,54.264865,0.5597786033207355,8,0.09742853508732571,0.0031517134368634334,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9206068877060626,0.004527619210264743,8,14.0,0.0,8,14.0,0.0,8
574	800,lattice,8,1.0,distribution,norms,2.0,0.9612368085395014,0.0016977152229343802,8,4.0,0.0,8,13.434854346145102,0.023881642162604758,8,13.976677505846679,0.037670518895208165,8,24.430639161539947,0.11291822251827068,8,40.9329731855245,0.1892434305701911,8,1.0312506655558262,0.0041203924392229545,8,0.0,0.0,8,0.038763191460498586,0.0016977152229343895,8,0.4278971550277752,0.0019969992301025682,8,56.463615624999996,0.502936451221632,8,0.0954669931723031,0.0027070355385424008,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9620871070603839,0.0019471197111463141,8,12.917125918019126,0.059012421029730526,8,13.952272549285015,0.03676533070426737,8	574	800,lattice,8,1.0,distribution,norms,2.0,0.9612368085395014,0.0016977152229343802,8,4.0,0.0,8,13.434854346145102,0.023881642162604758,8,13.976677505846679,0.037670518895208165,8,24.430639161539947,0.11291822251827068,8,40.9329731855245,0.1892434305701911,8,1.0312506655558262,0.0041203924392229545,8,0.0,0.0,8,0.038763191460498586,0.0016977152229343895,8,0.4278971550277752,0.0019969992301025682,8,56.463615624999996,0.502936451221632,8,0.0954669931723031,0.0027070355385424008,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9620871070603839,0.0019471197111463141,8,12.917125918019126,0.059012421029730526,8,13.952272549285015,0.03676533070426737,8
575	800,lattice,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.426448948651746,0.030600444591404218,8,15.426448948651746,0.030600444591404218,8,25.391121515131807,0.06552646949417947,8,39.384074613271736,0.10158243446356054,8,1.0000707413695529,0.000200086808485126,8,0.0,0.0,8,0.0,0.0,8,0.5499791248474717,0.0018935585625528013,8,59.196808125000004,0.47745851049322724,8,0.09389750756863016,0.0020598813445465206,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.899296894345234,0.0427524299901656,8,15.950132900007453,0.033908941693931764,8	575	800,lattice,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.426448948651746,0.030600444591404218,8,15.426448948651746,0.030600444591404218,8,25.391121515131807,0.06552646949417947,8,39.384074613271736,0.10158243446356054,8,1.0000707413695529,0.000200086808485126,8,0.0,0.0,8,0.0,0.0,8,0.5499791248474717,0.0018935585625528013,8,59.196808125000004,0.47745851049322724,8,0.09389750756863016,0.0020598813445465206,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.899296894345234,0.0427524299901656,8,15.950132900007453,0.033908941693931764,8
576	−800,lattice,8,1.0,network,central,0.5,0.09525644757912216,0.00785509233353148,8,16.0,0.0,8,14.886084499768833,0.04138918238589281,8,157.37435459144416,15.2666688269854,8,298.9840694157328,28.745020401651207,8,3.367636737605394,0.27352417672437324,8,2.6091952293193703,0.12199997486944864,8,0.9047435524208779,0.007855092333531478,8,0.0,0.0,8,0.6150978456154129,0.0008918372585129862,8,3.4211449999999997,0.3446037211058523,8,0.24919707805255806,0.008739795461949263,8,8867.5375,178.5284206065956,8,0.19107901553187517,0.01549530604901413,8,0.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.885860251551799,0.05432340679333525,8	576	+800,lattice,8,1.0,network,central,0.5,0.029317914885842053,0.0014764702494008194,8,16.0,0.0,8,91.08867599815066,0.33111345908714246,8,3113.6164748556016,151.98770176016458,8,3571.541497908761,174.22253495697407,8,0.2805700537123689,0.013572681160525632,8,2.6423162313640267,0.043231917640004974,8,0.970682085114158,0.0014764702494007645,8,0.0,0.0,8,0.16649925349607034,0.0005231121822121174,8,-1.8068175000000002,0.06428815504096708,8,0.4081772593575944,0.015437381155064473,8,12767.5375,178.5284206065956,8,0.05881819089881701,0.003008181002286985,8,0.0,0.0,8,91.08963874498211,0.5573382782969911,8,91.08688201241439,0.434587254346682,8
577	−800,lattice,8,1.0,network,central,2.0,1.0,0.0,8,16.0,0.0,8,14.886084499768833,0.04138918238589281,8,14.886084499768833,0.04138918238589281,8,28.282831393228317,0.11698019306105957,8,35.357668612778355,0.14634883718914354,8,1.0028129370761911,0.0010019942237202602,8,0.0,0.0,8,0.0,0.0,8,0.6150978456154129,0.0008918372585129862,8,43.94411375,0.28418908805519244,8,0.14880222411889,0.003944972101354507,8,1194.3625,7.632437824368865,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.885860251551799,0.05432340679333525,8	577	+800,lattice,8,1.0,network,central,2.0,0.9952971727697528,0.007488534216243706,8,16.0,0.0,8,91.08867599815066,0.33111345908714246,8,91.52255171610804,0.6010267612193843,8,104.98317845553794,0.708125983326416,8,9.525714160412885,0.0641537170370013,8,1.0873606105308267,0.014079214781524187,8,0.00470282723024716,0.007488534216243697,8,0.0,0.0,8,0.16649925349607034,0.0005231121822121174,8,41.45787,0.3948156711682045,8,0.15073564137044274,0.0037658806853174158,8,1194.3625,7.632437824368865,8,0.9953966701244255,0.009198473447877374,8,0.9952001431937231,0.006558424176544491,8,91.08963874498211,0.5573382782969911,8,91.08688201241439,0.434587254346682,8
578	−800,lattice,8,1.0,network,federated,0.5,1.0,0.0,8,7.105901253413512,0.08980220300974619,8,14.886084499768833,0.04138918238589281,8,14.886084499768833,0.04138918238589281,8,28.282831393228317,0.11698019306105957,8,35.357668612778355,0.14634883718914354,8,1.0028129370761911,0.0010019942237202602,8,0.0,0.0,8,0.0,0.0,8,0.6150978456154129,0.0008918372585129862,8,43.94411375,0.28418908805519244,8,0.14880222411889,0.003944972101354507,8,44.3125,6.010630463722469,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.885860251551799,0.05432340679333525,8	578	+800,lattice,8,1.0,network,federated,0.5,0.7169684829520372,0.03678248002270341,8,7.105901253413512,0.08980220300974619,8,42.66457748284962,0.4903014747762259,8,59.64262315490627,3.0896172469475487,8,78.36522189540734,3.9043661135073413,8,12.789638202189781,0.6627175991393731,8,1.847066548703003,0.05030573704162969,8,0.28303151704796276,0.03678248002270344,8,0.0,0.0,8,0.3103364657481237,0.0030628932562706624,8,30.430282499999997,1.4811882831096888,8,0.2729609948692813,0.021448835504055536,8,138.9895368812412,52.869947081770576,8,0.8357251717984561,0.030723005921898455,8,0.5990052504928234,0.05917831730986001,8,42.028105587832215,0.44031488618970216,8,43.29733127903862,0.7752934271125036,8
579	−800,lattice,8,1.0,network,federated,2.0,1.0,0.0,8,7.105901253413512,0.08980220300974619,8,14.886084499768833,0.04138918238589281,8,14.886084499768833,0.04138918238589281,8,28.282831393228317,0.11698019306105957,8,35.357668612778355,0.14634883718914354,8,1.0028129370761911,0.0010019942237202602,8,0.0,0.0,8,0.0,0.0,8,0.6150978456154129,0.0008918372585129862,8,43.94411375,0.28418908805519244,8,0.14880222411889,0.003944972101354507,8,44.3125,6.010630463722469,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.885860251551799,0.05432340679333525,8	579	+800,lattice,8,1.0,network,federated,2.0,0.9993147840531562,0.0019380833703618217,8,7.105901253413512,0.08980220300974619,8,42.66457748284962,0.4903014747762259,8,42.693452805600415,0.44410365490366976,8,56.09935574979441,0.4143803322201131,8,17.82636922951444,0.1319155304696602,8,1.003379820480874,0.0014692634905870087,8,0.0006852159468438538,0.0019380833703617996,8,0.0,0.0,8,0.3103364657481237,0.0030628932562706624,8,43.08372,0.240002129127459,8,0.14894632865612623,0.003905957859912569,8,44.3125,6.010630463722469,8,0.9997910048486875,0.0005911275549126775,8,0.9988446938438686,0.0032676992693882623,8,42.028105587832215,0.44031488618970216,8,43.29733127903862,0.7752934271125036,8
580	800,lattice,8,1.0,network,none,2.0,0.9170642970533586,0.002466641410141636,8,4.0,0.0,8,14.0,0.0,8,15.266201589195028,0.040971559236902134,8,15.266201589195028,0.040971559236902134,8,65.50459264666847,0.17618867215297349,8,1.0403753145120431,0.005415315193258364,8,0.0,0.0,8,0.0829357029466414,0.002466641410141614,8,0.0,0.0,8,54.28465875,0.4851510851473396,8,0.13175395620983052,0.0030897688881929585,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9185811978962584,0.0034721097683091564,8,14.0,0.0,8,14.0,0.0,8	580	800,lattice,8,1.0,network,none,2.0,0.9170642970533586,0.002466641410141636,8,4.0,0.0,8,14.0,0.0,8,15.266201589195028,0.040971559236902134,8,15.266201589195028,0.040971559236902134,8,65.50459264666847,0.17618867215297349,8,1.0403753145120431,0.005415315193258364,8,0.0,0.0,8,0.0829357029466414,0.002466641410141614,8,0.0,0.0,8,54.28465875,0.4851510851473396,8,0.13175395620983052,0.0030897688881929585,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9185811978962584,0.0034721097683091564,8,14.0,0.0,8,14.0,0.0,8
581	800,lattice,8,1.0,network,norms,2.0,0.9605376817264265,0.0014104398995515653,8,4.0,0.0,8,12.903046249248302,0.03940023002448591,8,13.433204822174837,0.054688738996110785,8,23.879066323267892,0.11597220266210709,8,41.878547094059826,0.20304152704212397,8,1.0404058108176375,0.005437415795457785,8,0.0,0.0,8,0.03946231827357353,0.0014104398995515937,8,0.4374436985058895,0.0019908548048892874,8,56.52808,0.47452289956785587,8,0.12996039045465047,0.003200198732767655,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9606949507993272,0.0008238798285098161,8,12.917125918019126,0.059012421029730526,8,12.88931046322176,0.04087113450910117,8	581	800,lattice,8,1.0,network,norms,2.0,0.9605376817264265,0.0014104398995515653,8,4.0,0.0,8,12.903046249248302,0.03940023002448591,8,13.433204822174837,0.054688738996110785,8,23.879066323267892,0.11597220266210709,8,41.878547094059826,0.20304152704212397,8,1.0404058108176375,0.005437415795457785,8,0.0,0.0,8,0.03946231827357353,0.0014104398995515937,8,0.4374436985058895,0.0019908548048892874,8,56.52808,0.47452289956785587,8,0.12996039045465047,0.003200198732767655,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9606949507993272,0.0008238798285098161,8,12.917125918019126,0.059012421029730526,8,12.88931046322176,0.04087113450910117,8
582	800,lattice,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.88577687662718,0.03196972141960075,8,14.88577687662718,0.03196972141960075,8,24.865209138172414,0.0648744926272265,8,40.217073865853116,0.10486365689932406,8,1.0014413382664151,0.0007934169044503457,8,0.0,0.0,8,0.0,0.0,8,0.5622076032275756,0.0011232744350329177,8,59.12848375,0.31725152118007427,8,0.1250870388305539,0.0020544992957504484,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.899296894345234,0.0427524299901656,8,14.87218066698978,0.032892577250508676,8	582	800,lattice,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.88577687662718,0.03196972141960075,8,14.88577687662718,0.03196972141960075,8,24.865209138172414,0.0648744926272265,8,40.217073865853116,0.10486365689932406,8,1.0014413382664151,0.0007934169044503457,8,0.0,0.0,8,0.0,0.0,8,0.5622076032275756,0.0011232744350329177,8,59.12848375,0.31725152118007427,8,0.1250870388305539,0.0020544992957504484,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.899296894345234,0.0427524299901656,8,14.87218066698978,0.032892577250508676,8
583	−800,lattice,8,1.0,none,central,0.5,0.0951355410698737,0.007757837300124804,8,16.0,0.0,8,14.887149877157169,0.047399790220638574,8,157.53914387636524,14.80895565579427,8,299.1488587006539,28.250189859998336,8,3.365063867397099,0.2696527460473159,8,2.6091952293193703,0.12199997486944864,8,0.9048644589301262,0.007757837300124811,8,0.0,0.0,8,0.6148593421103727,0.0023115648486297337,8,3.4205699999999997,0.34333068511692494,8,0.24919707805255806,0.008739795461949263,8,8835.275,209.4461045574389,8,0.19107901553187517,0.01549530604901413,8,0.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.888332635543941,0.05568671193876763,8	583	+800,lattice,8,1.0,none,central,0.5,0.029280951083439227,0.0014259588221836748,8,16.0,0.0,8,91.09719901725735,0.3791983217651086,8,3117.6033550752722,152.0816238002517,8,3575.528378128432,173.85364345513125,8,0.2802611231971142,0.013693272709570783,8,2.6423162313640267,0.043231917640004974,8,0.9707190489165608,0.0014259588221836124,8,0.0,0.0,8,0.16636390275184804,0.001347718840020438,8,-1.81041125,0.06881782398633574,8,0.4081772593575944,0.015437381155064473,8,12735.275,209.4461045574389,8,0.05881819089881701,0.003008181002286985,8,0.0,0.0,8,91.08963874498211,0.5573382782969911,8,91.10666108435153,0.44549369551014106,8
584	−800,lattice,8,1.0,none,central,2.0,1.0,0.0,8,16.0,0.0,8,14.887149877157169,0.047399790220638574,8,14.887149877157169,0.047399790220638574,8,28.26843492913839,0.12513598285383679,8,35.375751707155274,0.15649564948284667,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.6148593421103727,0.0023115648486297337,8,43.997445,0.4351854186764197,8,0.11473771800493204,0.003960961204357504,8,1195.8,11.732981596459549,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.888332635543941,0.05568671193876763,8	584	+800,lattice,8,1.0,none,central,2.0,0.9938487120178598,0.0093107960835834,8,16.0,0.0,8,91.09719901725735,0.3791983217651086,8,91.66740625335643,0.8594085748176095,8,105.13291256605741,1.0130296864014747,8,9.512538037829998,0.0911932348466181,8,1.0851809217796697,0.018108877030821827,8,0.006151287982140142,0.009310796083583412,8,0.0,0.0,8,0.16636390275184804,0.001347718840020438,8,41.4444325,0.6685127217883418,8,0.11786960123232468,0.005065636184391194,8,1195.8,11.732981596459549,8,0.9953966701244255,0.009198473447877374,8,0.9923179619226926,0.009872422866303103,8,91.08963874498211,0.5573382782969911,8,91.10666108435153,0.44549369551014106,8
585	−800,lattice,8,1.0,none,federated,0.5,1.0,0.0,8,6.991991489025692,0.07556758343253887,8,14.887149877157169,0.047399790220638574,8,14.887149877157169,0.047399790220638574,8,28.26843492913839,0.12513598285383679,8,35.375751707155274,0.15649564948284667,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.6148593421103727,0.0023115648486297337,8,43.997445,0.4351854186764197,8,0.11473771800493204,0.003960961204357504,8,35.075,3.083249677114813,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.888332635543941,0.05568671193876763,8	585	+800,lattice,8,1.0,none,federated,0.5,0.7412801682773499,0.0349043969510854,8,6.991991489025692,0.07556758343253887,8,42.02173395332279,0.3484453149158725,8,56.809994753187,2.990447186131256,8,74.8941789042281,3.7754588640719677,8,13.381571229781226,0.6670842942530547,8,1.8153130462330027,0.04033195315383826,8,0.2587198317226501,0.03490439695108539,8,0.0,0.0,8,0.3137347588286199,0.0031821376943710834,8,31.579491875000002,1.476564696923083,8,0.24804515910762046,0.02155599736460051,8,50.64088166726085,20.77687236081255,8,0.8357251717984561,0.030723005921898455,8,0.647734433853223,0.050733101188452,8,42.028105587832215,0.44031488618970216,8,42.017177455715576,0.3959776219705884,8
586	−800,lattice,8,1.0,none,federated,2.0,1.0,0.0,8,6.991991489025692,0.07556758343253887,8,14.887149877157169,0.047399790220638574,8,14.887149877157169,0.047399790220638574,8,28.26843492913839,0.12513598285383679,8,35.375751707155274,0.15649564948284667,8,1.0001654308644066,0.0003193471669389389,8,0.0,0.0,8,0.0,0.0,8,0.6148593421103727,0.0023115648486297337,8,43.997445,0.4351854186764197,8,0.11473771800493204,0.003960961204357504,8,35.075,3.083249677114813,8,1.0,0.0,8,1.0,0.0,8,14.886204843122764,0.06966728478712389,8,14.888332635543941,0.05568671193876763,8	586	+800,lattice,8,1.0,none,federated,2.0,0.9993481917577797,0.0018435921124291873,8,6.991991489025692,0.07556758343253887,8,42.02173395332279,0.3484453149158725,8,42.04937265073876,0.37101226161729856,8,55.439474858516,0.3434028117853763,8,18.038294291289628,0.11169940441737349,8,1.000871468421422,0.0012129876270110496,8,0.0006518082422203533,0.001843592112429182,8,0.0,0.0,8,0.3137347588286199,0.0031821376943710834,8,43.157148125,0.4489916447515458,8,0.11512169599678973,0.00395063598309143,8,35.075,3.083249677114813,8,0.9997910048486875,0.0005911275549126775,8,0.9988999830766627,0.0031113177036470106,8,42.028105587832215,0.44031488618970216,8,42.017177455715576,0.3959776219705884,8
587	800,lattice,8,1.0,none,none,2.0,0.9180845245085435,0.0029222736178657017,8,4.0,0.0,8,14.0,0.0,8,15.249276040898145,0.048628862682952835,8,15.249276040898145,0.048628862682952835,8,65.57746603632454,0.20873382984755182,8,1.031285190166279,0.004019235668418848,8,0.0,0.0,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,54.264865,0.5597786033207355,8,0.09742853508732571,0.0031517134368634334,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9206068877060626,0.004527619210264743,8,14.0,0.0,8,14.0,0.0,8	587	800,lattice,8,1.0,none,none,2.0,0.9180845245085435,0.0029222736178657017,8,4.0,0.0,8,14.0,0.0,8,15.249276040898145,0.048628862682952835,8,15.249276040898145,0.048628862682952835,8,65.57746603632454,0.20873382984755182,8,1.031285190166279,0.004019235668418848,8,0.0,0.0,8,0.08191547549145646,0.002922273617865711,8,0.0,0.0,8,54.264865,0.5597786033207355,8,0.09742853508732571,0.0031517134368634334,8,0.0,0.0,8,0.9155525216785947,0.00332560612840977,8,0.9206068877060626,0.004527619210264743,8,14.0,0.0,8,14.0,0.0,8
588	800,lattice,8,1.0,none,norms,2.0,0.9612368085395014,0.0016977152229343802,8,4.0,0.0,8,12.908027534666642,0.03221176941348962,8,13.428608942403693,0.04488664032641235,8,23.88257059809696,0.1163178445372904,8,41.87241023541513,0.20430524855978044,8,1.0312506655558262,0.0041203924392229545,8,0.0,0.0,8,0.038763191460498586,0.0016977152229343895,8,0.437717162944049,0.0020342458554319753,8,56.484588124999995,0.5031657417004667,8,0.0954669931723031,0.0027070355385424008,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9620871070603839,0.0019471197111463141,8,12.917125918019126,0.059012421029730526,8,12.899074612553303,0.03440807698279977,8	588	800,lattice,8,1.0,none,norms,2.0,0.9612368085395014,0.0016977152229343802,8,4.0,0.0,8,12.908027534666642,0.03221176941348962,8,13.428608942403693,0.04488664032641235,8,23.88257059809696,0.1163178445372904,8,41.87241023541513,0.20430524855978044,8,1.0312506655558262,0.0041203924392229545,8,0.0,0.0,8,0.038763191460498586,0.0016977152229343895,8,0.437717162944049,0.0020342458554319753,8,56.484588124999995,0.5031657417004667,8,0.0954669931723031,0.0027070355385424008,8,0.0,0.0,8,0.9603853377933571,0.0028114573777001006,8,0.9620871070603839,0.0019471197111463141,8,12.917125918019126,0.059012421029730526,8,12.899074612553303,0.03440807698279977,8
589	800,lattice,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.890307099872258,0.03209619798672195,8,14.890307099872258,0.03209619798672195,8,24.85497966635232,0.06443448278077808,8,40.23362298456568,0.10431325160862957,8,1.0000707413695529,0.000200086808485126,8,0.0,0.0,8,0.0,0.0,8,0.5618426674019015,0.001946270153132875,8,59.218330625,0.4775730997482224,8,0.09389750756863016,0.0020598813445465206,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.899296894345234,0.0427524299901656,8,14.881392861327614,0.033071001151019214,8	589	800,lattice,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.890307099872258,0.03209619798672195,8,14.890307099872258,0.03209619798672195,8,24.85497966635232,0.06443448278077808,8,40.23362298456568,0.10431325160862957,8,1.0000707413695529,0.000200086808485126,8,0.0,0.0,8,0.0,0.0,8,0.5618426674019015,0.001946270153132875,8,59.218330625,0.4775730997482224,8,0.09389750756863016,0.0020598813445465206,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.899296894345234,0.0427524299901656,8,14.881392861327614,0.033071001151019214,8
590	−800,random,2,0.0,distribution,central,0.5,0.07710566236843022,0.008305664129783619,8,16.0,0.0,8,16.0,0.0,8,209.43525790695233,20.475241852920743,8,384.08849742796957,37.55451800104743,8,2.627764646193337,0.28312862930761584,8,2.5605637803399093,0.11809596928669815,8,0.9228943376315697,0.008305664129783587,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,2.58767875,0.37376939630272027,8,0.31784130755175627,0.011053217992497562,8,9003.55,148.1488730008722,8,0.15374761362011335,0.016262917005387702,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	590	+800,random,2,0.0,distribution,central,0.5,0.028343824690074414,0.0030790995629685763,8,16.0,0.0,8,100.0,0.0,8,3563.592691074603,375.2017249077232,8,4039.056277619098,425.0635654592888,8,0.2500705786803575,0.027153006433730767,8,2.6663296117781234,0.06407108801426584,8,0.9716561753099255,0.003079099562968565,8,0.0,0.0,8,0.15301163317070204,0.0003339364396313924,8,-2.1233750000000002,0.13924913439074388,8,0.4418290263444909,0.01495741893059061,8,12903.55,148.1488730008722,8,0.05652722669044824,0.006127849150931322,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
591	−800,random,2,0.0,distribution,central,2.0,0.7673293840774398,0.01328249472183437,8,16.0,0.0,8,16.0,0.0,8,20.85697704067762,0.3589824307342568,8,38.25004432788044,0.656664666186709,8,26.150557515047392,0.4525616078854351,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,33.62596,0.6026616856673634,8,0.21519758710575185,0.0018543327530948686,8,1199.1625,4.017439660850056,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,16.0,0.0,8,16.0,0.0,8	591	+800,random,2,0.0,distribution,central,2.0,0.7671201265232421,0.013468126206029735,8,16.0,0.0,8,100.0,0.0,8,130.3926382476078,2.2760386603042395,8,147.79059804250264,2.577379206962472,8,6.768142582169855,0.11878753337296943,8,1.8094359172401335,0.01756819727813584,8,0.2328798734767579,0.013468126206029715,8,0.0,0.0,8,0.15301163317070204,0.0003339364396313924,8,31.09834375,0.6118883817667015,8,0.21520763939475399,0.0018747958308512668,8,1199.1625,4.017439660850056,8,0.8088928864540205,0.016622070518517655,8,0.7250567329208722,0.018502987810699912,8,100.0,0.0,8,100.0,0.0,8
592	−800,random,2,0.0,distribution,federated,0.5,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,16.0,0.0,8,20.85697704067762,0.3589824307342568,8,38.25004432788044,0.656664666186709,8,26.150557515047392,0.4525616078854351,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,33.62596,0.6026616856673634,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,16.0,0.0,8,16.0,0.0,8	592	+800,random,2,0.0,distribution,federated,0.5,0.04258153703253892,0.004008534369301334,8,13.49266506011445,0.08014296363880205,8,84.9559903606867,0.4808577818328057,8,2010.9315755034327,192.78654298251462,8,2326.712670026521,222.37909131308774,8,0.4332467067423959,0.04144625574688264,8,2.6149158171588516,0.05335541912981798,8,0.957418462967461,0.004008534369301318,8,0.0,0.0,8,0.17643280267021633,0.0009454423643958414,8,-1.0320575,0.1851850054675054,8,0.3855457072262125,0.016641223452860895,8,4886.087115301919,265.0410870882797,8,0.08492128778628064,0.007981012900433057,8,0.0,0.0,8,85.00252198437005,0.48976935998698723,8,84.9095509154839,0.4929811495214533,8
593	−800,random,2,0.0,distribution,federated,2.0,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,16.0,0.0,8,20.85697704067762,0.3589824307342568,8,38.25004432788044,0.656664666186709,8,26.150557515047392,0.4525616078854351,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,33.62596,0.6026616856673634,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,16.0,0.0,8,16.0,0.0,8	593	+800,random,2,0.0,distribution,federated,2.0,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,84.9559903606867,0.4808577818328057,8,110.74961619850691,2.26565630894794,8,128.1426834857097,2.5537272496751413,8,7.806512944471889,0.15554997418639058,8,1.8027370848700153,0.017546973293459764,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.17643280267021633,0.0009454423643958414,8,31.55872375,0.6082740368320262,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,85.00252198437005,0.48976935998698723,8,84.9095509154839,0.4929811495214533,8
594	800,random,2,0.0,distribution,none,2.0,0.11260578388440388,0.006235457973761192,8,4.0,0.0,8,14.0,0.0,8,124.65821735272607,6.833152217179915,8,124.65821735272607,6.833152217179915,8,8.04327027745742,0.44538985526865604,8,2.5961901060924615,0.023954485167036285,8,0.7744724727958325,0.007143261745739609,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,6.172789375,0.3502312488958188,8,0.32902629767010455,0.01237898260189349,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.030655071006859724,0.0029949007965485784,8,14.0,0.0,8,14.0,0.0,8	594	800,random,2,0.0,distribution,none,2.0,0.11260578388440388,0.006235457973761192,8,4.0,0.0,8,14.0,0.0,8,124.65821735272607,6.833152217179915,8,124.65821735272607,6.833152217179915,8,8.04327027745742,0.44538985526865604,8,2.5961901060924615,0.023954485167036285,8,0.7744724727958325,0.007143261745739609,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,6.172789375,0.3502312488958188,8,0.32902629767010455,0.01237898260189349,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.030655071006859724,0.0029949007965485784,8,14.0,0.0,8,14.0,0.0,8
595	800,random,2,0.0,distribution,norms,2.0,0.122347070519684,0.006301190485193563,8,4.0,0.0,8,14.0,0.0,8,114.69259030704117,5.865595241722335,8,196.8973678699145,9.686708385609792,8,5.089655565572358,0.25270866044417667,8,2.595703126225237,0.023393246659961113,8,0.8384713301855844,0.0075177572742705255,8,0.03918159929473162,0.0018959002266889396,8,0.4175471357130617,0.001834407447322674,8,6.354976875,0.34800470225617747,8,0.3226435759749427,0.012078192369792141,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.033275786752229364,0.0033036357207255856,8,14.0,0.0,8,14.0,0.0,8	595	800,random,2,0.0,distribution,norms,2.0,0.122347070519684,0.006301190485193563,8,4.0,0.0,8,14.0,0.0,8,114.69259030704117,5.865595241722335,8,196.8973678699145,9.686708385609792,8,5.089655565572358,0.25270866044417667,8,2.595703126225237,0.023393246659961113,8,0.8384713301855844,0.0075177572742705255,8,0.03918159929473162,0.0018959002266889396,8,0.4175471357130617,0.001834407447322674,8,6.354976875,0.34800470225617747,8,0.3226435759749427,0.012078192369792141,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.033275786752229364,0.0033036357207255856,8,14.0,0.0,8,14.0,0.0,8
596	800,random,2,0.0,distribution,records,2.0,0.8534194424668988,0.020309807665819125,8,2.0,0.0,8,16.0,0.0,8,18.757414557595062,0.44701133368487095,8,30.503637679719684,0.717114781358148,8,32.79879022544458,0.7689877541710487,8,1.783878565824731,0.013605948646844085,8,0.14658055753310123,0.02030980766581914,8,0.0,0.0,8,0.538807905878512,0.001582236116802351,8,50.0671575,1.221449690195453,8,0.18016442327388524,0.007491038042815952,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.8136207394968509,0.030704647750392215,8,16.0,0.0,8,16.0,0.0,8	596	800,random,2,0.0,distribution,records,2.0,0.8534194424668988,0.020309807665819125,8,2.0,0.0,8,16.0,0.0,8,18.757414557595062,0.44701133368487095,8,30.503637679719684,0.717114781358148,8,32.79879022544458,0.7689877541710487,8,1.783878565824731,0.013605948646844085,8,0.14658055753310123,0.02030980766581914,8,0.0,0.0,8,0.538807905878512,0.001582236116802351,8,50.0671575,1.221449690195453,8,0.18016442327388524,0.007491038042815952,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.8136207394968509,0.030704647750392215,8,16.0,0.0,8,16.0,0.0,8
597	−800,random,2,0.0,network,central,0.5,0.07718282866676009,0.008285453673472486,8,16.0,0.0,8,16.0,0.0,8,209.21819849525667,20.445624591959945,8,383.87143801627394,37.50930164216624,8,2.629183374066977,0.28269942349055766,8,2.5605637803399093,0.11809596928669815,8,0.9228171713332399,0.008285453673472498,8,0.0,0.0,8,0.591230519293788,0.0011656237022390663,8,2.58816375,0.3736072006012083,8,0.31784130755175627,0.011053217992497562,8,9019.2625,126.16805048935996,8,0.15374761362011335,0.016262917005387702,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	597	+800,random,2,0.0,network,central,0.5,0.028372245029580953,0.003071755074232917,8,16.0,0.0,8,100.0,0.0,8,3559.9056316172273,374.66132789711116,8,4035.3692181617225,424.46371171276814,8,0.25029116607332663,0.02709302012559219,8,2.6663296117781234,0.06407108801426584,8,0.9716277549704191,0.0030717550742329364,8,0.0,0.0,8,0.153114695669218,0.0006273377779848768,8,-2.12034375,0.13911338755926503,8,0.4418290263444909,0.01495741893059061,8,12919.2625,126.16805048935996,8,0.05652722669044824,0.006127849150931322,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
598	−800,random,2,0.0,network,central,2.0,0.7218159486690802,0.013151988746747924,8,16.0,0.0,8,16.0,0.0,8,22.172783510803622,0.40571660694949974,8,40.68155914790413,0.7020268604729953,8,24.58754823276783,0.4229617617672789,8,1.8206874737090293,0.01702586382616335,8,0.27818405133091983,0.013151988746747886,8,0.0,0.0,8,0.591230519293788,0.0011656237022390663,8,31.54566375,0.5374203073662593,8,0.20969357837018043,0.004581404139203314,8,1197.95,7.471087126860632,8,0.8088928864540205,0.016622070518517655,8,0.6339757043182324,0.02140391280071763,8,16.0,0.0,8,16.0,0.0,8	598	+800,random,2,0.0,network,central,2.0,0.7213487559780503,0.013383789933832019,8,16.0,0.0,8,100.0,0.0,8,138.67107463602008,2.579524513413286,8,157.19196691013022,2.8728037299501272,8,6.363503458125717,0.11601898710453501,8,1.8304479552431232,0.01673857150465421,8,0.27865124402194974,0.013383789933831962,8,0.0,0.0,8,0.153114695669218,0.0006273377779848768,8,29.008875,0.5440853399448065,8,0.2097288985446994,0.004594639252762459,8,1197.95,7.471087126860632,8,0.8088928864540205,0.016622070518517655,8,0.6330540264548865,0.02124886049555155,8,100.0,0.0,8,100.0,0.0,8
599	−800,random,2,0.0,network,federated,0.5,0.7218159486690802,0.013151988746747924,8,13.496811423676224,0.07930425993739193,8,16.0,0.0,8,22.172783510803622,0.40571660694949974,8,40.68155914790413,0.7020268604729953,8,24.58754823276783,0.4229617617672789,8,1.8206874737090293,0.01702586382616335,8,0.27818405133091983,0.013151988746747886,8,0.0,0.0,8,0.591230519293788,0.0011656237022390663,8,31.54566375,0.5374203073662593,8,0.20969357837018043,0.004581404139203314,8,552.05,17.43379312878129,8,0.8088928864540205,0.016622070518517655,8,0.6339757043182324,0.02140391280071763,8,16.0,0.0,8,16.0,0.0,8	599	+800,random,2,0.0,network,federated,0.5,0.04262752343467055,0.004042510533231012,8,13.496811423676224,0.07930425993739193,8,84.98086854205734,0.4758255596243595,8,2009.5077521157295,193.08669282099666,8,2325.288846638818,222.58523262655615,8,0.43352694140136516,0.04157244945588256,8,2.6149158171588516,0.05335541912981798,8,0.9573724765653294,0.004042510533230981,8,0.0,0.0,8,0.1765047623923906,0.0013617641916068262,8,-1.0302675,0.18624787084113772,8,0.3855457072262125,0.016641223452860895,8,4895.830865301919,289.8665940430292,8,0.08492128778628064,0.007981012900433057,8,0.0,0.0,8,85.00252198437005,0.48976935998698723,8,84.96149585828681,0.60620652532386,8
600	−800,random,2,0.0,network,federated,2.0,0.7218159486690802,0.013151988746747924,8,13.496811423676224,0.07930425993739193,8,16.0,0.0,8,22.172783510803622,0.40571660694949974,8,40.68155914790413,0.7020268604729953,8,24.58754823276783,0.4229617617672789,8,1.8206874737090293,0.01702586382616335,8,0.27818405133091983,0.013151988746747886,8,0.0,0.0,8,0.591230519293788,0.0011656237022390663,8,31.54566375,0.5374203073662593,8,0.20969357837018043,0.004581404139203314,8,552.05,17.43379312878129,8,0.8088928864540205,0.016622070518517655,8,0.6339757043182324,0.02140391280071763,8,16.0,0.0,8,16.0,0.0,8	600	+800,random,2,0.0,network,federated,2.0,0.7215252509946616,0.013281252159002287,8,13.496811423676224,0.07930425993739193,8,84.98086854205734,0.4758255596243595,8,117.82251405347726,2.7073466504256265,8,136.33881405072734,2.990983397050215,8,7.337747530132795,0.1604173698625185,8,1.8230284263250007,0.01690133153799049,8,0.2784747490053384,0.013281252159002303,8,0.0,0.0,8,0.1765047623923906,0.0013617641916068262,8,29.4666075,0.5504005049247589,8,0.20966178004909003,0.004571323834900495,8,552.05,17.43379312878129,8,0.8088928864540205,0.016622070518517655,8,0.6334022158699283,0.02127004962721599,8,85.00252198437005,0.48976935998698723,8,84.96149585828681,0.60620652532386,8
601	800,random,2,0.0,network,none,2.0,0.11289846324201654,0.0051764219842922775,8,4.0,0.0,8,14.0,0.0,8,124.23505425262383,5.732504982955891,8,124.23505425262383,5.732504982955891,8,8.064175945858324,0.3697444274494486,8,2.583789913813681,0.02217231249774681,8,0.7741386686952108,0.006595438392108592,8,0.11296286806277271,0.0032792332520534865,8,0.0,0.0,8,6.2181693749999996,0.3023243830065117,8,0.32680420622812667,0.017011011183758154,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.03197052155124351,0.0026392251597205335,8,14.0,0.0,8,14.0,0.0,8	601	800,random,2,0.0,network,none,2.0,0.11289846324201654,0.0051764219842922775,8,4.0,0.0,8,14.0,0.0,8,124.23505425262383,5.732504982955891,8,124.23505425262383,5.732504982955891,8,8.064175945858324,0.3697444274494486,8,2.583789913813681,0.02217231249774681,8,0.7741386686952108,0.006595438392108592,8,0.11296286806277271,0.0032792332520534865,8,0.0,0.0,8,6.2181693749999996,0.3023243830065117,8,0.32680420622812667,0.017011011183758154,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.03197052155124351,0.0026392251597205335,8,14.0,0.0,8,14.0,0.0,8
602	800,random,2,0.0,network,norms,2.0,0.1225928642929433,0.005159862527561878,8,4.0,0.0,8,14.0,0.0,8,114.37810457048619,4.861849396609583,8,196.01280645162635,8.227364379659571,8,5.109511993448962,0.21259368290121378,8,2.5835364257485995,0.021493921590529465,8,0.8381398953557871,0.006475305454992417,8,0.03926724035126959,0.0016723088884256197,8,0.4164861544858456,0.00130909128418436,8,6.400356875,0.30299801238076907,8,0.3202170053442047,0.017287567626391623,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.03456815011200534,0.0031165556253243336,8,14.0,0.0,8,14.0,0.0,8	602	800,random,2,0.0,network,norms,2.0,0.1225928642929433,0.005159862527561878,8,4.0,0.0,8,14.0,0.0,8,114.37810457048619,4.861849396609583,8,196.01280645162635,8.227364379659571,8,5.109511993448962,0.21259368290121378,8,2.5835364257485995,0.021493921590529465,8,0.8381398953557871,0.006475305454992417,8,0.03926724035126959,0.0016723088884256197,8,0.4164861544858456,0.00130909128418436,8,6.400356875,0.30299801238076907,8,0.3202170053442047,0.017287567626391623,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.03456815011200534,0.0031165556253243336,8,14.0,0.0,8,14.0,0.0,8
603	800,random,2,0.0,network,records,2.0,0.7901641155725515,0.016826884598814113,8,2.0,0.0,8,16.0,0.0,8,20.257135867402653,0.43897447416876123,8,32.926735890815486,0.7444809603459766,8,30.383786383712746,0.6739338426982021,8,1.806633410204753,0.011926593458256576,8,0.2098358844274485,0.01682688459881408,8,0.0,0.0,8,0.5385769997788596,0.0010088352950305033,8,46.34212375,1.1327061722004799,8,0.18710547112523485,0.0063228667260848545,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.6874376053069972,0.027297719642495822,8,16.0,0.0,8,16.0,0.0,8	603	800,random,2,0.0,network,records,2.0,0.7901641155725515,0.016826884598814113,8,2.0,0.0,8,16.0,0.0,8,20.257135867402653,0.43897447416876123,8,32.926735890815486,0.7444809603459766,8,30.383786383712746,0.6739338426982021,8,1.806633410204753,0.011926593458256576,8,0.2098358844274485,0.01682688459881408,8,0.0,0.0,8,0.5385769997788596,0.0010088352950305033,8,46.34212375,1.1327061722004799,8,0.18710547112523485,0.0063228667260848545,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.6874376053069972,0.027297719642495822,8,16.0,0.0,8,16.0,0.0,8
604	−800,random,2,0.0,none,central,0.5,0.07710566236843022,0.008305664129783619,8,16.0,0.0,8,16.0,0.0,8,209.43525790695233,20.475241852920743,8,384.08849742796957,37.55451800104743,8,2.627764646193337,0.28312862930761584,8,2.5605637803399093,0.11809596928669815,8,0.9228943376315697,0.008305664129783587,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,2.58767875,0.37376939630272027,8,0.31784130755175627,0.011053217992497562,8,9003.55,148.1488730008722,8,0.15374761362011335,0.016262917005387702,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	604	+800,random,2,0.0,none,central,0.5,0.028343824690074414,0.0030790995629685763,8,16.0,0.0,8,100.0,0.0,8,3563.592691074603,375.2017249077232,8,4039.056277619098,425.0635654592888,8,0.2500705786803575,0.027153006433730767,8,2.6663296117781234,0.06407108801426584,8,0.9716561753099255,0.003079099562968565,8,0.0,0.0,8,0.15301163317070204,0.0003339364396313924,8,-2.1233750000000002,0.13924913439074388,8,0.4418290263444909,0.01495741893059061,8,12903.55,148.1488730008722,8,0.05652722669044824,0.006127849150931322,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
605	−800,random,2,0.0,none,central,2.0,0.7673293840774398,0.01328249472183437,8,16.0,0.0,8,16.0,0.0,8,20.85697704067762,0.3589824307342568,8,38.25004432788044,0.656664666186709,8,26.150557515047392,0.4525616078854351,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,33.62596,0.6026616856673634,8,0.21519758710575185,0.0018543327530948686,8,1199.1625,4.017439660850056,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,16.0,0.0,8,16.0,0.0,8	605	+800,random,2,0.0,none,central,2.0,0.7671201265232421,0.013468126206029735,8,16.0,0.0,8,100.0,0.0,8,130.3926382476078,2.2760386603042395,8,147.79059804250264,2.577379206962472,8,6.768142582169855,0.11878753337296943,8,1.8094359172401335,0.01756819727813584,8,0.2328798734767579,0.013468126206029715,8,0.0,0.0,8,0.15301163317070204,0.0003339364396313924,8,31.09834375,0.6118883817667015,8,0.21520763939475399,0.0018747958308512668,8,1199.1625,4.017439660850056,8,0.8088928864540205,0.016622070518517655,8,0.7250567329208722,0.018502987810699912,8,100.0,0.0,8,100.0,0.0,8
606	−800,random,2,0.0,none,federated,0.5,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,16.0,0.0,8,20.85697704067762,0.3589824307342568,8,38.25004432788044,0.656664666186709,8,26.150557515047392,0.4525616078854351,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,33.62596,0.6026616856673634,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,16.0,0.0,8,16.0,0.0,8	606	+800,random,2,0.0,none,federated,0.5,0.04258153703253892,0.004008534369301334,8,13.49266506011445,0.08014296363880205,8,84.9559903606867,0.4808577818328057,8,2010.9315755034327,192.78654298251462,8,2326.712670026521,222.37909131308774,8,0.4332467067423959,0.04144625574688264,8,2.6149158171588516,0.05335541912981798,8,0.957418462967461,0.004008534369301318,8,0.0,0.0,8,0.17643280267021633,0.0009454423643958414,8,-1.0320575,0.1851850054675054,8,0.3855457072262125,0.016641223452860895,8,4886.087115301919,265.0410870882797,8,0.08492128778628064,0.007981012900433057,8,0.0,0.0,8,85.00252198437005,0.48976935998698723,8,84.9095509154839,0.4929811495214533,8
607	−800,random,2,0.0,none,federated,2.0,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,16.0,0.0,8,20.85697704067762,0.3589824307342568,8,38.25004432788044,0.656664666186709,8,26.150557515047392,0.4525616078854351,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,33.62596,0.6026616856673634,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,16.0,0.0,8,16.0,0.0,8	607	+800,random,2,0.0,none,federated,2.0,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,84.9559903606867,0.4808577818328057,8,110.74961619850691,2.26565630894794,8,128.1426834857097,2.5537272496751413,8,7.806512944471889,0.15554997418639058,8,1.8027370848700153,0.017546973293459764,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.17643280267021633,0.0009454423643958414,8,31.55872375,0.6082740368320262,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,85.00252198437005,0.48976935998698723,8,84.9095509154839,0.4929811495214533,8
608	800,random,2,0.0,none,none,2.0,0.11260578388440388,0.006235457973761192,8,4.0,0.0,8,14.0,0.0,8,124.65821735272607,6.833152217179915,8,124.65821735272607,6.833152217179915,8,8.04327027745742,0.44538985526865604,8,2.5961901060924615,0.023954485167036285,8,0.7744724727958325,0.007143261745739609,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,6.172789375,0.3502312488958188,8,0.32902629767010455,0.01237898260189349,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.030655071006859724,0.0029949007965485784,8,14.0,0.0,8,14.0,0.0,8	608	800,random,2,0.0,none,none,2.0,0.11260578388440388,0.006235457973761192,8,4.0,0.0,8,14.0,0.0,8,124.65821735272607,6.833152217179915,8,124.65821735272607,6.833152217179915,8,8.04327027745742,0.44538985526865604,8,2.5961901060924615,0.023954485167036285,8,0.7744724727958325,0.007143261745739609,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,6.172789375,0.3502312488958188,8,0.32902629767010455,0.01237898260189349,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.030655071006859724,0.0029949007965485784,8,14.0,0.0,8,14.0,0.0,8
609	800,random,2,0.0,none,norms,2.0,0.122347070519684,0.006301190485193563,8,4.0,0.0,8,14.0,0.0,8,114.69259030704117,5.865595241722335,8,196.8973678699145,9.686708385609792,8,5.089655565572358,0.25270866044417667,8,2.595703126225237,0.023393246659961113,8,0.8384713301855844,0.0075177572742705255,8,0.03918159929473162,0.0018959002266889396,8,0.4175471357130617,0.001834407447322674,8,6.354976875,0.34800470225617747,8,0.3226435759749427,0.012078192369792141,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.033275786752229364,0.0033036357207255856,8,14.0,0.0,8,14.0,0.0,8	609	800,random,2,0.0,none,norms,2.0,0.122347070519684,0.006301190485193563,8,4.0,0.0,8,14.0,0.0,8,114.69259030704117,5.865595241722335,8,196.8973678699145,9.686708385609792,8,5.089655565572358,0.25270866044417667,8,2.595703126225237,0.023393246659961113,8,0.8384713301855844,0.0075177572742705255,8,0.03918159929473162,0.0018959002266889396,8,0.4175471357130617,0.001834407447322674,8,6.354976875,0.34800470225617747,8,0.3226435759749427,0.012078192369792141,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.033275786752229364,0.0033036357207255856,8,14.0,0.0,8,14.0,0.0,8
610	800,random,2,0.0,none,records,2.0,0.8534194424668988,0.020309807665819125,8,2.0,0.0,8,16.0,0.0,8,18.757414557595062,0.44701133368487095,8,30.503637679719684,0.717114781358148,8,32.79879022544458,0.7689877541710487,8,1.783878565824731,0.013605948646844085,8,0.14658055753310123,0.02030980766581914,8,0.0,0.0,8,0.538807905878512,0.001582236116802351,8,50.0671575,1.221449690195453,8,0.18016442327388524,0.007491038042815952,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.8136207394968509,0.030704647750392215,8,16.0,0.0,8,16.0,0.0,8	610	800,random,2,0.0,none,records,2.0,0.8534194424668988,0.020309807665819125,8,2.0,0.0,8,16.0,0.0,8,18.757414557595062,0.44701133368487095,8,30.503637679719684,0.717114781358148,8,32.79879022544458,0.7689877541710487,8,1.783878565824731,0.013605948646844085,8,0.14658055753310123,0.02030980766581914,8,0.0,0.0,8,0.538807905878512,0.001582236116802351,8,50.0671575,1.221449690195453,8,0.18016442327388524,0.007491038042815952,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.8136207394968509,0.030704647750392215,8,16.0,0.0,8,16.0,0.0,8
611	−800,random,2,1.0,distribution,central,0.5,0.07710566236843022,0.008305664129783619,8,16.0,0.0,8,15.431403805477565,0.024690443652187772,8,201.9941364306403,19.757622451097255,8,376.6473759516576,36.83619566156017,8,2.6797130281755375,0.2890292575279211,8,2.5605637803399093,0.11809596928669815,8,0.9228943376315697,0.008305664129783587,8,0.0,0.0,8,0.6027196660765695,0.000754363811930988,8,2.604725,0.37384118937247746,8,0.31784130755175627,0.011053217992497562,8,9003.55,148.1488730008722,8,0.15374761362011335,0.016262917005387702,8,0.0,0.0,8,14.907566784491742,0.030350012444820735,8,15.958232524747164,0.03360867517226504,8	611	+800,random,2,1.0,distribution,central,0.5,0.028343824690074414,0.0030790995629685763,8,16.0,0.0,8,95.45123044382052,0.19752354921750218,8,3401.8712131765906,362.50824470730544,8,3877.334799721086,412.36914106424825,8,0.2605511093153974,0.02853251751322165,8,2.6663296117781234,0.06407108801426584,8,0.9716561753099255,0.003079099562968565,8,0.0,0.0,8,0.15940957965656347,0.0004222151829937933,8,-1.987005,0.14240468551681454,8,0.4418290263444909,0.01495741893059061,8,12903.55,148.1488730008722,8,0.05652722669044824,0.006127849150931322,8,0.0,0.0,8,91.26053427593394,0.24280009955856588,8,99.66586019797731,0.2688694013781203,8
612	−800,random,2,1.0,distribution,central,2.0,0.7673293840774398,0.01328249472183437,8,16.0,0.0,8,15.431403805477565,0.024690443652187772,8,20.115713120177002,0.34366006370767094,8,37.50878040737982,0.6410796561220594,8,26.66728759958162,0.45901718076529785,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.6027196660765695,0.000754363811930988,8,33.64300625,0.6025848486535194,8,0.21519758710575185,0.0018543327530948686,8,1199.1625,4.017439660850056,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,14.907566784491742,0.030350012444820735,8,15.958232524747164,0.03360867517226504,8	612	+800,random,2,1.0,distribution,central,2.0,0.7671201265232421,0.013468126206029735,8,16.0,0.0,8,95.45123044382052,0.19752354921750218,8,124.46089865704299,2.1579790190955572,8,141.8588584519378,2.4582687231792693,8,7.051120742688844,0.12272868219775185,8,1.8094359172401335,0.01756819727813584,8,0.2328798734767579,0.013468126206029715,8,0.0,0.0,8,0.15940957965656347,0.0004222151829937933,8,31.23471375,0.6113488924837199,8,0.21520763939475399,0.0018747958308512668,8,1199.1625,4.017439660850056,8,0.8088928864540205,0.016622070518517655,8,0.7250567329208722,0.018502987810699912,8,91.26053427593394,0.24280009955856588,8,99.66586019797731,0.2688694013781203,8
613	−800,random,2,1.0,distribution,federated,0.5,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,15.431403805477565,0.024690443652187772,8,20.115713120177002,0.34366006370767094,8,37.50878040737982,0.6410796561220594,8,26.66728759958162,0.45901718076529785,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.6027196660765695,0.000754363811930988,8,33.64300625,0.6025848486535194,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,14.907566784491742,0.030350012444820735,8,15.958232524747164,0.03360867517226504,8	613	+800,random,2,1.0,distribution,federated,0.5,0.04258153703253892,0.004008534369301334,8,13.49266506011445,0.08014296363880205,8,81.10691168827586,0.5621635126820425,8,1920.0337564475185,186.7512125629987,8,2235.814850970607,216.3340919951458,8,0.4509488831215134,0.04365125744996277,8,2.6149158171588516,0.05335541912981798,8,0.957418462967461,0.004008534369301318,8,0.0,0.0,8,0.18362472677164368,0.0011558273224095395,8,-0.9166643750000001,0.18829293533210995,8,0.3855457072262125,0.016641223452860895,8,4886.087115301919,265.0410870882797,8,0.08492128778628064,0.007981012900433057,8,0.0,0.0,8,77.6220329298436,0.5473820476794047,8,84.61218764383135,0.6008845401516543,8
614	−800,random,2,1.0,distribution,federated,2.0,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,15.431403805477565,0.024690443652187772,8,20.115713120177002,0.34366006370767094,8,37.50878040737982,0.6410796561220594,8,26.66728759958162,0.45901718076529785,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.6027196660765695,0.000754363811930988,8,33.64300625,0.6025848486535194,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,14.907566784491742,0.030350012444820735,8,15.958232524747164,0.03360867517226504,8	614	+800,random,2,1.0,distribution,federated,2.0,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,81.10691168827586,0.5621635126820425,8,105.73151422539551,2.183086611130047,8,123.12458151259833,2.4663530114263748,8,8.124703399511773,0.16253829737789438,8,1.8027370848700153,0.017546973293459764,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.18362472677164368,0.0011558273224095395,8,31.674116875000003,0.607545951036614,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,77.6220329298436,0.5473820476794047,8,84.61218764383135,0.6008845401516543,8
615	800,random,2,1.0,distribution,none,2.0,0.11260578388440388,0.006235457973761192,8,4.0,0.0,8,14.0,0.0,8,124.65821735272607,6.833152217179915,8,124.65821735272607,6.833152217179915,8,8.04327027745742,0.44538985526865604,8,2.5961901060924615,0.023954485167036285,8,0.7744724727958325,0.007143261745739609,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,6.172789375,0.3502312488958188,8,0.32902629767010455,0.01237898260189349,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.030655071006859724,0.0029949007965485784,8,14.0,0.0,8,14.0,0.0,8	615	800,random,2,1.0,distribution,none,2.0,0.11260578388440388,0.006235457973761192,8,4.0,0.0,8,14.0,0.0,8,124.65821735272607,6.833152217179915,8,124.65821735272607,6.833152217179915,8,8.04327027745742,0.44538985526865604,8,2.5961901060924615,0.023954485167036285,8,0.7744724727958325,0.007143261745739609,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,6.172789375,0.3502312488958188,8,0.32902629767010455,0.01237898260189349,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.030655071006859724,0.0029949007965485784,8,14.0,0.0,8,14.0,0.0,8
616	800,random,2,1.0,distribution,norms,2.0,0.122347070519684,0.006301190485193563,8,4.0,0.0,8,13.40570918789407,0.015941792083908196,8,109.82492574344735,5.634378289358909,8,192.02970330632067,9.458419793080576,8,5.21871539112934,0.25984338133668045,8,2.595703126225237,0.023393246659961113,8,0.8384713301855844,0.0075177572742705255,8,0.03918159929473162,0.0018959002266889396,8,0.4281325742462445,0.0017922136166093406,8,6.378664375,0.3480733225243282,8,0.3226435759749427,0.012078192369792141,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.033275786752229364,0.0033036357207255856,8,12.891405965483425,0.04550624505054596,8,13.919743813038375,0.05818687558207409,8	616	800,random,2,1.0,distribution,norms,2.0,0.122347070519684,0.006301190485193563,8,4.0,0.0,8,13.40570918789407,0.015941792083908196,8,109.82492574344735,5.634378289358909,8,192.02970330632067,9.458419793080576,8,5.21871539112934,0.25984338133668045,8,2.595703126225237,0.023393246659961113,8,0.8384713301855844,0.0075177572742705255,8,0.03918159929473162,0.0018959002266889396,8,0.4281325742462445,0.0017922136166093406,8,6.378664375,0.3480733225243282,8,0.3226435759749427,0.012078192369792141,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.033275786752229364,0.0033036357207255856,8,12.891405965483425,0.04550624505054596,8,13.919743813038375,0.05818687558207409,8
617	800,random,2,1.0,distribution,records,2.0,0.8534194424668988,0.020309807665819125,8,2.0,0.0,8,15.416555587949402,0.02888357270434072,8,18.07286429737734,0.40441889035966017,8,29.81908741950196,0.6750840177901326,8,33.55057727244281,0.7578958567601163,8,1.783878565824731,0.013605948646844085,8,0.14658055753310123,0.02030980766581914,8,0.0,0.0,8,0.5511674841403554,0.0015804933339623494,8,50.0904525,1.2206728132088234,8,0.18016442327388524,0.007491038042815952,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.8136207394968509,0.030704647750392215,8,14.89392427153602,0.055195999164763844,8,15.938650803293532,0.03358121759864308,8	617	800,random,2,1.0,distribution,records,2.0,0.8534194424668988,0.020309807665819125,8,2.0,0.0,8,15.416555587949402,0.02888357270434072,8,18.07286429737734,0.40441889035966017,8,29.81908741950196,0.6750840177901326,8,33.55057727244281,0.7578958567601163,8,1.783878565824731,0.013605948646844085,8,0.14658055753310123,0.02030980766581914,8,0.0,0.0,8,0.5511674841403554,0.0015804933339623494,8,50.0904525,1.2206728132088234,8,0.18016442327388524,0.007491038042815952,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.8136207394968509,0.030704647750392215,8,14.89392427153602,0.055195999164763844,8,15.938650803293532,0.03358121759864308,8
618	−800,random,2,1.0,network,central,0.5,0.07718282866676009,0.008285453673472486,8,16.0,0.0,8,14.899658959998911,0.03326965334998744,8,194.82823800103827,19.026449029121775,8,369.4814775220555,36.0802073647337,8,2.731548939130914,0.2935223062804827,8,2.5605637803399093,0.11809596928669815,8,0.9228171713332399,0.008285453673472498,8,0.0,0.0,8,0.6142543036508723,0.0016742286391691645,8,2.621114375,0.37354757499105307,8,0.31784130755175627,0.011053217992497562,8,9019.2625,126.16805048935996,8,0.15374761362011335,0.016262917005387702,8,0.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.89175966316439,0.044801006160255265,8	618	+800,random,2,1.0,network,central,0.5,0.028372245029580953,0.003071755074232917,8,16.0,0.0,8,91.19727167999129,0.2661572267998995,8,3246.6312076469976,342.9694501951872,8,3722.0947941914933,392.7128330703143,8,0.2713706571208964,0.02942549334466398,8,2.6663296117781234,0.06407108801426584,8,0.9716277549704191,0.0030717550742329364,8,0.0,0.0,8,0.16600753078469418,0.0009811273331577553,8,-1.8567387500000003,0.14014808325864253,8,0.4418290263444909,0.01495741893059061,8,12919.2625,126.16805048935996,8,0.05652722669044824,0.006127849150931322,8,0.0,0.0,8,91.26053427593394,0.24280009955856588,8,91.13407730531512,0.3584080492820421,8
619	−800,random,2,1.0,network,central,2.0,0.7218159486690802,0.013151988746747924,8,16.0,0.0,8,14.899658959998911,0.03326965334998744,8,20.64838934344819,0.40836527119714605,8,39.1571649805487,0.7015583805144656,8,25.545252123248666,0.45559236889818316,8,1.8206874737090293,0.01702586382616335,8,0.27818405133091983,0.013151988746747886,8,0.0,0.0,8,0.6142543036508723,0.0016742286391691645,8,31.578614375,0.5378557690326445,8,0.20969357837018043,0.004581404139203314,8,1197.95,7.471087126860632,8,0.8088928864540205,0.016622070518517655,8,0.6339757043182324,0.02140391280071763,8,14.907566784491742,0.030350012444820735,8,14.89175966316439,0.044801006160255265,8	619	+800,random,2,1.0,network,central,2.0,0.7213487559780503,0.013383789933832019,8,16.0,0.0,8,91.19727167999129,0.2661572267998995,8,126.46785161692821,2.594046076946792,8,144.98874389103835,2.8809941601424476,8,6.899459015825292,0.13642836349014212,8,1.8304479552431232,0.01673857150465421,8,0.27865124402194974,0.013383789933831962,8,0.0,0.0,8,0.16600753078469418,0.0009811273331577553,8,29.27248,0.5475212738202174,8,0.2097288985446994,0.004594639252762459,8,1197.95,7.471087126860632,8,0.8088928864540205,0.016622070518517655,8,0.6330540264548865,0.02124886049555155,8,91.26053427593394,0.24280009955856588,8,91.13407730531512,0.3584080492820421,8
620	−800,random,2,1.0,network,federated,0.5,0.7218159486690802,0.013151988746747924,8,13.496811423676224,0.07930425993739193,8,14.899658959998911,0.03326965334998744,8,20.64838934344819,0.40836527119714605,8,39.1571649805487,0.7015583805144656,8,25.545252123248666,0.45559236889818316,8,1.8206874737090293,0.01702586382616335,8,0.27818405133091983,0.013151988746747886,8,0.0,0.0,8,0.6142543036508723,0.0016742286391691645,8,31.578614375,0.5378557690326445,8,0.20969357837018043,0.004581404139203314,8,552.05,17.43379312878129,8,0.8088928864540205,0.016622070518517655,8,0.6339757043182324,0.02140391280071763,8,14.907566784491742,0.030350012444820735,8,14.89175966316439,0.044801006160255265,8	620	+800,random,2,1.0,network,federated,0.5,0.04262752343467055,0.004042510533231012,8,13.496811423676224,0.07930425993739193,8,77.5532316320665,0.6256510061319692,8,1833.9588297475834,177.51230477068478,8,2149.739924270672,206.94585998398222,8,0.4689762740050689,0.04527278358585687,8,2.6149158171588516,0.05335541912981798,8,0.9573724765653294,0.004042510533230981,8,0.0,0.0,8,0.19093026469934865,0.0018267020908348563,8,-0.8078331250000002,0.1875778826616808,8,0.3855457072262125,0.016641223452860895,8,4895.830865301919,289.8665940430292,8,0.08492128778628064,0.007981012900433057,8,0.0,0.0,8,77.6220329298436,0.5473820476794047,8,77.48637287699711,0.8100085010797986,8
621	−800,random,2,1.0,network,federated,2.0,0.7218159486690802,0.013151988746747924,8,13.496811423676224,0.07930425993739193,8,14.899658959998911,0.03326965334998744,8,20.64838934344819,0.40836527119714605,8,39.1571649805487,0.7015583805144656,8,25.545252123248666,0.45559236889818316,8,1.8206874737090293,0.01702586382616335,8,0.27818405133091983,0.013151988746747886,8,0.0,0.0,8,0.6142543036508723,0.0016742286391691645,8,31.578614375,0.5378557690326445,8,0.20969357837018043,0.004581404139203314,8,552.05,17.43379312878129,8,0.8088928864540205,0.016622070518517655,8,0.6339757043182324,0.02140391280071763,8,14.907566784491742,0.030350012444820735,8,14.89175966316439,0.044801006160255265,8	621	+800,random,2,1.0,network,federated,2.0,0.7215252509946616,0.013281252159002287,8,13.496811423676224,0.07930425993739193,8,77.5532316320665,0.6256510061319692,8,107.52730569721501,2.687586254766942,8,126.0436056944651,2.965881719568948,8,7.937585569224229,0.18571831798190042,8,1.8230284263250007,0.01690133153799049,8,0.2784747490053384,0.013281252159002303,8,0.0,0.0,8,0.19093026469934865,0.0018267020908348563,8,29.689041875,0.5526025943138624,8,0.20966178004909003,0.004571323834900495,8,552.05,17.43379312878129,8,0.8088928864540205,0.016622070518517655,8,0.6334022158699283,0.02127004962721599,8,77.6220329298436,0.5473820476794047,8,77.48637287699711,0.8100085010797986,8
622	800,random,2,1.0,network,none,2.0,0.11289846324201654,0.0051764219842922775,8,4.0,0.0,8,14.0,0.0,8,124.23505425262383,5.732504982955891,8,124.23505425262383,5.732504982955891,8,8.064175945858324,0.3697444274494486,8,2.583789913813681,0.02217231249774681,8,0.7741386686952108,0.006595438392108592,8,0.11296286806277271,0.0032792332520534865,8,0.0,0.0,8,6.2181693749999996,0.3023243830065117,8,0.32680420622812667,0.017011011183758154,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.03197052155124351,0.0026392251597205335,8,14.0,0.0,8,14.0,0.0,8	622	800,random,2,1.0,network,none,2.0,0.11289846324201654,0.0051764219842922775,8,4.0,0.0,8,14.0,0.0,8,124.23505425262383,5.732504982955891,8,124.23505425262383,5.732504982955891,8,8.064175945858324,0.3697444274494486,8,2.583789913813681,0.02217231249774681,8,0.7741386686952108,0.006595438392108592,8,0.11296286806277271,0.0032792332520534865,8,0.0,0.0,8,6.2181693749999996,0.3023243830065117,8,0.32680420622812667,0.017011011183758154,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.03197052155124351,0.0026392251597205335,8,14.0,0.0,8,14.0,0.0,8
623	800,random,2,1.0,network,norms,2.0,0.1225928642929433,0.005159862527561878,8,4.0,0.0,8,12.893261871785773,0.039135218504017785,8,105.33331069344689,4.414465423910816,8,186.96801257458705,7.763731380761151,8,5.356504435459646,0.22016760272567767,8,2.5835364257485995,0.021493921590529465,8,0.8381398953557871,0.006475305454992417,8,0.03926724035126959,0.0016723088884256197,8,0.4366282948304441,0.0018636733190842524,8,6.444655624999999,0.3024500305887323,8,0.3202170053442047,0.017287567626391623,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.03456815011200534,0.0031165556253243336,8,12.891405965483425,0.04550624505054596,8,12.895204502126933,0.05249185062765809,8	623	800,random,2,1.0,network,norms,2.0,0.1225928642929433,0.005159862527561878,8,4.0,0.0,8,12.893261871785773,0.039135218504017785,8,105.33331069344689,4.414465423910816,8,186.96801257458705,7.763731380761151,8,5.356504435459646,0.22016760272567767,8,2.5835364257485995,0.021493921590529465,8,0.8381398953557871,0.006475305454992417,8,0.03926724035126959,0.0016723088884256197,8,0.4366282948304441,0.0018636733190842524,8,6.444655624999999,0.3024500305887323,8,0.3202170053442047,0.017287567626391623,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.03456815011200534,0.0031165556253243336,8,12.891405965483425,0.04550624505054596,8,12.895204502126933,0.05249185062765809,8
624	800,random,2,1.0,network,records,2.0,0.7901641155725515,0.016826884598814113,8,2.0,0.0,8,14.889887153548402,0.04243200069625667,8,18.851371003971973,0.3966172692533955,8,31.520971027384807,0.698544045464385,8,31.738289949992605,0.6901007371255493,8,1.806633410204753,0.011926593458256576,8,0.2098358844274485,0.01682688459881408,8,0.0,0.0,8,0.5625928883237581,0.001716508414179318,8,46.386495625,1.1322134035231222,8,0.18710547112523485,0.0063228667260848545,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.6874376053069972,0.027297719642495822,8,14.89392427153602,0.055195999164763844,8,14.88587761523993,0.03852757033334005,8	624	800,random,2,1.0,network,records,2.0,0.7901641155725515,0.016826884598814113,8,2.0,0.0,8,14.889887153548402,0.04243200069625667,8,18.851371003971973,0.3966172692533955,8,31.520971027384807,0.698544045464385,8,31.738289949992605,0.6901007371255493,8,1.806633410204753,0.011926593458256576,8,0.2098358844274485,0.01682688459881408,8,0.0,0.0,8,0.5625928883237581,0.001716508414179318,8,46.386495625,1.1322134035231222,8,0.18710547112523485,0.0063228667260848545,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.6874376053069972,0.027297719642495822,8,14.89392427153602,0.055195999164763844,8,14.88587761523993,0.03852757033334005,8
625	−800,random,2,1.0,none,central,0.5,0.07710566236843022,0.008305664129783619,8,16.0,0.0,8,14.906714321864566,0.02476380975207242,8,195.12192895547528,19.040895664358967,8,369.7751684764925,36.11880941059951,8,2.7294508615785302,0.2940168448083994,8,2.5605637803399093,0.11809596928669815,8,0.9228943376315697,0.008305664129783587,8,0.0,0.0,8,0.6139142166694759,0.0008240856265643843,8,2.620454375,0.37373028694728017,8,0.31784130755175627,0.011053217992497562,8,9003.55,148.1488730008722,8,0.15374761362011335,0.016262917005387702,8,0.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.90578904778795,0.034709637562562595,8	625	+800,random,2,1.0,none,central,0.5,0.028343824690074414,0.0030790995629685763,8,16.0,0.0,8,91.25371457491653,0.19811047801657936,8,3252.2799672527626,346.83427376543676,8,3727.743553797258,396.69064736140797,8,0.2710064066871489,0.029657987053276984,8,2.6663296117781234,0.06407108801426584,8,0.9716561753099255,0.003079099562968565,8,0.0,0.0,8,0.165806882634668,0.00048085173928055097,8,-1.86117,0.14216726918869693,8,0.4418290263444909,0.01495741893059061,8,12903.55,148.1488730008722,8,0.05652722669044824,0.006127849150931322,8,0.0,0.0,8,91.26053427593394,0.24280009955856588,8,91.2463123823036,0.27767710050050076,8
626	−800,random,2,1.0,none,central,2.0,0.7673293840774398,0.01328249472183437,8,16.0,0.0,8,14.906714321864566,0.02476380975207242,8,19.43163302284566,0.32417791120596795,8,36.82470031004848,0.6212231753179779,8,27.162496371189476,0.4614559632211982,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.6139142166694759,0.0008240856265643843,8,33.658735625,0.6023958020950142,8,0.21519758710575185,0.0018543327530948686,8,1199.1625,4.017439660850056,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,14.907566784491742,0.030350012444820735,8,14.90578904778795,0.034709637562562595,8	626	+800,random,2,1.0,none,central,2.0,0.7671201265232421,0.013468126206029735,8,16.0,0.0,8,91.25371457491653,0.19811047801657936,8,118.98669472218464,1.9997072204535946,8,136.38465451707947,2.2990265046486993,8,7.334034138832595,0.12415355899235882,8,1.8094359172401335,0.01756819727813584,8,0.2328798734767579,0.013468126206029715,8,0.0,0.0,8,0.165806882634668,0.00048085173928055097,8,31.36054875,0.6098283929209104,8,0.21520763939475399,0.0018747958308512668,8,1199.1625,4.017439660850056,8,0.8088928864540205,0.016622070518517655,8,0.7250567329208722,0.018502987810699912,8,91.26053427593394,0.24280009955856588,8,91.2463123823036,0.27767710050050076,8
627	−800,random,2,1.0,none,federated,0.5,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,14.906714321864566,0.02476380975207242,8,19.43163302284566,0.32417791120596795,8,36.82470031004848,0.6212231753179779,8,27.162496371189476,0.4614559632211982,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.6139142166694759,0.0008240856265643843,8,33.658735625,0.6023958020950142,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,14.907566784491742,0.030350012444820735,8,14.90578904778795,0.034709637562562595,8	627	+800,random,2,1.0,none,federated,0.5,0.04258153703253892,0.004008534369301334,8,13.49266506011445,0.08014296363880205,8,77.5733579094438,0.5410715139945428,8,1836.4040641357785,178.95125897085035,8,2152.1851586588673,208.53150513650985,8,0.4684772680147997,0.04535050308127312,8,2.6149158171588516,0.05335541912981798,8,0.957418462967461,0.004008534369301318,8,0.0,0.0,8,0.1907616059282889,0.0012254011183519295,8,-0.810735,0.18811421591302305,8,0.3855457072262125,0.016641223452860895,8,4886.087115301919,265.0410870882797,8,0.08492128778628064,0.007981012900433057,8,0.0,0.0,8,77.6220329298436,0.5473820476794047,8,77.52427462617584,0.5666512194863028,8
628	−800,random,2,1.0,none,federated,2.0,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,14.906714321864566,0.02476380975207242,8,19.43163302284566,0.32417791120596795,8,36.82470031004848,0.6212231753179779,8,27.162496371189476,0.4614559632211982,8,1.8005639043825514,0.018021554145427353,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.6139142166694759,0.0008240856265643843,8,33.658735625,0.6023958020950142,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,14.907566784491742,0.030350012444820735,8,14.90578904778795,0.034709637562562595,8	628	+800,random,2,1.0,none,federated,2.0,0.7673293840774398,0.01328249472183437,8,13.49266506011445,0.08014296363880205,8,77.5733579094438,0.5410715139945428,8,101.1245146284883,2.0543413440183276,8,118.51758191569112,2.335310538039074,8,8.44042870714912,0.16602441782851343,8,1.8027370848700153,0.017546973293459764,8,0.2326706159225602,0.013282494721834346,8,0.0,0.0,8,0.1907616059282889,0.0012254011183519295,8,31.78004625,0.6061682963839908,8,0.21519758710575185,0.0018543327530948686,8,551.3625,14.380834219792028,8,0.8088928864540205,0.016622070518517655,8,0.7254727062985761,0.018288674056917694,8,77.6220329298436,0.5473820476794047,8,77.52427462617584,0.5666512194863028,8
629	800,random,2,1.0,none,none,2.0,0.11260578388440388,0.006235457973761192,8,4.0,0.0,8,14.0,0.0,8,124.65821735272607,6.833152217179915,8,124.65821735272607,6.833152217179915,8,8.04327027745742,0.44538985526865604,8,2.5961901060924615,0.023954485167036285,8,0.7744724727958325,0.007143261745739609,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,6.172789375,0.3502312488958188,8,0.32902629767010455,0.01237898260189349,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.030655071006859724,0.0029949007965485784,8,14.0,0.0,8,14.0,0.0,8	629	800,random,2,1.0,none,none,2.0,0.11260578388440388,0.006235457973761192,8,4.0,0.0,8,14.0,0.0,8,124.65821735272607,6.833152217179915,8,124.65821735272607,6.833152217179915,8,8.04327027745742,0.44538985526865604,8,2.5961901060924615,0.023954485167036285,8,0.7744724727958325,0.007143261745739609,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,6.172789375,0.3502312488958188,8,0.32902629767010455,0.01237898260189349,8,0.0,0.0,8,0.19460503625396858,0.011620483920346219,8,0.030655071006859724,0.0029949007965485784,8,14.0,0.0,8,14.0,0.0,8
630	800,random,2,1.0,none,norms,2.0,0.122347070519684,0.006301190485193563,8,4.0,0.0,8,12.880790166523946,0.012347143383143919,8,105.52100539160548,5.339794840344645,8,187.7257829544788,9.15932786264265,8,5.338125790786432,0.2627660249523496,8,2.595703126225237,0.023393246659961113,8,0.8384713301855844,0.0075177572742705255,8,0.03918159929473162,0.0018959002266889396,8,0.4379388930036347,0.001851906518034234,8,6.399585,0.34751722402329527,8,0.3226435759749427,0.012078192369792141,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.033275786752229364,0.0033036357207255856,8,12.891405965483425,0.04550624505054596,8,12.870056910768316,0.043796967697774726,8	630	800,random,2,1.0,none,norms,2.0,0.122347070519684,0.006301190485193563,8,4.0,0.0,8,12.880790166523946,0.012347143383143919,8,105.52100539160548,5.339794840344645,8,187.7257829544788,9.15932786264265,8,5.338125790786432,0.2627660249523496,8,2.595703126225237,0.023393246659961113,8,0.8384713301855844,0.0075177572742705255,8,0.03918159929473162,0.0018959002266889396,8,0.4379388930036347,0.001851906518034234,8,6.399585,0.34751722402329527,8,0.3226435759749427,0.012078192369792141,8,0.0,0.0,8,0.2114689261765575,0.011743850640527138,8,0.033275786752229364,0.0033036357207255856,8,12.891405965483425,0.04550624505054596,8,12.870056910768316,0.043796967697774726,8
631	800,random,2,1.0,none,records,2.0,0.8534194424668988,0.020309807665819125,8,2.0,0.0,8,14.891771104173106,0.026541078517548958,8,17.457621678961914,0.3887278194664618,8,29.203844801086536,0.6603013857211422,8,34.25735114129929,0.7727398204015814,8,1.783878565824731,0.013605948646844085,8,0.14658055753310123,0.02030980766581914,8,0.0,0.0,8,0.5627783477751133,0.0014717707416538963,8,50.111405,1.2207359347570392,8,0.18016442327388524,0.007491038042815952,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.8136207394968509,0.030704647750392215,8,14.89392427153602,0.055195999164763844,8,14.889703031687706,0.040414751762627696,8	631	800,random,2,1.0,none,records,2.0,0.8534194424668988,0.020309807665819125,8,2.0,0.0,8,14.891771104173106,0.026541078517548958,8,17.457621678961914,0.3887278194664618,8,29.203844801086536,0.6603013857211422,8,34.25735114129929,0.7727398204015814,8,1.783878565824731,0.013605948646844085,8,0.14658055753310123,0.02030980766581914,8,0.0,0.0,8,0.5627783477751133,0.0014717707416538963,8,50.111405,1.2207359347570392,8,0.18016442327388524,0.007491038042815952,8,0.0,0.0,8,0.8933180658497178,0.014611716254389949,8,0.8136207394968509,0.030704647750392215,8,14.89392427153602,0.055195999164763844,8,14.889703031687706,0.040414751762627696,8
632	−800,random,8,0.0,distribution,central,0.5,0.08183736353937514,0.0090231148837507,8,16.0,0.0,8,16.0,0.0,8,197.41041196437163,19.721754614052575,8,362.03697809532724,36.18182136712798,8,2.789032905560614,0.30773778356046677,8,2.4995174412999437,0.13889687889574734,8,0.9181626364606248,0.009023114883750702,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,2.80049125,0.40645364896302394,8,0.32108781199051634,0.010062971104824726,8,9003.55,148.1488730008722,8,0.16318844478607167,0.017739368484327056,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	632	+800,random,8,0.0,distribution,central,0.5,0.028979743174426583,0.003070838297569936,8,16.0,0.0,8,100.0,0.0,8,3484.678019443841,368.64419603877525,8,3949.6124705875136,417.63636854870606,8,0.25568109915151765,0.027078764302363098,8,2.635648238239371,0.06240546333421778,8,0.9710202568255735,0.0030708382975699272,8,0.0,0.0,8,0.15301163317070204,0.0003339364396313924,8,-2.09478125,0.13888371533023086,8,0.440263687606652,0.0147245563110749,8,12903.55,148.1488730008722,8,0.05779564865467718,0.006116082751850249,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
633	−800,random,8,0.0,distribution,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.342776378506006,0.04468508156113042,8,34.08000717632066,0.051907498715279846,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,44.08892875,0.14904701141753898,8,0.21117808376295744,0.003165127418818698,8,1199.1625,4.017439660850056,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	633	+800,random,8,0.0,distribution,central,2.0,0.9996128735247343,0.0010949590233490627,8,16.0,0.0,8,100.0,0.0,8,100.03883291351805,0.10983606592738013,8,113.38680998354737,0.15003784402998133,8,8.81938144779633,0.011641972061496978,8,1.0310036001549183,0.006277517494023419,8,0.0003871264752657571,0.0010949590233490525,8,0.0,0.0,8,0.15301163317070204,0.0003339364396313924,8,41.553343749999996,0.1684323167106013,8,0.21117728001404287,0.0031638699760820122,8,1199.1625,4.017439660850056,8,1.0,0.0,8,0.9992304492512479,0.0021766182116391207,8,100.0,0.0,8,100.0,0.0,8
634	−800,random,8,0.0,distribution,federated,0.5,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,16.0,0.0,8,16.0,0.0,8,29.342776378506006,0.04468508156113042,8,34.08000717632066,0.051907498715279846,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,44.08892875,0.14904701141753898,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	634	+800,random,8,0.0,distribution,federated,0.5,0.04390563187856885,0.00413330482331146,8,13.49266506011445,0.08014296363880205,8,84.9559903606867,0.4808577818328057,8,1950.594928063815,190.46152284315346,8,2256.889925118783,219.61525413677006,8,0.4467333989943141,0.04293937232242715,8,2.5701563127865787,0.05376323035812799,8,0.9560943681214311,0.0041333048233114416,8,0.0,0.0,8,0.17643280267021633,0.0009454423643958414,8,-0.97252625,0.19193337839227298,8,0.38615266885755634,0.01576448363867031,8,4886.087115301919,265.0410870882797,8,0.08756270931691873,0.008241761590159437,8,0.0,0.0,8,85.00252198437005,0.48976935998698723,8,84.9095509154839,0.4929811495214533,8
635	−800,random,8,0.0,distribution,federated,2.0,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,16.0,0.0,8,16.0,0.0,8,29.342776378506006,0.04468508156113042,8,34.08000717632066,0.051907498715279846,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,44.08892875,0.14904701141753898,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	635	+800,random,8,0.0,distribution,federated,2.0,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,84.9559903606867,0.4808577818328057,8,84.9559903606867,0.4808577818328057,8,98.2987667391927,0.48265812137371644,8,10.173282937910988,0.05011955848012836,8,1.0099351248323316,0.004257017029370852,8,0.0,0.0,8,0.0,0.0,8,0.17643280267021633,0.0009454423643958414,8,42.0216925,0.1427307674059292,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,85.00252198437005,0.48976935998698723,8,84.9095509154839,0.4929811495214533,8
636	800,random,8,0.0,distribution,none,2.0,0.8870782566802364,0.00353233659062552,8,4.0,0.0,8,14.0,0.0,8,15.78236663582171,0.0628582043927675,8,15.78236663582171,0.0628582043927675,8,63.362732620016885,0.25230975647325266,8,1.0424813542815576,0.0036766694412212254,8,0.0,0.0,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,52.475914375,0.4573818739259184,8,0.18682909761696867,0.005497638850776969,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.888007275660468,0.005205529280951385,8,14.0,0.0,8,14.0,0.0,8	636	800,random,8,0.0,distribution,none,2.0,0.8870782566802364,0.00353233659062552,8,4.0,0.0,8,14.0,0.0,8,15.78236663582171,0.0628582043927675,8,15.78236663582171,0.0628582043927675,8,63.362732620016885,0.25230975647325266,8,1.0424813542815576,0.0036766694412212254,8,0.0,0.0,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,52.475914375,0.4573818739259184,8,0.18682909761696867,0.005497638850776969,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.888007275660468,0.005205529280951385,8,14.0,0.0,8,14.0,0.0,8
637	800,random,8,0.0,distribution,norms,2.0,0.9608184007052684,0.0018959002266889736,8,4.0,0.0,8,14.0,0.0,8,14.57096118915543,0.028709498386072098,8,25.016789506034115,0.09965185940594572,8,39.97370928192246,0.15907928867083707,8,1.0426387212359818,0.0036312372519192028,8,0.0,0.0,8,0.03918159929473162,0.0018959002266889396,8,0.4175471357130617,0.001834407447322674,8,56.484508125,0.46148874437549137,8,0.1847751155207207,0.005333403660344699,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9605716780194191,0.002491174681498148,8,14.0,0.0,8,14.0,0.0,8	637	800,random,8,0.0,distribution,norms,2.0,0.9608184007052684,0.0018959002266889736,8,4.0,0.0,8,14.0,0.0,8,14.57096118915543,0.028709498386072098,8,25.016789506034115,0.09965185940594572,8,39.97370928192246,0.15907928867083707,8,1.0426387212359818,0.0036312372519192028,8,0.0,0.0,8,0.03918159929473162,0.0018959002266889396,8,0.4175471357130617,0.001834407447322674,8,56.484508125,0.46148874437549137,8,0.1847751155207207,0.005333403660344699,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9605716780194191,0.002491174681498148,8,14.0,0.0,8,14.0,0.0,8
638	800,random,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.019794716934125,0.08928756437681643,8,38.432674510123995,0.13185300973352887,8,1.0014884961569483,0.0014508667696375192,8,0.0,0.0,8,0.0,0.0,8,0.538807905878512,0.001582236116802351,8,58.846845,0.5276814787350452,8,0.1821361231414735,0.006271017075687046,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	638	800,random,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.019794716934125,0.08928756437681643,8,38.432674510123995,0.13185300973352887,8,1.0014884961569483,0.0014508667696375192,8,0.0,0.0,8,0.0,0.0,8,0.538807905878512,0.001582236116802351,8,58.846845,0.5276814787350452,8,0.1821361231414735,0.006271017075687046,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
639	−800,random,8,0.0,network,central,0.5,0.0819182491507992,0.00899673031795594,8,16.0,0.0,8,16.0,0.0,8,197.20236789017488,19.64354155289455,8,361.8289340211305,36.08874863616221,8,2.790520166342116,0.3071990328157465,8,2.4995174412999437,0.13889687889574734,8,0.9180817508492007,0.008996730317955939,8,0.0,0.0,8,0.591230519293788,0.0011656237022390663,8,2.80097625,0.40623568236528135,8,0.32108781199051634,0.010062971104824726,8,9019.2625,126.16805048935996,8,0.16318844478607167,0.017739368484327056,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	639	+800,random,8,0.0,network,central,0.5,0.029008306180842353,0.0030578875932378313,8,16.0,0.0,8,100.0,0.0,8,3481.0085320852904,367.34812846950314,8,3945.9429832289634,416.28211873328183,8,0.2559027824614766,0.026974966253701414,8,2.635648238239371,0.06240546333421778,8,0.9709916938191576,0.0030578875932377792,8,0.0,0.0,8,0.153114695669218,0.0006273377779848768,8,-2.09175,0.13817341588432577,8,0.440263687606652,0.0147245563110749,8,12919.2625,126.16805048935996,8,0.05779564865467718,0.006116082751850249,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
640	−800,random,8,0.0,network,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.356608801389132,0.08406076119558839,8,34.064123392184335,0.09713530851992495,8,1.0083410820673793,0.002854800630129819,8,0.0,0.0,8,0.0,0.0,8,0.591230519293788,0.0011656237022390663,8,44.043945,0.27717733240652676,8,0.2186313802392822,0.003817253502799495,8,1197.95,7.471087126860632,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	640	+800,random,8,0.0,network,central,2.0,0.9990137043189369,0.0027896654573389564,8,16.0,0.0,8,100.0,0.0,8,100.09941398074508,0.2811851997183844,8,113.46923394236612,0.30190485151866714,8,8.813015908382107,0.02333319308570781,8,1.0404627485494333,0.004549392010715678,8,0.0009862956810631229,0.002789665457338954,8,0.0,0.0,8,0.153114695669218,0.0006273377779848768,8,41.48371875,0.25037398589410215,8,0.21866441948233833,0.0037758319730594185,8,1197.95,7.471087126860632,8,1.0,0.0,8,0.9980542356218254,0.005503452745594152,8,100.0,0.0,8,100.0,0.0,8
641	−800,random,8,0.0,network,federated,0.5,1.0,0.0,8,13.496811423676224,0.07930425993739193,8,16.0,0.0,8,16.0,0.0,8,29.356608801389132,0.08406076119558839,8,34.064123392184335,0.09713530851992495,8,1.0083410820673793,0.002854800630129819,8,0.0,0.0,8,0.0,0.0,8,0.591230519293788,0.0011656237022390663,8,44.043945,0.27717733240652676,8,0.2186313802392822,0.003817253502799495,8,552.05,17.43379312878129,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	641	+800,random,8,0.0,network,federated,0.5,0.04395152870294341,0.004148382561394369,8,13.496811423676224,0.07930425993739193,8,84.98086854205734,0.4758255596243595,8,1949.137220434427,189.8892988171695,8,2255.432217489395,218.9489567921184,8,0.4470061732475746,0.04286154850614906,8,2.5701563127865787,0.05376323035812799,8,0.9560484712970566,0.004148382561394376,8,0.0,0.0,8,0.1765047623923906,0.0013617641916068262,8,-0.9707362500000001,0.19171756912839255,8,0.38615266885755634,0.01576448363867031,8,4895.830865301919,289.8665940430292,8,0.08756270931691873,0.008241761590159437,8,0.0,0.0,8,85.00252198437005,0.48976935998698723,8,84.96149585828681,0.60620652532386,8
642	−800,random,8,0.0,network,federated,2.0,1.0,0.0,8,13.496811423676224,0.07930425993739193,8,16.0,0.0,8,16.0,0.0,8,29.356608801389132,0.08406076119558839,8,34.064123392184335,0.09713530851992495,8,1.0083410820673793,0.002854800630129819,8,0.0,0.0,8,0.0,0.0,8,0.591230519293788,0.0011656237022390663,8,44.043945,0.27717733240652676,8,0.2186313802392822,0.003817253502799495,8,552.05,17.43379312878129,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	642	+800,random,8,0.0,network,federated,2.0,0.9994186046511628,0.0016444343748524327,8,13.496811423676224,0.07930425993739193,8,84.98086854205734,0.4758255596243595,8,85.03062402999474,0.5186714854414651,8,98.39499511908531,0.4856614675374264,8,10.163335981474097,0.05034559267892783,8,1.0160118459557286,0.004317165536005275,8,0.0005813953488372093,0.001644434374852436,8,0.0,0.0,8,0.1765047623923906,0.0013617641916068262,8,41.95176375,0.24329876084103952,8,0.21859359013456028,0.0038668566764541038,8,552.05,17.43379312878129,8,1.0,0.0,8,0.9988530231033917,0.0032441405658238834,8,85.00252198437005,0.48976935998698723,8,84.96149585828681,0.60620652532386,8
643	800,random,8,0.0,network,none,2.0,0.8870371319372273,0.0032792332520534826,8,4.0,0.0,8,14.0,0.0,8,15.783068312780381,0.058428373517451754,8,15.783068312780381,0.058428373517451754,8,63.35979513837338,0.2342309465752516,8,1.0538335157270025,0.004986090936597493,8,0.0,0.0,8,0.11296286806277271,0.0032792332520534865,8,0.0,0.0,8,52.701763125,0.2728752281713254,8,0.2009466364590173,0.006358937700598417,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.8879189900984183,0.004532668643747739,8,14.0,0.0,8,14.0,0.0,8	643	800,random,8,0.0,network,none,2.0,0.8870371319372273,0.0032792332520534826,8,4.0,0.0,8,14.0,0.0,8,15.783068312780381,0.058428373517451754,8,15.783068312780381,0.058428373517451754,8,63.35979513837338,0.2342309465752516,8,1.0538335157270025,0.004986090936597493,8,0.0,0.0,8,0.11296286806277271,0.0032792332520534865,8,0.0,0.0,8,52.701763125,0.2728752281713254,8,0.2009466364590173,0.006358937700598417,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.8879189900984183,0.004532668643747739,8,14.0,0.0,8,14.0,0.0,8
644	800,random,8,0.0,network,norms,2.0,0.9607327596487304,0.001672308888425643,8,4.0,0.0,8,14.0,0.0,8,14.572249168725138,0.025393933784077595,8,24.97338180401155,0.07140570869715081,8,40.04292099352559,0.11450952324336874,8,1.0538734339554425,0.005039483780989476,8,0.0,0.0,8,0.03926724035126959,0.0016723088884256197,8,0.4164861544858456,0.00130909128418436,8,56.727231875,0.32510817151414007,8,0.19867433374837074,0.006335789645941957,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9603996246146094,0.0011762805346854568,8,14.0,0.0,8,14.0,0.0,8	644	800,random,8,0.0,network,norms,2.0,0.9607327596487304,0.001672308888425643,8,4.0,0.0,8,14.0,0.0,8,14.572249168725138,0.025393933784077595,8,24.97338180401155,0.07140570869715081,8,40.04292099352559,0.11450952324336874,8,1.0538734339554425,0.005039483780989476,8,0.0,0.0,8,0.03926724035126959,0.0016723088884256197,8,0.4164861544858456,0.00130909128418436,8,56.727231875,0.32510817151414007,8,0.19867433374837074,0.006335789645941957,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9603996246146094,0.0011762805346854568,8,14.0,0.0,8,14.0,0.0,8
645	800,random,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.00661476823142,0.05688254615945443,8,38.45191668509503,0.08406960791920805,8,1.0053822064281535,0.0024176517968929273,8,0.0,0.0,8,0.0,0.0,8,0.5385769997788596,0.0010088352950305033,8,58.92243625,0.3368691528063968,8,0.19777324179112635,0.006239660379981306,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	645	800,random,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.00661476823142,0.05688254615945443,8,38.45191668509503,0.08406960791920805,8,1.0053822064281535,0.0024176517968929273,8,0.0,0.0,8,0.0,0.0,8,0.5385769997788596,0.0010088352950305033,8,58.92243625,0.3368691528063968,8,0.19777324179112635,0.006239660379981306,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
646	−800,random,8,0.0,none,central,0.5,0.08183736353937514,0.0090231148837507,8,16.0,0.0,8,16.0,0.0,8,197.41041196437163,19.721754614052575,8,362.03697809532724,36.18182136712798,8,2.789032905560614,0.30773778356046677,8,2.4995174412999437,0.13889687889574734,8,0.9181626364606248,0.009023114883750702,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,2.80049125,0.40645364896302394,8,0.32108781199051634,0.010062971104824726,8,9003.55,148.1488730008722,8,0.16318844478607167,0.017739368484327056,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	646	+800,random,8,0.0,none,central,0.5,0.028979743174426583,0.003070838297569936,8,16.0,0.0,8,100.0,0.0,8,3484.678019443841,368.64419603877525,8,3949.6124705875136,417.63636854870606,8,0.25568109915151765,0.027078764302363098,8,2.635648238239371,0.06240546333421778,8,0.9710202568255735,0.0030708382975699272,8,0.0,0.0,8,0.15301163317070204,0.0003339364396313924,8,-2.09478125,0.13888371533023086,8,0.440263687606652,0.0147245563110749,8,12903.55,148.1488730008722,8,0.05779564865467718,0.006116082751850249,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
647	−800,random,8,0.0,none,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.342776378506006,0.04468508156113042,8,34.08000717632066,0.051907498715279846,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,44.08892875,0.14904701141753898,8,0.21117808376295744,0.003165127418818698,8,1199.1625,4.017439660850056,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	647	+800,random,8,0.0,none,central,2.0,0.9996128735247343,0.0010949590233490627,8,16.0,0.0,8,100.0,0.0,8,100.03883291351805,0.10983606592738013,8,113.38680998354737,0.15003784402998133,8,8.81938144779633,0.011641972061496978,8,1.0310036001549183,0.006277517494023419,8,0.0003871264752657571,0.0010949590233490525,8,0.0,0.0,8,0.15301163317070204,0.0003339364396313924,8,41.553343749999996,0.1684323167106013,8,0.21117728001404287,0.0031638699760820122,8,1199.1625,4.017439660850056,8,1.0,0.0,8,0.9992304492512479,0.0021766182116391207,8,100.0,0.0,8,100.0,0.0,8
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649	−800,random,8,0.0,none,federated,2.0,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,16.0,0.0,8,16.0,0.0,8,29.342776378506006,0.04468508156113042,8,34.08000717632066,0.051907498715279846,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.591039913884152,0.0006228899845833583,8,44.08892875,0.14904701141753898,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	649	+800,random,8,0.0,none,federated,2.0,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,84.9559903606867,0.4808577818328057,8,84.9559903606867,0.4808577818328057,8,98.2987667391927,0.48265812137371644,8,10.173282937910988,0.05011955848012836,8,1.0099351248323316,0.004257017029370852,8,0.0,0.0,8,0.0,0.0,8,0.17643280267021633,0.0009454423643958414,8,42.0216925,0.1427307674059292,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,85.00252198437005,0.48976935998698723,8,84.9095509154839,0.4929811495214533,8
650	800,random,8,0.0,none,none,2.0,0.8870782566802364,0.00353233659062552,8,4.0,0.0,8,14.0,0.0,8,15.78236663582171,0.0628582043927675,8,15.78236663582171,0.0628582043927675,8,63.362732620016885,0.25230975647325266,8,1.0424813542815576,0.0036766694412212254,8,0.0,0.0,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,52.475914375,0.4573818739259184,8,0.18682909761696867,0.005497638850776969,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.888007275660468,0.005205529280951385,8,14.0,0.0,8,14.0,0.0,8	650	800,random,8,0.0,none,none,2.0,0.8870782566802364,0.00353233659062552,8,4.0,0.0,8,14.0,0.0,8,15.78236663582171,0.0628582043927675,8,15.78236663582171,0.0628582043927675,8,63.362732620016885,0.25230975647325266,8,1.0424813542815576,0.0036766694412212254,8,0.0,0.0,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,52.475914375,0.4573818739259184,8,0.18682909761696867,0.005497638850776969,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.888007275660468,0.005205529280951385,8,14.0,0.0,8,14.0,0.0,8
651	800,random,8,0.0,none,norms,2.0,0.9608184007052684,0.0018959002266889736,8,4.0,0.0,8,14.0,0.0,8,14.57096118915543,0.028709498386072098,8,25.016789506034115,0.09965185940594572,8,39.97370928192246,0.15907928867083707,8,1.0426387212359818,0.0036312372519192028,8,0.0,0.0,8,0.03918159929473162,0.0018959002266889396,8,0.4175471357130617,0.001834407447322674,8,56.484508125,0.46148874437549137,8,0.1847751155207207,0.005333403660344699,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9605716780194191,0.002491174681498148,8,14.0,0.0,8,14.0,0.0,8	651	800,random,8,0.0,none,norms,2.0,0.9608184007052684,0.0018959002266889736,8,4.0,0.0,8,14.0,0.0,8,14.57096118915543,0.028709498386072098,8,25.016789506034115,0.09965185940594572,8,39.97370928192246,0.15907928867083707,8,1.0426387212359818,0.0036312372519192028,8,0.0,0.0,8,0.03918159929473162,0.0018959002266889396,8,0.4175471357130617,0.001834407447322674,8,56.484508125,0.46148874437549137,8,0.1847751155207207,0.005333403660344699,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9605716780194191,0.002491174681498148,8,14.0,0.0,8,14.0,0.0,8
652	800,random,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.019794716934125,0.08928756437681643,8,38.432674510123995,0.13185300973352887,8,1.0014884961569483,0.0014508667696375192,8,0.0,0.0,8,0.0,0.0,8,0.538807905878512,0.001582236116802351,8,58.846845,0.5276814787350452,8,0.1821361231414735,0.006271017075687046,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	652	800,random,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,26.019794716934125,0.08928756437681643,8,38.432674510123995,0.13185300973352887,8,1.0014884961569483,0.0014508667696375192,8,0.0,0.0,8,0.0,0.0,8,0.538807905878512,0.001582236116802351,8,58.846845,0.5276814787350452,8,0.1821361231414735,0.006271017075687046,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
653	−800,random,8,1.0,distribution,central,0.5,0.08183736353937514,0.0090231148837507,8,16.0,0.0,8,15.431403805477565,0.024690443652187772,8,190.39642960343582,19.028385350974798,8,355.02299573439143,35.48776796564877,8,2.8441694460889275,0.3141442150225506,8,2.4995174412999437,0.13889687889574734,8,0.9181626364606248,0.009023114883750702,8,0.0,0.0,8,0.6027196660765695,0.000754363811930988,8,2.8175375,0.4065248191948783,8,0.32108781199051634,0.010062971104824726,8,9003.55,148.1488730008722,8,0.16318844478607167,0.017739368484327056,8,0.0,0.0,8,14.907566784491742,0.030350012444820735,8,15.958232524747164,0.03360867517226504,8	653	+800,random,8,1.0,distribution,central,0.5,0.028979743174426583,0.003070838297569936,8,16.0,0.0,8,95.45123044382052,0.19752354921750218,8,3326.570183891845,356.507286214909,8,3791.5046350355174,405.49933935661244,8,0.2663988459698291,0.028486912472635146,8,2.635648238239371,0.06240546333421778,8,0.9710202568255735,0.0030708382975699272,8,0.0,0.0,8,0.15940957965656347,0.0004222151829937933,8,-1.95841125,0.14238049670187075,8,0.440263687606652,0.0147245563110749,8,12903.55,148.1488730008722,8,0.05779564865467718,0.006116082751850249,8,0.0,0.0,8,91.26053427593394,0.24280009955856588,8,99.66586019797731,0.2688694013781203,8
654	−800,random,8,1.0,distribution,central,2.0,1.0,0.0,8,16.0,0.0,8,15.431403805477565,0.024690443652187772,8,15.431403805477565,0.024690443652187772,8,28.77418018398357,0.05365757266966419,8,34.753485144474205,0.06482529148456341,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.6027196660765695,0.000754363811930988,8,44.105975,0.14919809176297785,8,0.21117808376295744,0.003165127418818698,8,1199.1625,4.017439660850056,8,1.0,0.0,8,1.0,0.0,8,14.907566784491742,0.030350012444820735,8,15.958232524747164,0.03360867517226504,8	654	+800,random,8,1.0,distribution,central,2.0,0.9996128735247343,0.0010949590233490627,8,16.0,0.0,8,95.45123044382052,0.19752354921750218,8,95.48833256719962,0.2404350805932382,8,108.83630963722892,0.26681175215857317,8,9.188158403796928,0.022500797289375356,8,1.0310036001549183,0.006277517494023419,8,0.0003871264752657571,0.0010949590233490525,8,0.0,0.0,8,0.15940957965656347,0.0004222151829937933,8,41.689713749999996,0.16991189035476195,8,0.21117728001404287,0.0031638699760820122,8,1199.1625,4.017439660850056,8,1.0,0.0,8,0.9992304492512479,0.0021766182116391207,8,91.26053427593394,0.24280009955856588,8,99.66586019797731,0.2688694013781203,8
655	−800,random,8,1.0,distribution,federated,0.5,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,15.431403805477565,0.024690443652187772,8,15.431403805477565,0.024690443652187772,8,28.77418018398357,0.05365757266966419,8,34.753485144474205,0.06482529148456341,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.6027196660765695,0.000754363811930988,8,44.105975,0.14919809176297785,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,14.907566784491742,0.030350012444820735,8,15.958232524747164,0.03360867517226504,8	655	+800,random,8,1.0,distribution,federated,0.5,0.04390563187856885,0.00413330482331146,8,13.49266506011445,0.08014296363880205,8,81.10691168827586,0.5621635126820425,8,1862.4342958126053,184.5150418192698,8,2168.7292928675733,213.66170445319594,8,0.46498867453156395,0.045243048990572445,8,2.5701563127865787,0.05376323035812799,8,0.9560943681214311,0.0041333048233114416,8,0.0,0.0,8,0.18362472677164368,0.0011558273224095395,8,-0.857133125,0.19510756771105778,8,0.38615266885755634,0.01576448363867031,8,4886.087115301919,265.0410870882797,8,0.08756270931691873,0.008241761590159437,8,0.0,0.0,8,77.6220329298436,0.5473820476794047,8,84.61218764383135,0.6008845401516543,8
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657	800,random,8,1.0,distribution,none,2.0,0.8870782566802364,0.00353233659062552,8,4.0,0.0,8,14.0,0.0,8,15.78236663582171,0.0628582043927675,8,15.78236663582171,0.0628582043927675,8,63.362732620016885,0.25230975647325266,8,1.0424813542815576,0.0036766694412212254,8,0.0,0.0,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,52.475914375,0.4573818739259184,8,0.18682909761696867,0.005497638850776969,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.888007275660468,0.005205529280951385,8,14.0,0.0,8,14.0,0.0,8	657	800,random,8,1.0,distribution,none,2.0,0.8870782566802364,0.00353233659062552,8,4.0,0.0,8,14.0,0.0,8,15.78236663582171,0.0628582043927675,8,15.78236663582171,0.0628582043927675,8,63.362732620016885,0.25230975647325266,8,1.0424813542815576,0.0036766694412212254,8,0.0,0.0,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,52.475914375,0.4573818739259184,8,0.18682909761696867,0.005497638850776969,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.888007275660468,0.005205529280951385,8,14.0,0.0,8,14.0,0.0,8
658	800,random,8,1.0,distribution,norms,2.0,0.9608184007052684,0.0018959002266889736,8,4.0,0.0,8,13.40570918789407,0.015941792083908196,8,13.952435857671286,0.03328764501691554,8,24.398264174549972,0.1042932324599616,8,40.98717728352216,0.17510257479208932,8,1.0426387212359818,0.0036312372519192028,8,0.0,0.0,8,0.03918159929473162,0.0018959002266889396,8,0.4281325742462445,0.0017922136166093406,8,56.508195625,0.4618335627028847,8,0.1847751155207207,0.005333403660344699,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9605716780194191,0.002491174681498148,8,12.891405965483425,0.04550624505054596,8,13.919743813038375,0.05818687558207409,8	658	800,random,8,1.0,distribution,norms,2.0,0.9608184007052684,0.0018959002266889736,8,4.0,0.0,8,13.40570918789407,0.015941792083908196,8,13.952435857671286,0.03328764501691554,8,24.398264174549972,0.1042932324599616,8,40.98717728352216,0.17510257479208932,8,1.0426387212359818,0.0036312372519192028,8,0.0,0.0,8,0.03918159929473162,0.0018959002266889396,8,0.4281325742462445,0.0017922136166093406,8,56.508195625,0.4618335627028847,8,0.1847751155207207,0.005333403660344699,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9605716780194191,0.002491174681498148,8,12.891405965483425,0.04550624505054596,8,13.919743813038375,0.05818687558207409,8
659	800,random,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.416555587949402,0.02888357270434072,8,15.416555587949402,0.02888357270434072,8,25.43635030488353,0.09892568177706737,8,39.31433649061836,0.1529007909753895,8,1.0014884961569483,0.0014508667696375192,8,0.0,0.0,8,0.0,0.0,8,0.5511674841403554,0.0015804933339623494,8,58.87014,0.5281101785206783,8,0.1821361231414735,0.006271017075687046,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.89392427153602,0.055195999164763844,8,15.938650803293532,0.03358121759864308,8	659	800,random,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.416555587949402,0.02888357270434072,8,15.416555587949402,0.02888357270434072,8,25.43635030488353,0.09892568177706737,8,39.31433649061836,0.1529007909753895,8,1.0014884961569483,0.0014508667696375192,8,0.0,0.0,8,0.0,0.0,8,0.5511674841403554,0.0015804933339623494,8,58.87014,0.5281101785206783,8,0.1821361231414735,0.006271017075687046,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.89392427153602,0.055195999164763844,8,15.938650803293532,0.03358121759864308,8
660	−800,random,8,1.0,network,central,0.5,0.0819182491507992,0.00899673031795594,8,16.0,0.0,8,14.899658959998911,0.03326965334998744,8,183.64018677965817,18.29688992637965,8,348.2667529106138,34.73268850527457,8,2.8991791201206363,0.31908921486684083,8,2.4995174412999437,0.13889687889574734,8,0.9180817508492007,0.008996730317955939,8,0.0,0.0,8,0.6142543036508723,0.0016742286391691645,8,2.833926875,0.4062174857049,8,0.32108781199051634,0.010062971104824726,8,9019.2625,126.16805048935996,8,0.16318844478607167,0.017739368484327056,8,0.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.89175966316439,0.044801006160255265,8	660	+800,random,8,1.0,network,central,0.5,0.029008306180842353,0.0030578875932378313,8,16.0,0.0,8,91.19727167999129,0.2661572267998995,8,3174.6549340405736,335.9582177179132,8,3639.589385184246,384.83419521012905,8,0.27745368838111223,0.02929149824798291,8,2.635648238239371,0.06240546333421778,8,0.9709916938191576,0.0030578875932377792,8,0.0,0.0,8,0.16600753078469418,0.0009811273331577553,8,-1.8281450000000001,0.13911968998979668,8,0.440263687606652,0.0147245563110749,8,12919.2625,126.16805048935996,8,0.05779564865467718,0.006116082751850249,8,0.0,0.0,8,91.26053427593394,0.24280009955856588,8,91.13407730531512,0.3584080492820421,8
661	−800,random,8,1.0,network,central,2.0,1.0,0.0,8,16.0,0.0,8,14.899658959998911,0.03326965334998744,8,14.899658959998911,0.03326965334998744,8,28.256267761388045,0.06979394474567827,8,35.39056649643264,0.08716544982968294,8,1.0083410820673793,0.002854800630129819,8,0.0,0.0,8,0.0,0.0,8,0.6142543036508723,0.0016742286391691645,8,44.076895625,0.2767996982017028,8,0.2186313802392822,0.003817253502799495,8,1197.95,7.471087126860632,8,1.0,0.0,8,1.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.89175966316439,0.044801006160255265,8	661	+800,random,8,1.0,network,central,2.0,0.9990137043189369,0.0027896654573389564,8,16.0,0.0,8,91.19727167999129,0.2661572267998995,8,91.28788702802191,0.3558576055951163,8,104.65770698964296,0.3322010997701283,8,9.55504210598453,0.03026405834245078,8,1.0404627485494333,0.004549392010715678,8,0.0009862956810631229,0.002789665457338954,8,0.0,0.0,8,0.16600753078469418,0.0009811273331577553,8,41.74732375,0.24671552710054404,8,0.21866441948233833,0.0037758319730594185,8,1197.95,7.471087126860632,8,1.0,0.0,8,0.9980542356218254,0.005503452745594152,8,91.26053427593394,0.24280009955856588,8,91.13407730531512,0.3584080492820421,8
662	−800,random,8,1.0,network,federated,0.5,1.0,0.0,8,13.496811423676224,0.07930425993739193,8,14.899658959998911,0.03326965334998744,8,14.899658959998911,0.03326965334998744,8,28.256267761388045,0.06979394474567827,8,35.39056649643264,0.08716544982968294,8,1.0083410820673793,0.002854800630129819,8,0.0,0.0,8,0.0,0.0,8,0.6142543036508723,0.0016742286391691645,8,44.076895625,0.2767996982017028,8,0.2186313802392822,0.003817253502799495,8,552.05,17.43379312878129,8,1.0,0.0,8,1.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.89175966316439,0.044801006160255265,8	662	+800,random,8,1.0,network,federated,0.5,0.04395152870294341,0.004148382561394369,8,13.496811423676224,0.07930425993739193,8,77.5532316320665,0.6256510061319692,8,1778.8546412870917,174.42885847163555,8,2085.1496383420595,203.42590488681856,8,0.4835562745613229,0.04666283659266716,8,2.5701563127865787,0.05376323035812799,8,0.9560484712970566,0.004148382561394376,8,0.0,0.0,8,0.19093026469934865,0.0018267020908348563,8,-0.7483018750000001,0.19293254861178633,8,0.38615266885755634,0.01576448363867031,8,4895.830865301919,289.8665940430292,8,0.08756270931691873,0.008241761590159437,8,0.0,0.0,8,77.6220329298436,0.5473820476794047,8,77.48637287699711,0.8100085010797986,8
663	−800,random,8,1.0,network,federated,2.0,1.0,0.0,8,13.496811423676224,0.07930425993739193,8,14.899658959998911,0.03326965334998744,8,14.899658959998911,0.03326965334998744,8,28.256267761388045,0.06979394474567827,8,35.39056649643264,0.08716544982968294,8,1.0083410820673793,0.002854800630129819,8,0.0,0.0,8,0.0,0.0,8,0.6142543036508723,0.0016742286391691645,8,44.076895625,0.2767996982017028,8,0.2186313802392822,0.003817253502799495,8,552.05,17.43379312878129,8,1.0,0.0,8,1.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.89175966316439,0.044801006160255265,8	663	+800,random,8,1.0,network,federated,2.0,0.9994186046511628,0.0016444343748524327,8,13.496811423676224,0.07930425993739193,8,77.5532316320665,0.6256510061319692,8,77.59861035408345,0.6495615096750744,8,90.96298144317402,0.610989108620116,8,10.993918086358859,0.07401160673249357,8,1.0160118459557286,0.004317165536005275,8,0.0005813953488372093,0.001644434374852436,8,0.0,0.0,8,0.19093026469934865,0.0018267020908348563,8,42.174198125000004,0.2418901841145744,8,0.21859359013456028,0.0038668566764541038,8,552.05,17.43379312878129,8,1.0,0.0,8,0.9988530231033917,0.0032441405658238834,8,77.6220329298436,0.5473820476794047,8,77.48637287699711,0.8100085010797986,8
664	800,random,8,1.0,network,none,2.0,0.8870371319372273,0.0032792332520534826,8,4.0,0.0,8,14.0,0.0,8,15.783068312780381,0.058428373517451754,8,15.783068312780381,0.058428373517451754,8,63.35979513837338,0.2342309465752516,8,1.0538335157270025,0.004986090936597493,8,0.0,0.0,8,0.11296286806277271,0.0032792332520534865,8,0.0,0.0,8,52.701763125,0.2728752281713254,8,0.2009466364590173,0.006358937700598417,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.8879189900984183,0.004532668643747739,8,14.0,0.0,8,14.0,0.0,8	664	800,random,8,1.0,network,none,2.0,0.8870371319372273,0.0032792332520534826,8,4.0,0.0,8,14.0,0.0,8,15.783068312780381,0.058428373517451754,8,15.783068312780381,0.058428373517451754,8,63.35979513837338,0.2342309465752516,8,1.0538335157270025,0.004986090936597493,8,0.0,0.0,8,0.11296286806277271,0.0032792332520534865,8,0.0,0.0,8,52.701763125,0.2728752281713254,8,0.2009466364590173,0.006358937700598417,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.8879189900984183,0.004532668643747739,8,14.0,0.0,8,14.0,0.0,8
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667	−800,random,8,1.0,none,central,0.5,0.08183736353937514,0.0090231148837507,8,16.0,0.0,8,14.906714321864566,0.02476380975207242,8,183.91824780813448,18.33364904830308,8,348.5448139390901,34.79247455271567,8,2.8969553316734062,0.31953804680126013,8,2.4995174412999437,0.13889687889574734,8,0.9181626364606248,0.009023114883750702,8,0.0,0.0,8,0.6139142166694759,0.0008240856265643843,8,2.833266875,0.40640398418794976,8,0.32108781199051634,0.010062971104824726,8,9003.55,148.1488730008722,8,0.16318844478607167,0.017739368484327056,8,0.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.90578904778795,0.034709637562562595,8	667	+800,random,8,1.0,none,central,0.5,0.028979743174426583,0.003070838297569936,8,16.0,0.0,8,91.25371457491653,0.19811047801657936,8,3180.3109416740067,341.32970932384103,8,3645.245392817679,390.31770841422923,8,0.27709028499718336,0.029625170545231245,8,2.635648238239371,0.06240546333421778,8,0.9710202568255735,0.0030708382975699272,8,0.0,0.0,8,0.165806882634668,0.00048085173928055097,8,-1.8325762500000002,0.1423026925693959,8,0.440263687606652,0.0147245563110749,8,12903.55,148.1488730008722,8,0.05779564865467718,0.006116082751850249,8,0.0,0.0,8,91.26053427593394,0.24280009955856588,8,91.2463123823036,0.27767710050050076,8
668	−800,random,8,1.0,none,central,2.0,1.0,0.0,8,16.0,0.0,8,14.906714321864566,0.02476380975207242,8,14.906714321864566,0.02476380975207242,8,28.249490700370572,0.050534864177609086,8,35.39896741232181,0.06333888394836652,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.6139142166694759,0.0008240856265643843,8,44.121704375,0.14914021646561523,8,0.21117808376295744,0.003165127418818698,8,1199.1625,4.017439660850056,8,1.0,0.0,8,1.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.90578904778795,0.034709637562562595,8	668	+800,random,8,1.0,none,central,2.0,0.9996128735247343,0.0010949590233490627,8,16.0,0.0,8,91.25371457491653,0.19811047801657936,8,91.28915507735394,0.22391049885345807,8,104.63713214738324,0.24410857491951576,8,9.556882332770321,0.022283187500917716,8,1.0310036001549183,0.006277517494023419,8,0.0003871264752657571,0.0010949590233490525,8,0.0,0.0,8,0.165806882634668,0.00048085173928055097,8,41.81554875,0.169297690764564,8,0.21117728001404287,0.0031638699760820122,8,1199.1625,4.017439660850056,8,1.0,0.0,8,0.9992304492512479,0.0021766182116391207,8,91.26053427593394,0.24280009955856588,8,91.2463123823036,0.27767710050050076,8
669	−800,random,8,1.0,none,federated,0.5,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,14.906714321864566,0.02476380975207242,8,14.906714321864566,0.02476380975207242,8,28.249490700370572,0.050534864177609086,8,35.39896741232181,0.06333888394836652,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.6139142166694759,0.0008240856265643843,8,44.121704375,0.14914021646561523,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.90578904778795,0.034709637562562595,8	669	+800,random,8,1.0,none,federated,0.5,0.04390563187856885,0.00413330482331146,8,13.49266506011445,0.08014296363880205,8,77.5733579094438,0.5410715139945428,8,1781.322390595384,176.89884546869584,8,2087.617387650352,206.0436264916597,8,0.4830648146645442,0.04702959910078388,8,2.5701563127865787,0.05376323035812799,8,0.9560943681214311,0.0041333048233114416,8,0.0,0.0,8,0.1907616059282889,0.0012254011183519295,8,-0.75120375,0.1950113823738429,8,0.38615266885755634,0.01576448363867031,8,4886.087115301919,265.0410870882797,8,0.08756270931691873,0.008241761590159437,8,0.0,0.0,8,77.6220329298436,0.5473820476794047,8,77.52427462617584,0.5666512194863028,8
670	−800,random,8,1.0,none,federated,2.0,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,14.906714321864566,0.02476380975207242,8,14.906714321864566,0.02476380975207242,8,28.249490700370572,0.050534864177609086,8,35.39896741232181,0.06333888394836652,8,1.0029482225955881,0.0018265489693997312,8,0.0,0.0,8,0.0,0.0,8,0.6139142166694759,0.0008240856265643843,8,44.121704375,0.14914021646561523,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,14.907566784491742,0.030350012444820735,8,14.90578904778795,0.034709637562562595,8	670	+800,random,8,1.0,none,federated,2.0,1.0,0.0,8,13.49266506011445,0.08014296363880205,8,77.5733579094438,0.5410715139945428,8,77.5733579094438,0.5410715139945428,8,90.9161342879498,0.5408777590943528,8,10.999490301597948,0.0657931326077525,8,1.0099351248323316,0.004257017029370852,8,0.0,0.0,8,0.0,0.0,8,0.1907616059282889,0.0012254011183519295,8,42.243015,0.14301938310193185,8,0.21117808376295744,0.003165127418818698,8,551.3625,14.380834219792028,8,1.0,0.0,8,1.0,0.0,8,77.6220329298436,0.5473820476794047,8,77.52427462617584,0.5666512194863028,8
671	800,random,8,1.0,none,none,2.0,0.8870782566802364,0.00353233659062552,8,4.0,0.0,8,14.0,0.0,8,15.78236663582171,0.0628582043927675,8,15.78236663582171,0.0628582043927675,8,63.362732620016885,0.25230975647325266,8,1.0424813542815576,0.0036766694412212254,8,0.0,0.0,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,52.475914375,0.4573818739259184,8,0.18682909761696867,0.005497638850776969,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.888007275660468,0.005205529280951385,8,14.0,0.0,8,14.0,0.0,8	671	800,random,8,1.0,none,none,2.0,0.8870782566802364,0.00353233659062552,8,4.0,0.0,8,14.0,0.0,8,15.78236663582171,0.0628582043927675,8,15.78236663582171,0.0628582043927675,8,63.362732620016885,0.25230975647325266,8,1.0424813542815576,0.0036766694412212254,8,0.0,0.0,8,0.11292174331976357,0.003532336590625517,8,0.0,0.0,8,52.475914375,0.4573818739259184,8,0.18682909761696867,0.005497638850776969,8,0.0,0.0,8,0.8861436391497409,0.0026560732625466434,8,0.888007275660468,0.005205529280951385,8,14.0,0.0,8,14.0,0.0,8
672	800,random,8,1.0,none,norms,2.0,0.9608184007052684,0.0018959002266889736,8,4.0,0.0,8,12.880790166523946,0.012347143383143919,8,13.406111039311076,0.03155813210185537,8,23.851939356189764,0.10110601783184657,8,41.92597046213429,0.17752305423728418,8,1.0426387212359818,0.0036312372519192028,8,0.0,0.0,8,0.03918159929473162,0.0018959002266889396,8,0.4379388930036347,0.001851906518034234,8,56.52911625,0.4618765336935707,8,0.1847751155207207,0.005333403660344699,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9605716780194191,0.002491174681498148,8,12.891405965483425,0.04550624505054596,8,12.870056910768316,0.043796967697774726,8	672	800,random,8,1.0,none,norms,2.0,0.9608184007052684,0.0018959002266889736,8,4.0,0.0,8,12.880790166523946,0.012347143383143919,8,13.406111039311076,0.03155813210185537,8,23.851939356189764,0.10110601783184657,8,41.92597046213429,0.17752305423728418,8,1.0426387212359818,0.0036312372519192028,8,0.0,0.0,8,0.03918159929473162,0.0018959002266889396,8,0.4379388930036347,0.001851906518034234,8,56.52911625,0.4618765336935707,8,0.1847751155207207,0.005333403660344699,8,0.0,0.0,8,0.9610604474680594,0.0030336522452653605,8,0.9605716780194191,0.002491174681498148,8,12.891405965483425,0.04550624505054596,8,12.870056910768316,0.043796967697774726,8
673	800,random,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.891771104173106,0.026541078517548958,8,14.891771104173106,0.026541078517548958,8,24.91156582110723,0.10156888480833809,8,40.14258040262896,0.16353783496271315,8,1.0014884961569483,0.0014508667696375192,8,0.0,0.0,8,0.0,0.0,8,0.5627783477751133,0.0014717707416538963,8,58.8910925,0.5284403247968821,8,0.1821361231414735,0.006271017075687046,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.89392427153602,0.055195999164763844,8,14.889703031687706,0.040414751762627696,8	673	800,random,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.891771104173106,0.026541078517548958,8,14.891771104173106,0.026541078517548958,8,24.91156582110723,0.10156888480833809,8,40.14258040262896,0.16353783496271315,8,1.0014884961569483,0.0014508667696375192,8,0.0,0.0,8,0.0,0.0,8,0.5627783477751133,0.0014717707416538963,8,58.8910925,0.5284403247968821,8,0.1821361231414735,0.006271017075687046,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.89392427153602,0.055195999164763844,8,14.889703031687706,0.040414751762627696,8
674	−800,smallworld,2,0.0,distribution,central,0.5,0.08607271959518326,0.015697763218167873,8,16.0,0.0,8,16.0,0.0,8,190.77944678583546,30.809949217888107,8,349.92330240633993,56.27378567462215,8,2.931995985407314,0.5300788250209446,8,2.6086881515485265,0.11056236530004275,8,0.9139272804048167,0.015697763218167893,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,2.9873287499999996,0.6933259138475208,8,0.26781729069428656,0.018709707934957878,8,8967.0625,229.9957511253507,8,0.1729321383764817,0.03188064307851213,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	674	+800,smallworld,2,0.0,distribution,central,0.5,0.02954505601877658,0.002316573559686836,8,16.0,0.0,8,100.0,0.0,8,3401.832226296763,250.88919071311147,8,3855.9075025361326,282.9927064950115,8,0.2606433460990436,0.020307377510646273,8,2.6119188453550226,0.02619380308405003,8,0.9704549439812235,0.0023165735596868296,8,0.0,0.0,8,0.15307252488336853,0.0007684381571248783,8,-2.0686875000000002,0.11016738482223967,8,0.41496199503302605,0.016083362788695394,8,12867.0625,229.9957511253507,8,0.0593590066428031,0.004845898692592136,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
675	−800,smallworld,2,0.0,distribution,central,2.0,0.9543094057151147,0.00840148078407903,8,16.0,0.0,8,16.0,0.0,8,16.767194373095005,0.14845681527244878,8,30.758162833033687,0.2673745260814799,8,32.51384664829323,0.2829244636633051,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,42.00936,0.43809446225345683,8,0.12456561715954151,0.00513333435991668,8,1198.475,9.218575966880248,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,16.0,0.0,8,16.0,0.0,8	675	+800,smallworld,2,0.0,distribution,central,2.0,0.9470292946559921,0.010358963573283846,8,16.0,0.0,8,100.0,0.0,8,105.60447355095482,1.1618031041908703,8,119.70382993613687,1.3323596681199743,8,8.354853293908784,0.09259123072199991,8,1.7147185765073358,0.013555367129540547,8,0.05297070534400795,0.010358963573283869,8,0.0,0.0,8,0.15307252488336853,0.0007684381571248783,8,39.166312500000004,0.583500348114721,8,0.12857922128586693,0.006588906310460379,8,1198.475,9.218575966880248,8,0.9634113778869043,0.007381632360249496,8,0.9308326085155403,0.016394445800059596,8,100.0,0.0,8,100.0,0.0,8
676	−800,smallworld,2,0.0,distribution,federated,0.5,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,16.0,0.0,8,16.767194373095005,0.14845681527244878,8,30.758162833033687,0.2673745260814799,8,32.51384664829323,0.2829244636633051,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,42.00936,0.43809446225345683,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,16.0,0.0,8,16.0,0.0,8	676	+800,smallworld,2,0.0,distribution,federated,0.5,0.5669394868154843,0.0471288686397541,8,7.4581631138072995,0.09498312430209727,8,48.7489786828438,0.5698987458125815,8,86.54306355619123,7.7152668251163465,8,110.23371755016306,9.667060054593865,8,9.134917477548964,0.8266858316164332,8,2.154539951054388,0.020557974568583347,8,0.4330605131845156,0.04712886863975409,8,0.0,0.0,8,0.2794204810614718,0.002294366216607825,8,23.62256625,2.179068648095442,8,0.3172575074772636,0.03952773502819802,8,105.22295590669636,52.71128982713653,8,0.704092346684065,0.06426587350508427,8,0.4310272361255006,0.03484564279146583,8,48.82936947293399,0.562278572319278,8,48.66944691779613,0.5846887630088651,8
677	−800,smallworld,2,0.0,distribution,federated,2.0,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,16.0,0.0,8,16.767194373095005,0.14845681527244878,8,30.758162833033687,0.2673745260814799,8,32.51384664829323,0.2829244636633051,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,42.00936,0.43809446225345683,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,16.0,0.0,8,16.0,0.0,8	677	+800,smallworld,2,0.0,distribution,federated,2.0,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,48.7489786828438,0.5698987458125815,8,51.086180878418894,0.7250825730209053,8,65.07714933835759,0.8263060674882756,8,15.368557128578832,0.19626133793043019,8,1.687935916695394,0.009356847784753559,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.2794204810614718,0.002294366216607825,8,41.02819125,0.43915844428170575,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,48.82936947293399,0.562278572319278,8,48.66944691779613,0.5846887630088651,8
678	800,smallworld,2,0.0,distribution,none,2.0,0.15370256149809625,0.005326422000004553,8,4.0,0.0,8,14.0,0.0,8,91.18248326971805,3.215916727627203,8,91.18248326971805,3.215916727627203,8,10.978754392721159,0.38045871428603983,8,2.6141540717708227,0.0239669871506093,8,0.7623258311582332,0.006724898180931056,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,8.674043125,0.3071530184026183,8,0.2850840907904238,0.008754316909781339,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.051819577327744205,0.0046215638229493575,8,14.0,0.0,8,14.0,0.0,8	678	800,smallworld,2,0.0,distribution,none,2.0,0.15370256149809625,0.005326422000004553,8,4.0,0.0,8,14.0,0.0,8,91.18248326971805,3.215916727627203,8,91.18248326971805,3.215916727627203,8,10.978754392721159,0.38045871428603983,8,2.6141540717708227,0.0239669871506093,8,0.7623258311582332,0.006724898180931056,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,8.674043125,0.3071530184026183,8,0.2850840907904238,0.008754316909781339,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.051819577327744205,0.0046215638229493575,8,14.0,0.0,8,14.0,0.0,8
679	800,smallworld,2,0.0,distribution,norms,2.0,0.16116006594518423,0.005667884250396088,8,4.0,0.0,8,14.0,0.0,8,86.96488811528518,3.0796443932769173,8,148.99190800520833,5.180510705076575,8,6.718841142192613,0.23238011149190294,8,2.6138339031531412,0.02245714263591528,8,0.7989592704363405,0.005529101552631811,8,0.0398806636184753,0.001823806013131444,8,0.41632167736288417,0.0010261947451309544,8,8.722168125,0.32895121072169287,8,0.28138970387172857,0.008922550475247149,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.05420540159394472,0.004866538607628271,8,14.0,0.0,8,14.0,0.0,8	679	800,smallworld,2,0.0,distribution,norms,2.0,0.16116006594518423,0.005667884250396088,8,4.0,0.0,8,14.0,0.0,8,86.96488811528518,3.0796443932769173,8,148.99190800520833,5.180510705076575,8,6.718841142192613,0.23238011149190294,8,2.6138339031531412,0.02245714263591528,8,0.7989592704363405,0.005529101552631811,8,0.0398806636184753,0.001823806013131444,8,0.41632167736288417,0.0010261947451309544,8,8.722168125,0.32895121072169287,8,0.28138970387172857,0.008922550475247149,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.05420540159394472,0.004866538607628271,8,14.0,0.0,8,14.0,0.0,8
680	800,smallworld,2,0.0,distribution,records,2.0,0.9746058667950276,0.0036253884985001307,8,2.0,0.0,8,16.0,0.0,8,16.41709244809502,0.061350516128299365,8,26.660497705517738,0.0938512120527905,8,37.50908272413256,0.13168547237132985,8,1.6662541865972444,0.013336162532370216,8,0.025394133204972406,0.003625388498500155,8,0.0,0.0,8,0.538161646306856,0.0010775463533567895,8,57.534842499999996,0.33011579703188904,8,0.10332213907000848,0.002527477942712157,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.9712507885209213,0.006306195400267443,8,16.0,0.0,8,16.0,0.0,8	680	800,smallworld,2,0.0,distribution,records,2.0,0.9746058667950276,0.0036253884985001307,8,2.0,0.0,8,16.0,0.0,8,16.41709244809502,0.061350516128299365,8,26.660497705517738,0.0938512120527905,8,37.50908272413256,0.13168547237132985,8,1.6662541865972444,0.013336162532370216,8,0.025394133204972406,0.003625388498500155,8,0.0,0.0,8,0.538161646306856,0.0010775463533567895,8,57.534842499999996,0.33011579703188904,8,0.10332213907000848,0.002527477942712157,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.9712507885209213,0.006306195400267443,8,16.0,0.0,8,16.0,0.0,8
681	−800,smallworld,2,0.0,network,central,0.5,0.08626561366881497,0.015463855336248703,8,16.0,0.0,8,16.0,0.0,8,190.15887337586483,30.034826995422637,8,349.3027289963693,55.494733103645586,8,2.9355524541880285,0.5256020837796077,8,2.6086881515485265,0.11056236530004275,8,0.9137343863311851,0.01546385533624874,8,0.0,0.0,8,0.5916622113812665,0.0017322025414070823,8,2.98863875,0.6917197180823518,8,0.26781729069428656,0.018709707934957878,8,8913.3375,237.24508688274304,8,0.1729321383764817,0.03188064307851213,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	681	+800,smallworld,2,0.0,network,central,0.5,0.029623510698120577,0.0022816869635017114,8,16.0,0.0,8,100.0,0.0,8,3392.162132292743,244.89920711115226,8,3846.2374085321126,276.91762536760257,8,0.261253039102339,0.02002753484432385,8,2.6119188453550226,0.02619380308405003,8,0.9703764893018794,0.002281686963501701,8,0.0,0.0,8,0.15334789605738858,0.0009302844863624993,8,-2.0605,0.10666201626767495,8,0.41496199503302605,0.016083362788695394,8,12813.3375,237.24508688274304,8,0.0593590066428031,0.004845898692592136,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
682	−800,smallworld,2,0.0,network,central,2.0,0.8708798694061503,0.010900715859406229,8,16.0,0.0,8,16.0,0.0,8,18.374727550986833,0.2286091730096535,8,33.74891807343252,0.37310344960780595,8,29.633778256614363,0.33070068525240304,8,1.739128509393619,0.010092676902081616,8,0.12912013059384977,0.010900715859406242,8,0.0,0.0,8,0.5916622113812665,0.0017322025414070823,8,38.152857499999996,0.4470068180608148,8,0.15136902836670968,0.004293480959353673,8,1195.2,11.14130025753599,8,0.9675679188721259,0.006725450704280318,8,0.7745548524243817,0.0208048967511088,8,16.0,0.0,8,16.0,0.0,8	682	+800,smallworld,2,0.0,network,central,2.0,0.8660136129758607,0.00907850471651576,8,16.0,0.0,8,100.0,0.0,8,115.48272469307182,1.2100063367672251,8,130.94292799255604,1.3238974331803064,8,7.637598004607782,0.0772162982814977,8,1.7687528095590255,0.01360271122404815,8,0.1339863870241393,0.009078504716515721,8,0.0,0.0,8,0.15334789605738858,0.0009302844863624993,8,35.4254375,0.411279227142062,8,0.15362164637010706,0.005341079807453362,8,1195.2,11.14130025753599,8,0.9634113778869043,0.007381632360249496,8,0.7689941759814721,0.019799152292334542,8,100.0,0.0,8,100.0,0.0,8
683	−800,smallworld,2,0.0,network,federated,0.5,0.8708798694061503,0.010900715859406229,8,7.592519714910821,0.1318077945634356,8,16.0,0.0,8,18.374727550986833,0.2286091730096535,8,33.74891807343252,0.37310344960780595,8,29.633778256614363,0.33070068525240304,8,1.739128509393619,0.010092676902081616,8,0.12912013059384977,0.010900715859406242,8,0.0,0.0,8,0.5916622113812665,0.0017322025414070823,8,38.152857499999996,0.4470068180608148,8,0.15136902836670968,0.004293480959353673,8,83.85,10.832490809728714,8,0.9675679188721259,0.006725450704280318,8,0.7745548524243817,0.0208048967511088,8,16.0,0.0,8,16.0,0.0,8	683	+800,smallworld,2,0.0,network,federated,0.5,0.5195666176829381,0.04468362357845973,8,7.592519714910821,0.1318077945634356,8,49.55511828946492,0.7908467673806158,8,96.05028321771142,9.02555560180356,8,121.97947689412382,11.183990842032895,8,8.261293648553327,0.7887129534771699,8,2.176105028434098,0.025397024894617603,8,0.48043338231706184,0.04468362357845974,8,0.0,0.0,8,0.2762783314960628,0.0028589892055470583,8,21.40691,2.0377461783899533,8,0.318113492911361,0.033038142919641786,8,193.74696935847948,109.52735172202786,8,0.704092346684065,0.06426587350508427,8,0.33576840957803733,0.04385256015811106,8,48.82936947293399,0.562278572319278,8,50.27897848017562,1.1024112076939385,8
684	−800,smallworld,2,0.0,network,federated,2.0,0.8708798694061503,0.010900715859406229,8,7.592519714910821,0.1318077945634356,8,16.0,0.0,8,18.374727550986833,0.2286091730096535,8,33.74891807343252,0.37310344960780595,8,29.633778256614363,0.33070068525240304,8,1.739128509393619,0.010092676902081616,8,0.12912013059384977,0.010900715859406242,8,0.0,0.0,8,0.5916622113812665,0.0017322025414070823,8,38.152857499999996,0.4470068180608148,8,0.15136902836670968,0.004293480959353673,8,83.85,10.832490809728714,8,0.9675679188721259,0.006725450704280318,8,0.7745548524243817,0.0208048967511088,8,16.0,0.0,8,16.0,0.0,8	684	+800,smallworld,2,0.0,network,federated,2.0,0.8708798694061503,0.010900715859406229,8,7.592519714910821,0.1318077945634356,8,49.55511828946492,0.7908467673806158,8,56.90477335246074,0.8020268467554988,8,72.27896387490642,0.9053922393471828,8,13.83717317063002,0.17235956133826583,8,1.7392595177477357,0.010085975284683156,8,0.12912013059384977,0.010900715859406242,8,0.0,0.0,8,0.2762783314960628,0.0028589892055470583,8,37.1503475,0.44234676629314157,8,0.15136902836670968,0.004293480959353673,8,83.85,10.832490809728714,8,0.9675679188721259,0.006725450704280318,8,0.7745548524243817,0.0208048967511088,8,48.82936947293399,0.562278572319278,8,50.27897848017562,1.1024112076939385,8
685	800,smallworld,2,0.0,network,none,2.0,0.15098588319105916,0.0070074600756120774,8,4.0,0.0,8,14.0,0.0,8,92.89745914523014,4.279295313222468,8,92.89745914523014,4.279295313222468,8,10.78470594221851,0.5005328625437192,8,2.602174525866209,0.02556695071505645,8,0.765121722774544,0.008411706506320395,8,0.08389239403439683,0.0028727733737976837,8,0.0,0.0,8,8.487093125,0.38637341859858015,8,0.2910249068147707,0.007906575613402718,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.04588163342227997,0.009267443438583076,8,14.0,0.0,8,14.0,0.0,8	685	800,smallworld,2,0.0,network,none,2.0,0.15098588319105916,0.0070074600756120774,8,4.0,0.0,8,14.0,0.0,8,92.89745914523014,4.279295313222468,8,92.89745914523014,4.279295313222468,8,10.78470594221851,0.5005328625437192,8,2.602174525866209,0.02556695071505645,8,0.765121722774544,0.008411706506320395,8,0.08389239403439683,0.0028727733737976837,8,0.0,0.0,8,8.487093125,0.38637341859858015,8,0.2910249068147707,0.007906575613402718,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.04588163342227997,0.009267443438583076,8,14.0,0.0,8,14.0,0.0,8
686	800,smallworld,2,0.0,network,norms,2.0,0.15830888262250564,0.007365395700896524,8,4.0,0.0,8,14.0,0.0,8,88.5995770254392,4.055344985950794,8,151.95500953055227,6.6862754215683,8,6.592235577690958,0.2948631064846678,8,2.6024713073536674,0.024523594503956497,8,0.8019006385849488,0.008114240150636345,8,0.03979047879254562,0.0020321646724711425,8,0.4169733277400107,0.0019909691797924526,8,8.525843125,0.405500588813537,8,0.28777283994356945,0.006752675453969634,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.04797309613360467,0.009582537822944975,8,14.0,0.0,8,14.0,0.0,8	686	800,smallworld,2,0.0,network,norms,2.0,0.15830888262250564,0.007365395700896524,8,4.0,0.0,8,14.0,0.0,8,88.5995770254392,4.055344985950794,8,151.95500953055227,6.6862754215683,8,6.592235577690958,0.2948631064846678,8,2.6024713073536674,0.024523594503956497,8,0.8019006385849488,0.008114240150636345,8,0.03979047879254562,0.0020321646724711425,8,0.4169733277400107,0.0019909691797924526,8,8.525843125,0.405500588813537,8,0.28777283994356945,0.006752675453969634,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.04797309613360467,0.009582537822944975,8,14.0,0.0,8,14.0,0.0,8
687	800,smallworld,2,0.0,network,records,2.0,0.9051639822515549,0.007776918311943671,8,2.0,0.0,8,16.0,0.0,8,17.67750567065314,0.15304711854635175,8,28.72114573095962,0.25709798478211465,8,34.81998055619803,0.31000473726067845,8,1.7203972326610941,0.009051650505948501,8,0.09483601774844505,0.007776918311943674,8,0.0,0.0,8,0.5383808125156174,0.0016270452007406044,8,53.2962425,0.6381405203233634,8,0.1317929408832064,0.00294534367469791,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.8320920155938419,0.015315730522323896,8,16.0,0.0,8,16.0,0.0,8	687	800,smallworld,2,0.0,network,records,2.0,0.9051639822515549,0.007776918311943671,8,2.0,0.0,8,16.0,0.0,8,17.67750567065314,0.15304711854635175,8,28.72114573095962,0.25709798478211465,8,34.81998055619803,0.31000473726067845,8,1.7203972326610941,0.009051650505948501,8,0.09483601774844505,0.007776918311943674,8,0.0,0.0,8,0.5383808125156174,0.0016270452007406044,8,53.2962425,0.6381405203233634,8,0.1317929408832064,0.00294534367469791,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.8320920155938419,0.015315730522323896,8,16.0,0.0,8,16.0,0.0,8
688	−800,smallworld,2,0.0,none,central,0.5,0.08607271959518326,0.015697763218167873,8,16.0,0.0,8,16.0,0.0,8,190.77944678583546,30.809949217888107,8,349.92330240633993,56.27378567462215,8,2.931995985407314,0.5300788250209446,8,2.6086881515485265,0.11056236530004275,8,0.9139272804048167,0.015697763218167893,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,2.9873287499999996,0.6933259138475208,8,0.26781729069428656,0.018709707934957878,8,8967.0625,229.9957511253507,8,0.1729321383764817,0.03188064307851213,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	688	+800,smallworld,2,0.0,none,central,0.5,0.02954505601877658,0.002316573559686836,8,16.0,0.0,8,100.0,0.0,8,3401.832226296763,250.88919071311147,8,3855.9075025361326,282.9927064950115,8,0.2606433460990436,0.020307377510646273,8,2.6119188453550226,0.02619380308405003,8,0.9704549439812235,0.0023165735596868296,8,0.0,0.0,8,0.15307252488336853,0.0007684381571248783,8,-2.0686875000000002,0.11016738482223967,8,0.41496199503302605,0.016083362788695394,8,12867.0625,229.9957511253507,8,0.0593590066428031,0.004845898692592136,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
689	−800,smallworld,2,0.0,none,central,2.0,0.9543094057151147,0.00840148078407903,8,16.0,0.0,8,16.0,0.0,8,16.767194373095005,0.14845681527244878,8,30.758162833033687,0.2673745260814799,8,32.51384664829323,0.2829244636633051,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,42.00936,0.43809446225345683,8,0.12456561715954151,0.00513333435991668,8,1198.475,9.218575966880248,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,16.0,0.0,8,16.0,0.0,8	689	+800,smallworld,2,0.0,none,central,2.0,0.9470292946559921,0.010358963573283846,8,16.0,0.0,8,100.0,0.0,8,105.60447355095482,1.1618031041908703,8,119.70382993613687,1.3323596681199743,8,8.354853293908784,0.09259123072199991,8,1.7147185765073358,0.013555367129540547,8,0.05297070534400795,0.010358963573283869,8,0.0,0.0,8,0.15307252488336853,0.0007684381571248783,8,39.166312500000004,0.583500348114721,8,0.12857922128586693,0.006588906310460379,8,1198.475,9.218575966880248,8,0.9634113778869043,0.007381632360249496,8,0.9308326085155403,0.016394445800059596,8,100.0,0.0,8,100.0,0.0,8
690	−800,smallworld,2,0.0,none,federated,0.5,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,16.0,0.0,8,16.767194373095005,0.14845681527244878,8,30.758162833033687,0.2673745260814799,8,32.51384664829323,0.2829244636633051,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,42.00936,0.43809446225345683,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,16.0,0.0,8,16.0,0.0,8	690	+800,smallworld,2,0.0,none,federated,0.5,0.5669394868154843,0.0471288686397541,8,7.4581631138072995,0.09498312430209727,8,48.7489786828438,0.5698987458125815,8,86.54306355619123,7.7152668251163465,8,110.23371755016306,9.667060054593865,8,9.134917477548964,0.8266858316164332,8,2.154539951054388,0.020557974568583347,8,0.4330605131845156,0.04712886863975409,8,0.0,0.0,8,0.2794204810614718,0.002294366216607825,8,23.62256625,2.179068648095442,8,0.3172575074772636,0.03952773502819802,8,105.22295590669636,52.71128982713653,8,0.704092346684065,0.06426587350508427,8,0.4310272361255006,0.03484564279146583,8,48.82936947293399,0.562278572319278,8,48.66944691779613,0.5846887630088651,8
691	−800,smallworld,2,0.0,none,federated,2.0,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,16.0,0.0,8,16.767194373095005,0.14845681527244878,8,30.758162833033687,0.2673745260814799,8,32.51384664829323,0.2829244636633051,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,42.00936,0.43809446225345683,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,16.0,0.0,8,16.0,0.0,8	691	+800,smallworld,2,0.0,none,federated,2.0,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,48.7489786828438,0.5698987458125815,8,51.086180878418894,0.7250825730209053,8,65.07714933835759,0.8263060674882756,8,15.368557128578832,0.19626133793043019,8,1.687935916695394,0.009356847784753559,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.2794204810614718,0.002294366216607825,8,41.02819125,0.43915844428170575,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,48.82936947293399,0.562278572319278,8,48.66944691779613,0.5846887630088651,8
692	800,smallworld,2,0.0,none,none,2.0,0.15370256149809625,0.005326422000004553,8,4.0,0.0,8,14.0,0.0,8,91.18248326971805,3.215916727627203,8,91.18248326971805,3.215916727627203,8,10.978754392721159,0.38045871428603983,8,2.6141540717708227,0.0239669871506093,8,0.7623258311582332,0.006724898180931056,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,8.674043125,0.3071530184026183,8,0.2850840907904238,0.008754316909781339,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.051819577327744205,0.0046215638229493575,8,14.0,0.0,8,14.0,0.0,8	692	800,smallworld,2,0.0,none,none,2.0,0.15370256149809625,0.005326422000004553,8,4.0,0.0,8,14.0,0.0,8,91.18248326971805,3.215916727627203,8,91.18248326971805,3.215916727627203,8,10.978754392721159,0.38045871428603983,8,2.6141540717708227,0.0239669871506093,8,0.7623258311582332,0.006724898180931056,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,8.674043125,0.3071530184026183,8,0.2850840907904238,0.008754316909781339,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.051819577327744205,0.0046215638229493575,8,14.0,0.0,8,14.0,0.0,8
693	800,smallworld,2,0.0,none,norms,2.0,0.16116006594518423,0.005667884250396088,8,4.0,0.0,8,14.0,0.0,8,86.96488811528518,3.0796443932769173,8,148.99190800520833,5.180510705076575,8,6.718841142192613,0.23238011149190294,8,2.6138339031531412,0.02245714263591528,8,0.7989592704363405,0.005529101552631811,8,0.0398806636184753,0.001823806013131444,8,0.41632167736288417,0.0010261947451309544,8,8.722168125,0.32895121072169287,8,0.28138970387172857,0.008922550475247149,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.05420540159394472,0.004866538607628271,8,14.0,0.0,8,14.0,0.0,8	693	800,smallworld,2,0.0,none,norms,2.0,0.16116006594518423,0.005667884250396088,8,4.0,0.0,8,14.0,0.0,8,86.96488811528518,3.0796443932769173,8,148.99190800520833,5.180510705076575,8,6.718841142192613,0.23238011149190294,8,2.6138339031531412,0.02245714263591528,8,0.7989592704363405,0.005529101552631811,8,0.0398806636184753,0.001823806013131444,8,0.41632167736288417,0.0010261947451309544,8,8.722168125,0.32895121072169287,8,0.28138970387172857,0.008922550475247149,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.05420540159394472,0.004866538607628271,8,14.0,0.0,8,14.0,0.0,8
694	800,smallworld,2,0.0,none,records,2.0,0.9746058667950276,0.0036253884985001307,8,2.0,0.0,8,16.0,0.0,8,16.41709244809502,0.061350516128299365,8,26.660497705517738,0.0938512120527905,8,37.50908272413256,0.13168547237132985,8,1.6662541865972444,0.013336162532370216,8,0.025394133204972406,0.003625388498500155,8,0.0,0.0,8,0.538161646306856,0.0010775463533567895,8,57.534842499999996,0.33011579703188904,8,0.10332213907000848,0.002527477942712157,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.9712507885209213,0.006306195400267443,8,16.0,0.0,8,16.0,0.0,8	694	800,smallworld,2,0.0,none,records,2.0,0.9746058667950276,0.0036253884985001307,8,2.0,0.0,8,16.0,0.0,8,16.41709244809502,0.061350516128299365,8,26.660497705517738,0.0938512120527905,8,37.50908272413256,0.13168547237132985,8,1.6662541865972444,0.013336162532370216,8,0.025394133204972406,0.003625388498500155,8,0.0,0.0,8,0.538161646306856,0.0010775463533567895,8,57.534842499999996,0.33011579703188904,8,0.10332213907000848,0.002527477942712157,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.9712507885209213,0.006306195400267443,8,16.0,0.0,8,16.0,0.0,8
695	−800,smallworld,2,1.0,distribution,central,0.5,0.08607271959518326,0.015697763218167873,8,16.0,0.0,8,15.421762206297362,0.030514611720227312,8,183.85949394542178,29.534864803244314,8,343.00334956592627,54.998733545504024,8,2.990675139514788,0.538980283679971,8,2.6086881515485265,0.11056236530004275,8,0.9139272804048167,0.015697763218167893,8,0.0,0.0,8,0.6030317738833644,0.0014416128944066294,8,3.004655,0.6928505857377496,8,0.26781729069428656,0.018709707934957878,8,8967.0625,229.9957511253507,8,0.1729321383764817,0.03188064307851213,8,0.0,0.0,8,14.899935219363162,0.05363983854066269,8,15.938871435542557,0.049452481402282845,8	695	+800,smallworld,2,1.0,distribution,central,0.5,0.02954505601877658,0.002316573559686836,8,16.0,0.0,8,95.3740976503789,0.2441168937618185,8,3244.2466803475563,236.090483946247,8,3698.321956586926,268.1796148990307,8,0.27171726053735695,0.020921243748682764,8,2.6119188453550226,0.02619380308405003,8,0.9704549439812235,0.0023165735596868296,8,0.0,0.0,8,0.15958571177087802,0.0008081997225540713,8,-1.9300775000000001,0.1068849616243023,8,0.41496199503302605,0.016083362788695394,8,12867.0625,229.9957511253507,8,0.0593590066428031,0.004845898692592136,8,0.0,0.0,8,91.19948175490529,0.4291187083253015,8,99.51097148434046,0.39561985121825854,8
696	−800,smallworld,2,1.0,distribution,central,2.0,0.9543094057151147,0.00840148078407903,8,16.0,0.0,8,15.421762206297362,0.030514611720227312,8,16.161185772206526,0.1407742758336918,8,30.15215423214521,0.26096467560245634,8,33.167303962694255,0.287573465543822,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.6030317738833644,0.0014416128944066294,8,42.02668625,0.4381528771506094,8,0.12456561715954151,0.00513333435991668,8,1198.475,9.218575966880248,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,14.899935219363162,0.05363983854066269,8,15.938871435542557,0.049452481402282845,8	696	+800,smallworld,2,1.0,distribution,central,2.0,0.9470292946559921,0.010358963573283846,8,16.0,0.0,8,95.3740976503789,0.2441168937618185,8,100.71916595171055,1.1215789002038263,8,114.8185223368926,1.2928817618395574,8,8.710360205596638,0.09784910706919672,8,1.7147185765073358,0.013555367129540547,8,0.05297070534400795,0.010358963573283869,8,0.0,0.0,8,0.15958571177087802,0.0008081997225540713,8,39.3049225,0.5845441435304221,8,0.12857922128586693,0.006588906310460379,8,1198.475,9.218575966880248,8,0.9634113778869043,0.007381632360249496,8,0.9308326085155403,0.016394445800059596,8,91.19948175490529,0.4291187083253015,8,99.51097148434046,0.39561985121825854,8
697	−800,smallworld,2,1.0,distribution,federated,0.5,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,15.421762206297362,0.030514611720227312,8,16.161185772206526,0.1407742758336918,8,30.15215423214521,0.26096467560245634,8,33.167303962694255,0.287573465543822,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.6030317738833644,0.0014416128944066294,8,42.02668625,0.4381528771506094,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,14.899935219363162,0.05363983854066269,8,15.938871435542557,0.049452481402282845,8	697	+800,smallworld,2,1.0,distribution,federated,0.5,0.5669394868154843,0.0471288686397541,8,7.4581631138072995,0.09498312430209727,8,46.5996504267963,0.5111660674738095,8,82.72795617483514,7.377913186578416,8,106.41861016880699,9.33210873347994,8,9.462330057193137,0.8554515733705459,8,2.154539951054388,0.020557974568583347,8,0.4330605131845156,0.04712886863975409,8,0.0,0.0,8,0.2894351571286374,0.0021190253426725844,8,23.686965625,2.1787757735635425,8,0.3172575074772636,0.03952773502819802,8,105.22295590669636,52.71128982713653,8,0.704092346684065,0.06426587350508427,8,0.4310272361255006,0.03484564279146583,8,44.74510971163049,0.46649686606150603,8,48.437968568701436,0.6059698990171843,8
698	−800,smallworld,2,1.0,distribution,federated,2.0,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,15.421762206297362,0.030514611720227312,8,16.161185772206526,0.1407742758336918,8,30.15215423214521,0.26096467560245634,8,33.167303962694255,0.287573465543822,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.6030317738833644,0.0014416128944066294,8,42.02668625,0.4381528771506094,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,14.899935219363162,0.05363983854066269,8,15.938871435542557,0.049452481402282845,8	698	+800,smallworld,2,1.0,distribution,federated,2.0,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,46.5996504267963,0.5111660674738095,8,48.83365952133569,0.6512801531384268,8,62.824627981274375,0.7580912446274091,8,15.919370455442007,0.1937776737449871,8,1.687935916695394,0.009356847784753559,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.2894351571286374,0.0021190253426725844,8,41.092590625,0.43909141075990604,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,44.74510971163049,0.46649686606150603,8,48.437968568701436,0.6059698990171843,8
699	800,smallworld,2,1.0,distribution,none,2.0,0.15370256149809625,0.005326422000004553,8,4.0,0.0,8,14.0,0.0,8,91.18248326971805,3.215916727627203,8,91.18248326971805,3.215916727627203,8,10.978754392721159,0.38045871428603983,8,2.6141540717708227,0.0239669871506093,8,0.7623258311582332,0.006724898180931056,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,8.674043125,0.3071530184026183,8,0.2850840907904238,0.008754316909781339,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.051819577327744205,0.0046215638229493575,8,14.0,0.0,8,14.0,0.0,8	699	800,smallworld,2,1.0,distribution,none,2.0,0.15370256149809625,0.005326422000004553,8,4.0,0.0,8,14.0,0.0,8,91.18248326971805,3.215916727627203,8,91.18248326971805,3.215916727627203,8,10.978754392721159,0.38045871428603983,8,2.6141540717708227,0.0239669871506093,8,0.7623258311582332,0.006724898180931056,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,8.674043125,0.3071530184026183,8,0.2850840907904238,0.008754316909781339,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.051819577327744205,0.0046215638229493575,8,14.0,0.0,8,14.0,0.0,8
700	800,smallworld,2,1.0,distribution,norms,2.0,0.16116006594518423,0.005667884250396088,8,4.0,0.0,8,13.42063697690124,0.029580403116878894,8,83.36645670063997,2.9736400657817024,8,145.39347659056313,5.069578789018142,8,6.885164466360203,0.2386007684247832,8,2.6138339031531412,0.02245714263591528,8,0.7989592704363405,0.005529101552631811,8,0.0398806636184753,0.001823806013131444,8,0.4266272381508855,0.0013096579492502505,8,8.745374374999999,0.3289690615222643,8,0.28138970387172857,0.008922550475247149,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.05420540159394472,0.004866538607628271,8,12.897143087237662,0.01953461499378298,8,13.943384599150766,0.04802590269819207,8	700	800,smallworld,2,1.0,distribution,norms,2.0,0.16116006594518423,0.005667884250396088,8,4.0,0.0,8,13.42063697690124,0.029580403116878894,8,83.36645670063997,2.9736400657817024,8,145.39347659056313,5.069578789018142,8,6.885164466360203,0.2386007684247832,8,2.6138339031531412,0.02245714263591528,8,0.7989592704363405,0.005529101552631811,8,0.0398806636184753,0.001823806013131444,8,0.4266272381508855,0.0013096579492502505,8,8.745374374999999,0.3289690615222643,8,0.28138970387172857,0.008922550475247149,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.05420540159394472,0.004866538607628271,8,12.897143087237662,0.01953461499378298,8,13.943384599150766,0.04802590269819207,8
701	800,smallworld,2,1.0,distribution,records,2.0,0.9746058667950276,0.0036253884985001307,8,2.0,0.0,8,15.422702197462174,0.030180081531688503,8,15.824746020577763,0.06693449497163241,8,26.068151278000478,0.1061442875137218,8,38.36154120656343,0.15568582562996894,8,1.6662541865972444,0.013336162532370216,8,0.025394133204972406,0.003625388498500155,8,0.0,0.0,8,0.5503910694168005,0.0009639226393597416,8,57.557976875,0.3308197648584239,8,0.10332213907000848,0.002527477942712157,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.9712507885209213,0.006306195400267443,8,14.881998655399537,0.049846523848124207,8,15.964108214026766,0.038219305882854875,8	701	800,smallworld,2,1.0,distribution,records,2.0,0.9746058667950276,0.0036253884985001307,8,2.0,0.0,8,15.422702197462174,0.030180081531688503,8,15.824746020577763,0.06693449497163241,8,26.068151278000478,0.1061442875137218,8,38.36154120656343,0.15568582562996894,8,1.6662541865972444,0.013336162532370216,8,0.025394133204972406,0.003625388498500155,8,0.0,0.0,8,0.5503910694168005,0.0009639226393597416,8,57.557976875,0.3308197648584239,8,0.10332213907000848,0.002527477942712157,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.9712507885209213,0.006306195400267443,8,14.881998655399537,0.049846523848124207,8,15.964108214026766,0.038219305882854875,8
702	−800,smallworld,2,1.0,network,central,0.5,0.08626561366881497,0.015463855336248703,8,16.0,0.0,8,14.889860423984844,0.04026325063254003,8,176.96987916857603,27.94851233945173,8,336.1137347890805,53.39955763612029,8,3.05089208055535,0.5473981803650121,8,2.6086881515485265,0.11056236530004275,8,0.9137343863311851,0.01546385533624874,8,0.0,0.0,8,0.6148900575690195,0.002493626041916089,8,3.02180125,0.6918876547106991,8,0.26781729069428656,0.018709707934957878,8,8913.3375,237.24508688274304,8,0.1729321383764817,0.03188064307851213,8,0.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.880035000702811,0.05995186791589315,8	702	+800,smallworld,2,1.0,network,central,0.5,0.029623510698120577,0.0022816869635017114,8,16.0,0.0,8,91.11888339187875,0.3221060050603202,8,3091.1677074993604,226.92745898593245,8,3545.24298373873,258.7994181067857,8,0.28348021390363665,0.022163622921294875,8,2.6119188453550226,0.02619380308405003,8,0.9703764893018794,0.002281686963501701,8,0.0,0.0,8,0.16638276390518852,0.0014602452336222574,8,-1.7952000000000001,0.11087683720494301,8,0.41496199503302605,0.016083362788695394,8,12813.3375,237.24508688274304,8,0.0593590066428031,0.004845898692592136,8,0.0,0.0,8,91.19948175490529,0.4291187083253015,8,91.04028000562249,0.4796149433271452,8
703	−800,smallworld,2,1.0,network,central,2.0,0.8708798694061503,0.010900715859406229,8,16.0,0.0,8,14.889860423984844,0.04026325063254003,8,17.099957133044054,0.22984651881257004,8,32.47414765548974,0.35930118991536225,8,30.797057840675443,0.34419439039690936,8,1.739128509393619,0.010092676902081616,8,0.12912013059384977,0.010900715859406242,8,0.0,0.0,8,0.6148900575690195,0.002493626041916089,8,38.18602,0.44662427801709004,8,0.15136902836670968,0.004293480959353673,8,1195.2,11.14130025753599,8,0.9675679188721259,0.006725450704280318,8,0.7745548524243817,0.0208048967511088,8,14.899935219363162,0.05363983854066269,8,14.880035000702811,0.05995186791589315,8	703	+800,smallworld,2,1.0,network,central,2.0,0.8660136129758607,0.00907850471651576,8,16.0,0.0,8,91.11888339187875,0.3221060050603202,8,105.22694448704556,1.2026626031004333,8,120.68714778652978,1.2770449435590792,8,8.28669797163445,0.08765452516569586,8,1.7687528095590255,0.01360271122404815,8,0.1339863870241393,0.009078504716515721,8,0.0,0.0,8,0.16638276390518852,0.0014602452336222574,8,35.6907375,0.4068079452008929,8,0.15362164637010706,0.005341079807453362,8,1195.2,11.14130025753599,8,0.9634113778869043,0.007381632360249496,8,0.7689941759814721,0.019799152292334542,8,91.19948175490529,0.4291187083253015,8,91.04028000562249,0.4796149433271452,8
704	−800,smallworld,2,1.0,network,federated,0.5,0.8708798694061503,0.010900715859406229,8,7.592519714910821,0.1318077945634356,8,14.889860423984844,0.04026325063254003,8,17.099957133044054,0.22984651881257004,8,32.47414765548974,0.35930118991536225,8,30.797057840675443,0.34419439039690936,8,1.739128509393619,0.010092676902081616,8,0.12912013059384977,0.010900715859406242,8,0.0,0.0,8,0.6148900575690195,0.002493626041916089,8,38.18602,0.44662427801709004,8,0.15136902836670968,0.004293480959353673,8,83.85,10.832490809728714,8,0.9675679188721259,0.006725450704280318,8,0.7745548524243817,0.0208048967511088,8,14.899935219363162,0.05363983854066269,8,14.880035000702811,0.05995186791589315,8	704	+800,smallworld,2,1.0,network,federated,0.5,0.5195666176829381,0.04468362357845973,8,7.592519714910821,0.1318077945634356,8,45.339188072678766,0.6661133185174875,8,87.87973595103344,8.254356022466887,8,113.80892962744583,10.410463454156712,8,8.854016626407882,0.8426432371071982,8,2.176105028434098,0.025397024894617603,8,0.48043338231706184,0.04468362357845974,8,0.0,0.0,8,0.2961065541558071,0.003007244142238633,8,21.532838124999998,2.0361605156799003,8,0.318113492911361,0.033038142919641786,8,193.74696935847948,109.52735172202786,8,0.704092346684065,0.06426587350508427,8,0.33576840957803733,0.04385256015811106,8,44.74510971163049,0.46649686606150603,8,45.932685622166375,0.9371404839498836,8
705	−800,smallworld,2,1.0,network,federated,2.0,0.8708798694061503,0.010900715859406229,8,7.592519714910821,0.1318077945634356,8,14.889860423984844,0.04026325063254003,8,17.099957133044054,0.22984651881257004,8,32.47414765548974,0.35930118991536225,8,30.797057840675443,0.34419439039690936,8,1.739128509393619,0.010092676902081616,8,0.12912013059384977,0.010900715859406242,8,0.0,0.0,8,0.6148900575690195,0.002493626041916089,8,38.18602,0.44662427801709004,8,0.15136902836670968,0.004293480959353673,8,83.85,10.832490809728714,8,0.9675679188721259,0.006725450704280318,8,0.7745548524243817,0.0208048967511088,8,14.899935219363162,0.05363983854066269,8,14.880035000702811,0.05995186791589315,8	705	+800,smallworld,2,1.0,network,federated,2.0,0.8708798694061503,0.010900715859406229,8,7.592519714910821,0.1318077945634356,8,45.339188072678766,0.6661133185174875,8,52.06405318089246,0.6985322545674048,8,67.43824370333814,0.7891521040975423,8,14.8301518191617,0.1729129809788607,8,1.7392595177477357,0.010085975284683156,8,0.12912013059384977,0.010900715859406242,8,0.0,0.0,8,0.2961065541558071,0.003007244142238633,8,37.276275625,0.44075187847778424,8,0.15136902836670968,0.004293480959353673,8,83.85,10.832490809728714,8,0.9675679188721259,0.006725450704280318,8,0.7745548524243817,0.0208048967511088,8,44.74510971163049,0.46649686606150603,8,45.932685622166375,0.9371404839498836,8
706	800,smallworld,2,1.0,network,none,2.0,0.15098588319105916,0.0070074600756120774,8,4.0,0.0,8,14.0,0.0,8,92.89745914523014,4.279295313222468,8,92.89745914523014,4.279295313222468,8,10.78470594221851,0.5005328625437192,8,2.602174525866209,0.02556695071505645,8,0.765121722774544,0.008411706506320395,8,0.08389239403439683,0.0028727733737976837,8,0.0,0.0,8,8.487093125,0.38637341859858015,8,0.2910249068147707,0.007906575613402718,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.04588163342227997,0.009267443438583076,8,14.0,0.0,8,14.0,0.0,8	706	800,smallworld,2,1.0,network,none,2.0,0.15098588319105916,0.0070074600756120774,8,4.0,0.0,8,14.0,0.0,8,92.89745914523014,4.279295313222468,8,92.89745914523014,4.279295313222468,8,10.78470594221851,0.5005328625437192,8,2.602174525866209,0.02556695071505645,8,0.765121722774544,0.008411706506320395,8,0.08389239403439683,0.0028727733737976837,8,0.0,0.0,8,8.487093125,0.38637341859858015,8,0.2910249068147707,0.007906575613402718,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.04588163342227997,0.009267443438583076,8,14.0,0.0,8,14.0,0.0,8
707	800,smallworld,2,1.0,network,norms,2.0,0.15830888262250564,0.007365395700896524,8,4.0,0.0,8,12.885244839350635,0.02258124242510157,8,81.54381225303678,3.7094558087739045,8,144.89924475814985,6.336156239750633,8,6.9130966616001555,0.3074134950218009,8,2.6024713073536674,0.024523594503956497,8,0.8019006385849488,0.008114240150636345,8,0.03979047879254562,0.0020321646724711425,8,0.43727335688090807,0.002172953167017274,8,8.570376875,0.40513902782993155,8,0.28777283994356945,0.006752675453969634,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.04797309613360467,0.009582537822944975,8,12.897143087237662,0.01953461499378298,8,12.873343796195678,0.03859905049726136,8	707	800,smallworld,2,1.0,network,norms,2.0,0.15830888262250564,0.007365395700896524,8,4.0,0.0,8,12.885244839350635,0.02258124242510157,8,81.54381225303678,3.7094558087739045,8,144.89924475814985,6.336156239750633,8,6.9130966616001555,0.3074134950218009,8,2.6024713073536674,0.024523594503956497,8,0.8019006385849488,0.008114240150636345,8,0.03979047879254562,0.0020321646724711425,8,0.43727335688090807,0.002172953167017274,8,8.570376875,0.40513902782993155,8,0.28777283994356945,0.006752675453969634,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.04797309613360467,0.009582537822944975,8,12.897143087237662,0.01953461499378298,8,12.873343796195678,0.03859905049726136,8
708	800,smallworld,2,1.0,network,records,2.0,0.9051639822515549,0.007776918311943671,8,2.0,0.0,8,14.895305907166422,0.034607709032374284,8,16.45683764309735,0.1264450695546694,8,27.500477703403828,0.2370256038577062,8,36.36535519009261,0.31168343823500366,8,1.7203972326610941,0.009051650505948501,8,0.09483601774844505,0.007776918311943674,8,0.0,0.0,8,0.5622760226494586,0.0014768503288847162,8,53.340456875,0.6383130795471639,8,0.1317929408832064,0.00294534367469791,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.8320920155938419,0.015315730522323896,8,14.881998655399537,0.049846523848124207,8,14.908599206979003,0.03349764670881034,8	708	800,smallworld,2,1.0,network,records,2.0,0.9051639822515549,0.007776918311943671,8,2.0,0.0,8,14.895305907166422,0.034607709032374284,8,16.45683764309735,0.1264450695546694,8,27.500477703403828,0.2370256038577062,8,36.36535519009261,0.31168343823500366,8,1.7203972326610941,0.009051650505948501,8,0.09483601774844505,0.007776918311943674,8,0.0,0.0,8,0.5622760226494586,0.0014768503288847162,8,53.340456875,0.6383130795471639,8,0.1317929408832064,0.00294534367469791,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.8320920155938419,0.015315730522323896,8,14.881998655399537,0.049846523848124207,8,14.908599206979003,0.03349764670881034,8
709	−800,smallworld,2,1.0,none,central,0.5,0.08607271959518326,0.015697763218167873,8,16.0,0.0,8,14.894814814396085,0.031680844187260464,8,177.59368545355218,28.612136790258788,8,336.7375410740567,54.074969019597525,8,3.0466516328683126,0.5505943011516554,8,2.6086881515485265,0.11056236530004275,8,0.9139272804048167,0.015697763218167893,8,0.0,0.0,8,0.6142815824156258,0.0017072099687691054,8,3.020440625,0.6931562218856865,8,0.26781729069428656,0.018709707934957878,8,8967.0625,229.9957511253507,8,0.1729321383764817,0.03188064307851213,8,0.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.889560121369662,0.03278278768418675,8	709	+800,smallworld,2,1.0,none,central,0.5,0.02954505601877658,0.002316573559686836,8,16.0,0.0,8,91.15851851516868,0.2534467534980837,8,3101.052692425356,228.35481746676126,8,3555.1279686647254,260.4206338471431,8,0.2826958834009289,0.02208422559372172,8,2.6119188453550226,0.02619380308405003,8,0.9704549439812235,0.0023165735596868296,8,0.0,0.0,8,0.16602357610934645,0.0009994742405033431,8,-1.8037925000000001,0.10965462608311874,8,0.41496199503302605,0.016083362788695394,8,12867.0625,229.9957511253507,8,0.0593590066428031,0.004845898692592136,8,0.0,0.0,8,91.19948175490529,0.4291187083253015,8,91.1164809709573,0.262262301473494,8
710	−800,smallworld,2,1.0,none,central,2.0,0.9543094057151147,0.00840148078407903,8,16.0,0.0,8,14.894814814396085,0.031680844187260464,8,15.60897674361798,0.13704373689096797,8,29.599945203556665,0.2514506467574255,8,33.785983705932296,0.2875532712027367,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.6142815824156258,0.0017072099687691054,8,42.042471875,0.43793839789353073,8,0.12456561715954151,0.00513333435991668,8,1198.475,9.218575966880248,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,14.899935219363162,0.05363983854066269,8,14.889560121369662,0.03278278768418675,8	710	+800,smallworld,2,1.0,none,central,2.0,0.9470292946559921,0.010358963573283846,8,16.0,0.0,8,91.15851851516868,0.2534467534980837,8,96.26648292445962,0.986190059138861,8,110.36583930964169,1.1476895109480205,8,9.061630887189265,0.09410479247047618,8,1.7147185765073358,0.013555367129540547,8,0.05297070534400795,0.010358963573283869,8,0.0,0.0,8,0.16602357610934645,0.0009994742405033431,8,39.4312075,0.5815208980583335,8,0.12857922128586693,0.006588906310460379,8,1198.475,9.218575966880248,8,0.9634113778869043,0.007381632360249496,8,0.9308326085155403,0.016394445800059596,8,91.19948175490529,0.4291187083253015,8,91.1164809709573,0.262262301473494,8
711	−800,smallworld,2,1.0,none,federated,0.5,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,14.894814814396085,0.031680844187260464,8,15.60897674361798,0.13704373689096797,8,29.599945203556665,0.2514506467574255,8,33.785983705932296,0.2875532712027367,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.6142815824156258,0.0017072099687691054,8,42.042471875,0.43793839789353073,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,14.899935219363162,0.05363983854066269,8,14.889560121369662,0.03278278768418675,8	711	+800,smallworld,2,1.0,none,federated,0.5,0.5669394868154843,0.0471288686397541,8,7.4581631138072995,0.09498312430209727,8,44.648648513422124,0.440925217533913,8,79.25769227250183,6.973702995833097,8,102.94834626647368,8.926770625664437,8,9.779797420405963,0.8745013886731535,8,2.154539951054388,0.020557974568583347,8,0.4330605131845156,0.04712886863975409,8,0.0,0.0,8,0.2991679488706976,0.0020320241664348276,8,23.74540875,2.176748998591625,8,0.3172575074772636,0.03952773502819802,8,105.22295590669636,52.71128982713653,8,0.704092346684065,0.06426587350508427,8,0.4310272361255006,0.03484564279146583,8,44.74510971163049,0.46649686606150603,8,44.552673823435285,0.44539099270866755,8
712	−800,smallworld,2,1.0,none,federated,2.0,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,14.894814814396085,0.031680844187260464,8,15.60897674361798,0.13704373689096797,8,29.599945203556665,0.2514506467574255,8,33.785983705932296,0.2875532712027367,8,1.6878265722812678,0.009376317174487331,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.6142815824156258,0.0017072099687691054,8,42.042471875,0.43793839789353073,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,14.899935219363162,0.05363983854066269,8,14.889560121369662,0.03278278768418675,8	712	+800,smallworld,2,1.0,none,federated,2.0,0.9543094057151147,0.00840148078407903,8,7.4581631138072995,0.09498312430209727,8,44.648648513422124,0.440925217533913,8,46.78910849840379,0.5813559101043075,8,60.78007695834248,0.6862644807086989,8,16.454608003982937,0.18710103346188747,8,1.687935916695394,0.009356847784753559,8,0.04569059428488532,0.008401480784079008,8,0.0,0.0,8,0.2991679488706976,0.0020320241664348276,8,41.15103375,0.4379094443387462,8,0.12456561715954151,0.00513333435991668,8,73.21875,6.980326307354325,8,0.9675679188721259,0.006725450704280318,8,0.9412002036117637,0.014305770392364811,8,44.74510971163049,0.46649686606150603,8,44.552673823435285,0.44539099270866755,8
713	800,smallworld,2,1.0,none,none,2.0,0.15370256149809625,0.005326422000004553,8,4.0,0.0,8,14.0,0.0,8,91.18248326971805,3.215916727627203,8,91.18248326971805,3.215916727627203,8,10.978754392721159,0.38045871428603983,8,2.6141540717708227,0.0239669871506093,8,0.7623258311582332,0.006724898180931056,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,8.674043125,0.3071530184026183,8,0.2850840907904238,0.008754316909781339,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.051819577327744205,0.0046215638229493575,8,14.0,0.0,8,14.0,0.0,8	713	800,smallworld,2,1.0,none,none,2.0,0.15370256149809625,0.005326422000004553,8,4.0,0.0,8,14.0,0.0,8,91.18248326971805,3.215916727627203,8,91.18248326971805,3.215916727627203,8,10.978754392721159,0.38045871428603983,8,2.6141540717708227,0.0239669871506093,8,0.7623258311582332,0.006724898180931056,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,8.674043125,0.3071530184026183,8,0.2850840907904238,0.008754316909781339,8,0.0,0.0,8,0.2557306085946471,0.010543861546848858,8,0.051819577327744205,0.0046215638229493575,8,14.0,0.0,8,14.0,0.0,8
714	800,smallworld,2,1.0,none,norms,2.0,0.16116006594518423,0.005667884250396088,8,4.0,0.0,8,12.89556929059941,0.030872339979273102,8,80.10383634871923,2.8261901538740744,8,142.1308562386424,4.921892063729509,8,7.0431119348516535,0.24240283503927645,8,2.6138339031531412,0.02245714263591528,8,0.7989592704363405,0.005529101552631811,8,0.0398806636184753,0.001823806013131444,8,0.4364172277875623,0.0013022934078170368,8,8.7664075,0.3287393096577974,8,0.28138970387172857,0.008922550475247149,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.05420540159394472,0.004866538607628271,8,12.897143087237662,0.01953461499378298,8,12.893877173247855,0.046509841942535886,8	714	800,smallworld,2,1.0,none,norms,2.0,0.16116006594518423,0.005667884250396088,8,4.0,0.0,8,12.89556929059941,0.030872339979273102,8,80.10383634871923,2.8261901538740744,8,142.1308562386424,4.921892063729509,8,7.0431119348516535,0.24240283503927645,8,2.6138339031531412,0.02245714263591528,8,0.7989592704363405,0.005529101552631811,8,0.0398806636184753,0.001823806013131444,8,0.4364172277875623,0.0013022934078170368,8,8.7664075,0.3287393096577974,8,0.28138970387172857,0.008922550475247149,8,0.0,0.0,8,0.26826387871199553,0.011019092452543632,8,0.05420540159394472,0.004866538607628271,8,12.897143087237662,0.01953461499378298,8,12.893877173247855,0.046509841942535886,8
715	800,smallworld,2,1.0,none,records,2.0,0.9746058667950276,0.0036253884985001307,8,2.0,0.0,8,14.892026769176468,0.024060597856534506,8,15.280248957035411,0.06574411353326697,8,25.52365421445813,0.1076374963407408,8,39.179950509126655,0.16466954762440592,8,1.6662541865972444,0.013336162532370216,8,0.025394133204972406,0.003625388498500155,8,0.0,0.0,8,0.5621326429373054,0.0008166090597191612,8,57.579240625,0.331101055435147,8,0.10332213907000848,0.002527477942712157,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.9712507885209213,0.006306195400267443,8,14.881998655399537,0.049846523848124207,8,14.901976505827426,0.03767457187049087,8	715	800,smallworld,2,1.0,none,records,2.0,0.9746058667950276,0.0036253884985001307,8,2.0,0.0,8,14.892026769176468,0.024060597856534506,8,15.280248957035411,0.06574411353326697,8,25.52365421445813,0.1076374963407408,8,39.179950509126655,0.16466954762440592,8,1.6662541865972444,0.013336162532370216,8,0.025394133204972406,0.003625388498500155,8,0.0,0.0,8,0.5621326429373054,0.0008166090597191612,8,57.579240625,0.331101055435147,8,0.10332213907000848,0.002527477942712157,8,0.0,0.0,8,0.9779670377114733,0.002791176852826802,8,0.9712507885209213,0.006306195400267443,8,14.881998655399537,0.049846523848124207,8,14.901976505827426,0.03767457187049087,8
716	−800,smallworld,8,0.0,distribution,central,0.5,0.0869098689475028,0.01587204277794618,8,16.0,0.0,8,16.0,0.0,8,188.91029185015978,30.29232426501471,8,346.4919204349665,55.309571944365274,8,2.960475415318387,0.535633859611912,8,2.5846028230075486,0.12386457415331802,8,0.9130901310524973,0.015872042777946203,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,3.02482875,0.7001334933616488,8,0.26885772089547366,0.019254944131772853,8,8967.0625,229.9957511253507,8,0.17461969952264308,0.032268255368011284,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	716	+800,smallworld,8,0.0,distribution,central,0.5,0.029639013181646412,0.0022264555651620916,8,16.0,0.0,8,100.0,0.0,8,3389.5724565493592,238.47491962446605,8,3842.009462801835,268.814526703783,8,0.26147216432163367,0.019506296001369255,8,2.6008690071133715,0.025806678462879828,8,0.9703609868183536,0.0022264555651621176,8,0.0,0.0,8,0.15307252488336853,0.0007684381571248783,8,-2.06446875,0.10644192225105673,8,0.4139743374527998,0.014619482142222359,8,12867.0625,229.9957511253507,8,0.05954694200902302,0.004661759436227389,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
717	−800,smallworld,8,0.0,distribution,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.350991657569747,0.10286772174632672,8,34.07076500209325,0.1193146734587378,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,44.0634225,0.3420091683712577,8,0.12701746384490448,0.00460097953911085,8,1198.475,9.218575966880248,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	717	+800,smallworld,8,0.0,distribution,central,2.0,0.9918323208696573,0.00786230784611702,8,16.0,0.0,8,100.0,0.0,8,100.82905144113336,0.801246057694099,8,114.29103303484429,0.9569815469357867,8,8.750127566745173,0.07299140311870445,8,1.0902167981306656,0.02235458770944285,8,0.008167679130342692,0.007862307846117016,8,0.0,0.0,8,0.15307252488336853,0.0007684381571248783,8,41.18053125,0.5646414544631067,8,0.13057393680666599,0.00624082554524666,8,1198.475,9.218575966880248,8,0.9951702261797829,0.005575237829562107,8,0.9885320738521407,0.010966919546472728,8,100.0,0.0,8,100.0,0.0,8
718	−800,smallworld,8,0.0,distribution,federated,0.5,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,16.0,0.0,8,16.0,0.0,8,29.350991657569747,0.10286772174632672,8,34.07076500209325,0.1193146734587378,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,44.0634225,0.3420091683712577,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	718	+800,smallworld,8,0.0,distribution,federated,0.5,0.5865807673299254,0.049806388276430406,8,7.4581631138072995,0.09498312430209727,8,48.7489786828438,0.5698987458125815,8,83.66681676029543,7.597882082388417,8,106.56943834285464,9.516803153661023,8,9.451366994212814,0.8702783700593287,8,1.95653456768214,0.03486541207542209,8,0.41341923267007463,0.049806388276430406,8,0.0,0.0,8,0.2794204810614718,0.002294366216607825,8,24.50475375,2.291338201849601,8,0.3190450636439406,0.03931965418257951,8,105.22295590669636,52.71128982713653,8,0.721418669603566,0.06561939211440408,8,0.4529498330727974,0.03908919163021831,8,48.82936947293399,0.562278572319278,8,48.66944691779613,0.5846887630088651,8
719	−800,smallworld,8,0.0,distribution,federated,2.0,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,16.0,0.0,8,16.0,0.0,8,29.350991657569747,0.10286772174632672,8,34.07076500209325,0.1193146734587378,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,44.0634225,0.3420091683712577,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	719	+800,smallworld,8,0.0,distribution,federated,2.0,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,48.7489786828438,0.5698987458125815,8,48.7489786828438,0.5698987458125815,8,62.09997034041354,0.6231773573913078,8,16.104493529635054,0.16243510926412064,8,1.0010184598612812,0.0010296042782450574,8,0.0,0.0,8,0.0,0.0,8,0.2794204810614718,0.002294366216607825,8,43.08225375,0.3425418351483305,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,48.82936947293399,0.562278572319278,8,48.66944691779613,0.5846887630088651,8
720	800,smallworld,8,0.0,distribution,none,2.0,0.9160283926563294,0.002517546896223521,8,4.0,0.0,8,14.0,0.0,8,15.283469981842364,0.041964684065027395,8,15.283469981842364,0.041964684065027395,8,65.4305994754521,0.17982477830168273,8,1.0314097046857331,0.003243480372091473,8,0.0,0.0,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,54.479355625,0.2453320170479964,8,0.10742388593286593,0.0032225850796759477,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9171098807770123,0.0038746118964100846,8,14.0,0.0,8,14.0,0.0,8	720	800,smallworld,8,0.0,distribution,none,2.0,0.9160283926563294,0.002517546896223521,8,4.0,0.0,8,14.0,0.0,8,15.283469981842364,0.041964684065027395,8,15.283469981842364,0.041964684065027395,8,65.4305994754521,0.17982477830168273,8,1.0314097046857331,0.003243480372091473,8,0.0,0.0,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,54.479355625,0.2453320170479964,8,0.10742388593286593,0.0032225850796759477,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9171098807770123,0.0038746118964100846,8,14.0,0.0,8,14.0,0.0,8
721	800,smallworld,8,0.0,distribution,norms,2.0,0.9601193363815247,0.001823806013131465,8,4.0,0.0,8,14.0,0.0,8,14.581566747916236,0.027690612806635373,8,24.98226633018761,0.0655187628845305,8,40.028634731544045,0.10489869758001584,8,1.0316554627551915,0.003403705981992892,8,0.0,0.0,8,0.0398806636184753,0.001823806013131444,8,0.41632167736288417,0.0010261947451309544,8,56.728730625,0.2677708999104285,8,0.10545937027520598,0.003120374355294802,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9605039856705965,0.001594118267476644,8,14.0,0.0,8,14.0,0.0,8	721	800,smallworld,8,0.0,distribution,norms,2.0,0.9601193363815247,0.001823806013131465,8,4.0,0.0,8,14.0,0.0,8,14.581566747916236,0.027690612806635373,8,24.98226633018761,0.0655187628845305,8,40.028634731544045,0.10489869758001584,8,1.0316554627551915,0.003403705981992892,8,0.0,0.0,8,0.0398806636184753,0.001823806013131444,8,0.41632167736288417,0.0010261947451309544,8,56.728730625,0.2677708999104285,8,0.10545937027520598,0.003120374355294802,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9605039856705965,0.001594118267476644,8,14.0,0.0,8,14.0,0.0,8
722	800,smallworld,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.983241264604068,0.06084652232837854,8,38.486529474428664,0.08979552944640076,8,1.0000711619963312,0.00020127652067419437,8,0.0,0.0,8,0.0,0.0,8,0.538161646306856,0.0010775463533567895,8,59.06156125,0.3589751955393278,8,0.10516129167968272,0.002992676529440573,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	722	800,smallworld,8,0.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.983241264604068,0.06084652232837854,8,38.486529474428664,0.08979552944640076,8,1.0000711619963312,0.00020127652067419437,8,0.0,0.0,8,0.0,0.0,8,0.538161646306856,0.0010775463533567895,8,59.06156125,0.3589751955393278,8,0.10516129167968272,0.002992676529440573,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
723	−800,smallworld,8,0.0,network,central,0.5,0.08710707414227414,0.015652284958581193,8,16.0,0.0,8,16.0,0.0,8,188.30101936307716,29.559008016797794,8,345.8826479478839,54.57191133836674,8,2.964111601488658,0.5314165573414832,8,2.5846028230075486,0.12386457415331802,8,0.9128929258577259,0.0156522849585812,8,0.0,0.0,8,0.5916622113812665,0.0017322025414070823,8,3.02613875,0.6986130728284332,8,0.26885772089547366,0.019254944131772853,8,8913.3375,237.24508688274304,8,0.17461969952264308,0.032268255368011284,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	723	+800,smallworld,8,0.0,network,central,0.5,0.029717706387336625,0.002189503637805702,8,16.0,0.0,8,100.0,0.0,8,3379.9332774895197,232.16273794870324,8,3832.370283741995,262.40931239856974,8,0.2620837129400714,0.019209891913931954,8,2.6008690071133715,0.025806678462879828,8,0.9702822936126634,0.002189503637805666,8,0.0,0.0,8,0.15334789605738858,0.0009302844863624993,8,-2.05628125,0.10278127239607994,8,0.4139743374527998,0.014619482142222359,8,12813.3375,237.24508688274304,8,0.05954694200902302,0.004661759436227389,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
724	−800,smallworld,8,0.0,network,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.38789680704445,0.12456203931665173,8,34.02814905156112,0.14435021178391888,8,1.0033150367978696,0.0019133158607582388,8,0.0,0.0,8,0.0,0.0,8,0.5916622113812665,0.0017322025414070823,8,43.94192,0.41334223955458577,8,0.15800933094841574,0.0036302934954783993,8,1195.2,11.14130025753599,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	724	+800,smallworld,8,0.0,network,central,2.0,0.9936009416468626,0.006480236063224409,8,16.0,0.0,8,100.0,0.0,8,100.64778324178702,0.6582199134454645,8,114.12266837792765,0.8011857783180747,8,8.762877732336012,0.061323303492669734,8,1.0960203562210349,0.02530032014347148,8,0.006399058353137353,0.006480236063224411,8,0.0,0.0,8,0.15334789605738858,0.0009302844863624993,8,41.1460625,0.562533471226379,8,0.1603294432920625,0.0036907598686538533,8,1195.2,11.14130025753599,8,0.9951702261797829,0.005575237829562107,8,0.9920589707550944,0.008242646574280123,8,100.0,0.0,8,100.0,0.0,8
725	−800,smallworld,8,0.0,network,federated,0.5,1.0,0.0,8,7.592519714910821,0.1318077945634356,8,16.0,0.0,8,16.0,0.0,8,29.38789680704445,0.12456203931665173,8,34.02814905156112,0.14435021178391888,8,1.0033150367978696,0.0019133158607582388,8,0.0,0.0,8,0.0,0.0,8,0.5916622113812665,0.0017322025414070823,8,43.94192,0.41334223955458577,8,0.15800933094841574,0.0036302934954783993,8,83.85,10.832490809728714,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	725	+800,smallworld,8,0.0,network,federated,0.5,0.5706861649796964,0.04800533821847556,8,7.592519714910821,0.1318077945634356,8,49.55511828946492,0.7908467673806158,8,87.42454006589233,8.09447799574446,8,111.0249531642485,10.018751575034125,8,9.073996895228976,0.8498486633836844,8,1.9577963564356655,0.030948730584357275,8,0.4293138350203036,0.048005338218475545,8,0.0,0.0,8,0.2762783314960628,0.0028589892055470583,8,23.69769125,2.185286529676128,8,0.3324763293487555,0.03421540047143758,8,193.74696935847948,109.52735172202786,8,0.721418669603566,0.06561939211440408,8,0.4205850065020491,0.05040380928279326,8,48.82936947293399,0.562278572319278,8,50.27897848017562,1.1024112076939385,8
726	−800,smallworld,8,0.0,network,federated,2.0,1.0,0.0,8,7.592519714910821,0.1318077945634356,8,16.0,0.0,8,16.0,0.0,8,29.38789680704445,0.12456203931665173,8,34.02814905156112,0.14435021178391888,8,1.0033150367978696,0.0019133158607582388,8,0.0,0.0,8,0.0,0.0,8,0.5916622113812665,0.0017322025414070823,8,43.94192,0.41334223955458577,8,0.15800933094841574,0.0036302934954783993,8,83.85,10.832490809728714,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	726	+800,smallworld,8,0.0,network,federated,2.0,1.0,0.0,8,7.592519714910821,0.1318077945634356,8,49.55511828946492,0.7908467673806158,8,49.55511828946492,0.7908467673806158,8,62.94301509650937,0.8715267005172925,8,15.890084367070052,0.22270777787012272,8,1.00377621530084,0.0017680035172980436,8,0.0,0.0,8,0.0,0.0,8,0.2762783314960628,0.0028589892055470583,8,42.939409999999995,0.41889871991073946,8,0.15800933094841574,0.0036302934954783993,8,83.85,10.832490809728714,8,1.0,0.0,8,1.0,0.0,8,48.82936947293399,0.562278572319278,8,50.27897848017562,1.1024112076939385,8
727	800,smallworld,8,0.0,network,none,2.0,0.9161076059656031,0.0028727733737976633,8,4.0,0.0,8,14.0,0.0,8,15.282179332658579,0.04802646826575125,8,15.282179332658579,0.04802646826575125,8,65.43625756897166,0.2051980981284104,8,1.040265359921571,0.004733727250644726,8,0.0,0.0,8,0.08389239403439683,0.0028727733737976837,8,0.0,0.0,8,54.340218125,0.537368879215714,8,0.13599761243978734,0.003125192984979739,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9172840829571166,0.0029363607973697074,8,14.0,0.0,8,14.0,0.0,8	727	800,smallworld,8,0.0,network,none,2.0,0.9161076059656031,0.0028727733737976633,8,4.0,0.0,8,14.0,0.0,8,15.282179332658579,0.04802646826575125,8,15.282179332658579,0.04802646826575125,8,65.43625756897166,0.2051980981284104,8,1.040265359921571,0.004733727250644726,8,0.0,0.0,8,0.08389239403439683,0.0028727733737976837,8,0.0,0.0,8,54.340218125,0.537368879215714,8,0.13599761243978734,0.003125192984979739,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9172840829571166,0.0029363607973697074,8,14.0,0.0,8,14.0,0.0,8
728	800,smallworld,8,0.0,network,norms,2.0,0.9602095212074544,0.0020321646724711564,8,4.0,0.0,8,14.0,0.0,8,14.580208345545435,0.030860651906870464,8,25.008124209533715,0.1210223194050744,8,39.98782423595342,0.19335802971586463,8,1.0404187791143709,0.004288492142431437,8,0.0,0.0,8,0.03979047879254562,0.0020321646724711425,8,0.4169733277400107,0.0019909691797924526,8,56.583030625,0.5383597163835286,8,0.13433672440117664,0.003098033277308402,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9606931630455794,0.001341987983008082,8,14.0,0.0,8,14.0,0.0,8	728	800,smallworld,8,0.0,network,norms,2.0,0.9602095212074544,0.0020321646724711564,8,4.0,0.0,8,14.0,0.0,8,14.580208345545435,0.030860651906870464,8,25.008124209533715,0.1210223194050744,8,39.98782423595342,0.19335802971586463,8,1.0404187791143709,0.004288492142431437,8,0.0,0.0,8,0.03979047879254562,0.0020321646724711425,8,0.4169733277400107,0.0019909691797924526,8,56.583030625,0.5383597163835286,8,0.13433672440117664,0.003098033277308402,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9606931630455794,0.001341987983008082,8,14.0,0.0,8,14.0,0.0,8
729	800,smallworld,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.995736441657932,0.09182971774420606,8,38.46826562369855,0.13558710006171887,8,1.001733896580523,0.0004863749152577806,8,0.0,0.0,8,0.0,0.0,8,0.5383808125156174,0.0016270452007406044,8,58.98968,0.5424906644358051,8,0.13617407852149668,0.002516808252366795,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	729	800,smallworld,8,0.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.995736441657932,0.09182971774420606,8,38.46826562369855,0.13558710006171887,8,1.001733896580523,0.0004863749152577806,8,0.0,0.0,8,0.0,0.0,8,0.5383808125156174,0.0016270452007406044,8,58.98968,0.5424906644358051,8,0.13617407852149668,0.002516808252366795,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
730	−800,smallworld,8,0.0,none,central,0.5,0.0869098689475028,0.01587204277794618,8,16.0,0.0,8,16.0,0.0,8,188.91029185015978,30.29232426501471,8,346.4919204349665,55.309571944365274,8,2.960475415318387,0.535633859611912,8,2.5846028230075486,0.12386457415331802,8,0.9130901310524973,0.015872042777946203,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,3.02482875,0.7001334933616488,8,0.26885772089547366,0.019254944131772853,8,8967.0625,229.9957511253507,8,0.17461969952264308,0.032268255368011284,8,0.0,0.0,8,16.0,0.0,8,16.0,0.0,8	730	+800,smallworld,8,0.0,none,central,0.5,0.029639013181646412,0.0022264555651620916,8,16.0,0.0,8,100.0,0.0,8,3389.5724565493592,238.47491962446605,8,3842.009462801835,268.814526703783,8,0.26147216432163367,0.019506296001369255,8,2.6008690071133715,0.025806678462879828,8,0.9703609868183536,0.0022264555651621176,8,0.0,0.0,8,0.15307252488336853,0.0007684381571248783,8,-2.06446875,0.10644192225105673,8,0.4139743374527998,0.014619482142222359,8,12867.0625,229.9957511253507,8,0.05954694200902302,0.004661759436227389,8,0.0,0.0,8,100.0,0.0,8,100.0,0.0,8
731	−800,smallworld,8,0.0,none,central,2.0,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8,16.0,0.0,8,29.350991657569747,0.10286772174632672,8,34.07076500209325,0.1193146734587378,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,44.0634225,0.3420091683712577,8,0.12701746384490448,0.00460097953911085,8,1198.475,9.218575966880248,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	731	+800,smallworld,8,0.0,none,central,2.0,0.9918323208696573,0.00786230784611702,8,16.0,0.0,8,100.0,0.0,8,100.82905144113336,0.801246057694099,8,114.29103303484429,0.9569815469357867,8,8.750127566745173,0.07299140311870445,8,1.0902167981306656,0.02235458770944285,8,0.008167679130342692,0.007862307846117016,8,0.0,0.0,8,0.15307252488336853,0.0007684381571248783,8,41.18053125,0.5646414544631067,8,0.13057393680666599,0.00624082554524666,8,1198.475,9.218575966880248,8,0.9951702261797829,0.005575237829562107,8,0.9885320738521407,0.010966919546472728,8,100.0,0.0,8,100.0,0.0,8
732	−800,smallworld,8,0.0,none,federated,0.5,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,16.0,0.0,8,16.0,0.0,8,29.350991657569747,0.10286772174632672,8,34.07076500209325,0.1193146734587378,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,44.0634225,0.3420091683712577,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	732	+800,smallworld,8,0.0,none,federated,0.5,0.5865807673299254,0.049806388276430406,8,7.4581631138072995,0.09498312430209727,8,48.7489786828438,0.5698987458125815,8,83.66681676029543,7.597882082388417,8,106.56943834285464,9.516803153661023,8,9.451366994212814,0.8702783700593287,8,1.95653456768214,0.03486541207542209,8,0.41341923267007463,0.049806388276430406,8,0.0,0.0,8,0.2794204810614718,0.002294366216607825,8,24.50475375,2.291338201849601,8,0.3190450636439406,0.03931965418257951,8,105.22295590669636,52.71128982713653,8,0.721418669603566,0.06561939211440408,8,0.4529498330727974,0.03908919163021831,8,48.82936947293399,0.562278572319278,8,48.66944691779613,0.5846887630088651,8
733	−800,smallworld,8,0.0,none,federated,2.0,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,16.0,0.0,8,16.0,0.0,8,29.350991657569747,0.10286772174632672,8,34.07076500209325,0.1193146734587378,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.591150819974881,0.0014317760815048572,8,44.0634225,0.3420091683712577,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	733	+800,smallworld,8,0.0,none,federated,2.0,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,48.7489786828438,0.5698987458125815,8,48.7489786828438,0.5698987458125815,8,62.09997034041354,0.6231773573913078,8,16.104493529635054,0.16243510926412064,8,1.0010184598612812,0.0010296042782450574,8,0.0,0.0,8,0.0,0.0,8,0.2794204810614718,0.002294366216607825,8,43.08225375,0.3425418351483305,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,48.82936947293399,0.562278572319278,8,48.66944691779613,0.5846887630088651,8
734	800,smallworld,8,0.0,none,none,2.0,0.9160283926563294,0.002517546896223521,8,4.0,0.0,8,14.0,0.0,8,15.283469981842364,0.041964684065027395,8,15.283469981842364,0.041964684065027395,8,65.4305994754521,0.17982477830168273,8,1.0314097046857331,0.003243480372091473,8,0.0,0.0,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,54.479355625,0.2453320170479964,8,0.10742388593286593,0.0032225850796759477,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9171098807770123,0.0038746118964100846,8,14.0,0.0,8,14.0,0.0,8	734	800,smallworld,8,0.0,none,none,2.0,0.9160283926563294,0.002517546896223521,8,4.0,0.0,8,14.0,0.0,8,15.283469981842364,0.041964684065027395,8,15.283469981842364,0.041964684065027395,8,65.4305994754521,0.17982477830168273,8,1.0314097046857331,0.003243480372091473,8,0.0,0.0,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,54.479355625,0.2453320170479964,8,0.10742388593286593,0.0032225850796759477,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9171098807770123,0.0038746118964100846,8,14.0,0.0,8,14.0,0.0,8
735	800,smallworld,8,0.0,none,norms,2.0,0.9601193363815247,0.001823806013131465,8,4.0,0.0,8,14.0,0.0,8,14.581566747916236,0.027690612806635373,8,24.98226633018761,0.0655187628845305,8,40.028634731544045,0.10489869758001584,8,1.0316554627551915,0.003403705981992892,8,0.0,0.0,8,0.0398806636184753,0.001823806013131444,8,0.41632167736288417,0.0010261947451309544,8,56.728730625,0.2677708999104285,8,0.10545937027520598,0.003120374355294802,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9605039856705965,0.001594118267476644,8,14.0,0.0,8,14.0,0.0,8	735	800,smallworld,8,0.0,none,norms,2.0,0.9601193363815247,0.001823806013131465,8,4.0,0.0,8,14.0,0.0,8,14.581566747916236,0.027690612806635373,8,24.98226633018761,0.0655187628845305,8,40.028634731544045,0.10489869758001584,8,1.0316554627551915,0.003403705981992892,8,0.0,0.0,8,0.0398806636184753,0.001823806013131444,8,0.41632167736288417,0.0010261947451309544,8,56.728730625,0.2677708999104285,8,0.10545937027520598,0.003120374355294802,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9605039856705965,0.001594118267476644,8,14.0,0.0,8,14.0,0.0,8
736	800,smallworld,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.983241264604068,0.06084652232837854,8,38.486529474428664,0.08979552944640076,8,1.0000711619963312,0.00020127652067419437,8,0.0,0.0,8,0.0,0.0,8,0.538161646306856,0.0010775463533567895,8,59.06156125,0.3589751955393278,8,0.10516129167968272,0.002992676529440573,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8	736	800,smallworld,8,0.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,16.0,0.0,8,16.0,0.0,8,25.983241264604068,0.06084652232837854,8,38.486529474428664,0.08979552944640076,8,1.0000711619963312,0.00020127652067419437,8,0.0,0.0,8,0.0,0.0,8,0.538161646306856,0.0010775463533567895,8,59.06156125,0.3589751955393278,8,0.10516129167968272,0.002992676529440573,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,16.0,0.0,8,16.0,0.0,8
737	−800,smallworld,8,1.0,distribution,central,0.5,0.0869098689475028,0.01587204277794618,8,16.0,0.0,8,15.421762206297362,0.030514611720227312,8,182.05742834634611,29.028914146420156,8,339.6390569311528,54.04606304506656,8,3.0197201999825394,0.544615701985062,8,2.5846028230075486,0.12386457415331802,8,0.9130901310524973,0.015872042777946203,8,0.0,0.0,8,0.6030317738833644,0.0014416128944066294,8,3.042155,0.6996488508632637,8,0.26885772089547366,0.019254944131772853,8,8967.0625,229.9957511253507,8,0.17461969952264308,0.032268255368011284,8,0.0,0.0,8,14.899935219363162,0.05363983854066269,8,15.938871435542557,0.049452481402282845,8	737	+800,smallworld,8,1.0,distribution,central,0.5,0.029639013181646412,0.0022264555651620916,8,16.0,0.0,8,95.3740976503789,0.2441168937618185,8,3232.5515209419127,224.02498698765257,8,3684.9885271943886,254.3472882689505,8,0.2725811631453159,0.020073851861692235,8,2.6008690071133715,0.025806678462879828,8,0.9703609868183536,0.0022264555651621176,8,0.0,0.0,8,0.15958571177087802,0.0008081997225540713,8,-1.9258587500000002,0.1030027746418929,8,0.4139743374527998,0.014619482142222359,8,12867.0625,229.9957511253507,8,0.05954694200902302,0.004661759436227389,8,0.0,0.0,8,91.19948175490529,0.4291187083253015,8,99.51097148434046,0.39561985121825854,8
738	−800,smallworld,8,1.0,distribution,central,2.0,1.0,0.0,8,16.0,0.0,8,15.421762206297362,0.030514611720227312,8,15.421762206297362,0.030514611720227312,8,28.77275386386711,0.1126699109846725,8,34.75556822583677,0.1360242514594349,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.6030317738833644,0.0014416128944066294,8,44.08074875,0.34231642500292836,8,0.12701746384490448,0.00460097953911085,8,1198.475,9.218575966880248,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,15.938871435542557,0.049452481402282845,8	738	+800,smallworld,8,1.0,distribution,central,2.0,0.9918323208696573,0.00786230784611702,8,16.0,0.0,8,95.3740976503789,0.2441168937618185,8,96.1650724352414,0.839299644414316,8,109.62705402895233,0.9926346280310782,8,9.122488468154998,0.08236471710279535,8,1.0902167981306656,0.02235458770944285,8,0.008167679130342692,0.007862307846117016,8,0.0,0.0,8,0.15958571177087802,0.0008081997225540713,8,41.31914125,0.5670645624728281,8,0.13057393680666599,0.00624082554524666,8,1198.475,9.218575966880248,8,0.9951702261797829,0.005575237829562107,8,0.9885320738521407,0.010966919546472728,8,91.19948175490529,0.4291187083253015,8,99.51097148434046,0.39561985121825854,8
739	−800,smallworld,8,1.0,distribution,federated,0.5,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,15.421762206297362,0.030514611720227312,8,15.421762206297362,0.030514611720227312,8,28.77275386386711,0.1126699109846725,8,34.75556822583677,0.1360242514594349,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.6030317738833644,0.0014416128944066294,8,44.08074875,0.34231642500292836,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,15.938871435542557,0.049452481402282845,8	739	+800,smallworld,8,1.0,distribution,federated,0.5,0.5865807673299254,0.049806388276430406,8,7.4581631138072995,0.09498312430209727,8,46.5996504267963,0.5111660674738095,8,79.97824369377393,7.262793709927085,8,102.88086527633313,9.183931416544652,8,9.790091097296482,0.9001662102349762,8,1.95653456768214,0.03486541207542209,8,0.41341923267007463,0.049806388276430406,8,0.0,0.0,8,0.2894351571286374,0.0021190253426725844,8,24.569153125,2.290958348974347,8,0.3190450636439406,0.03931965418257951,8,105.22295590669636,52.71128982713653,8,0.721418669603566,0.06561939211440408,8,0.4529498330727974,0.03908919163021831,8,44.74510971163049,0.46649686606150603,8,48.437968568701436,0.6059698990171843,8
740	−800,smallworld,8,1.0,distribution,federated,2.0,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,15.421762206297362,0.030514611720227312,8,15.421762206297362,0.030514611720227312,8,28.77275386386711,0.1126699109846725,8,34.75556822583677,0.1360242514594349,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.6030317738833644,0.0014416128944066294,8,44.08074875,0.34231642500292836,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,15.938871435542557,0.049452481402282845,8	740	+800,smallworld,8,1.0,distribution,federated,2.0,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,46.5996504267963,0.5111660674738095,8,46.5996504267963,0.5111660674738095,8,59.950642084366045,0.5712655255276805,8,16.681721291906804,0.15985427012063416,8,1.0010184598612812,0.0010296042782450574,8,0.0,0.0,8,0.0,0.0,8,0.2894351571286374,0.0021190253426725844,8,43.146653125,0.34316828642328573,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,44.74510971163049,0.46649686606150603,8,48.437968568701436,0.6059698990171843,8
741	800,smallworld,8,1.0,distribution,none,2.0,0.9160283926563294,0.002517546896223521,8,4.0,0.0,8,14.0,0.0,8,15.283469981842364,0.041964684065027395,8,15.283469981842364,0.041964684065027395,8,65.4305994754521,0.17982477830168273,8,1.0314097046857331,0.003243480372091473,8,0.0,0.0,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,54.479355625,0.2453320170479964,8,0.10742388593286593,0.0032225850796759477,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9171098807770123,0.0038746118964100846,8,14.0,0.0,8,14.0,0.0,8	741	800,smallworld,8,1.0,distribution,none,2.0,0.9160283926563294,0.002517546896223521,8,4.0,0.0,8,14.0,0.0,8,15.283469981842364,0.041964684065027395,8,15.283469981842364,0.041964684065027395,8,65.4305994754521,0.17982477830168273,8,1.0314097046857331,0.003243480372091473,8,0.0,0.0,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,54.479355625,0.2453320170479964,8,0.10742388593286593,0.0032225850796759477,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9171098807770123,0.0038746118964100846,8,14.0,0.0,8,14.0,0.0,8
742	800,smallworld,8,1.0,distribution,norms,2.0,0.9601193363815247,0.001823806013131465,8,4.0,0.0,8,13.42063697690124,0.029580403116878894,8,13.978166621442961,0.051100714908357665,8,24.378866203714335,0.0770765704878328,8,41.01949249321478,0.12928575451620256,8,1.0316554627551915,0.003403705981992892,8,0.0,0.0,8,0.0398806636184753,0.001823806013131444,8,0.4266272381508855,0.0013096579492502505,8,56.751936875,0.2678009457859283,8,0.10545937027520598,0.003120374355294802,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9605039856705965,0.001594118267476644,8,12.897143087237662,0.01953461499378298,8,13.943384599150766,0.04802590269819207,8	742	800,smallworld,8,1.0,distribution,norms,2.0,0.9601193363815247,0.001823806013131465,8,4.0,0.0,8,13.42063697690124,0.029580403116878894,8,13.978166621442961,0.051100714908357665,8,24.378866203714335,0.0770765704878328,8,41.01949249321478,0.12928575451620256,8,1.0316554627551915,0.003403705981992892,8,0.0,0.0,8,0.0398806636184753,0.001823806013131444,8,0.4266272381508855,0.0013096579492502505,8,56.751936875,0.2678009457859283,8,0.10545937027520598,0.003120374355294802,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9605039856705965,0.001594118267476644,8,12.897143087237662,0.01953461499378298,8,13.943384599150766,0.04802590269819207,8
743	800,smallworld,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.422702197462174,0.030180081531688503,8,15.422702197462174,0.030180081531688503,8,25.405943462066244,0.07950192124234519,8,39.36120391769328,0.12249633487998045,8,1.0000711619963312,0.00020127652067419437,8,0.0,0.0,8,0.0,0.0,8,0.5503910694168005,0.0009639226393597416,8,59.084695625,0.35966742244385685,8,0.10516129167968272,0.002992676529440573,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.881998655399537,0.049846523848124207,8,15.964108214026766,0.038219305882854875,8	743	800,smallworld,8,1.0,distribution,records,2.0,1.0,0.0,8,2.0,0.0,8,15.422702197462174,0.030180081531688503,8,15.422702197462174,0.030180081531688503,8,25.405943462066244,0.07950192124234519,8,39.36120391769328,0.12249633487998045,8,1.0000711619963312,0.00020127652067419437,8,0.0,0.0,8,0.0,0.0,8,0.5503910694168005,0.0009639226393597416,8,59.084695625,0.35966742244385685,8,0.10516129167968272,0.002992676529440573,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.881998655399537,0.049846523848124207,8,15.964108214026766,0.038219305882854875,8
744	−800,smallworld,8,1.0,network,central,0.5,0.08710707414227414,0.015652284958581193,8,16.0,0.0,8,14.889860423984844,0.04026325063254003,8,175.24233939480908,27.51271596710864,8,332.8239679796158,52.51674380905494,8,3.080590121013763,0.5536077255130329,8,2.5846028230075486,0.12386457415331802,8,0.9128929258577259,0.0156522849585812,8,0.0,0.0,8,0.6148900575690195,0.002493626041916089,8,3.05930125,0.6988038964327852,8,0.26885772089547366,0.019254944131772853,8,8913.3375,237.24508688274304,8,0.17461969952264308,0.032268255368011284,8,0.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.880035000702811,0.05995186791589315,8	744	+800,smallworld,8,1.0,network,central,0.5,0.029717706387336625,0.002189503637805702,8,16.0,0.0,8,91.11888339187875,0.3221060050603202,8,3080.0127491995822,215.32017138115387,8,3532.4497554520576,245.41338780066167,8,0.2843806004681937,0.02128148918994952,8,2.6008690071133715,0.025806678462879828,8,0.9702822936126634,0.002189503637805666,8,0.0,0.0,8,0.16638276390518852,0.0014602452336222574,8,-1.7909812500000002,0.1070064690217373,8,0.4139743374527998,0.014619482142222359,8,12813.3375,237.24508688274304,8,0.05954694200902302,0.004661759436227389,8,0.0,0.0,8,91.19948175490529,0.4291187083253015,8,91.04028000562249,0.4796149433271452,8
745	−800,smallworld,8,1.0,network,central,2.0,1.0,0.0,8,16.0,0.0,8,14.889860423984844,0.04026325063254003,8,14.889860423984844,0.04026325063254003,8,28.277757231029295,0.09201643048002281,8,35.36381141167519,0.11518313104321708,8,1.0033150367978696,0.0019133158607582388,8,0.0,0.0,8,0.0,0.0,8,0.6148900575690195,0.002493626041916089,8,43.9750825,0.4126126882873502,8,0.15800933094841574,0.0036302934954783993,8,1195.2,11.14130025753599,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.880035000702811,0.05995186791589315,8	745	+800,smallworld,8,1.0,network,central,2.0,0.9936009416468626,0.006480236063224409,8,16.0,0.0,8,91.11888339187875,0.3221060050603202,8,91.70833067696178,0.5435357395311176,8,105.1832158131024,0.6268070853060888,8,9.507515391333007,0.056602008117228125,8,1.0960203562210349,0.02530032014347148,8,0.006399058353137353,0.006480236063224411,8,0.0,0.0,8,0.16638276390518852,0.0014602452336222574,8,41.4113625,0.5568745248450757,8,0.1603294432920625,0.0036907598686538533,8,1195.2,11.14130025753599,8,0.9951702261797829,0.005575237829562107,8,0.9920589707550944,0.008242646574280123,8,91.19948175490529,0.4291187083253015,8,91.04028000562249,0.4796149433271452,8
746	−800,smallworld,8,1.0,network,federated,0.5,1.0,0.0,8,7.592519714910821,0.1318077945634356,8,14.889860423984844,0.04026325063254003,8,14.889860423984844,0.04026325063254003,8,28.277757231029295,0.09201643048002281,8,35.36381141167519,0.11518313104321708,8,1.0033150367978696,0.0019133158607582388,8,0.0,0.0,8,0.0,0.0,8,0.6148900575690195,0.002493626041916089,8,43.9750825,0.4126126882873502,8,0.15800933094841574,0.0036302934954783993,8,83.85,10.832490809728714,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.880035000702811,0.05995186791589315,8	746	+800,smallworld,8,1.0,network,federated,0.5,0.5706861649796964,0.04800533821847556,8,7.592519714910821,0.1318077945634356,8,45.339188072678766,0.6661133185174875,8,79.98871612783348,7.416379355182517,8,103.58912922618964,9.33889462292155,8,9.725105394068201,0.908606212253615,8,1.9577963564356655,0.030948730584357275,8,0.4293138350203036,0.048005338218475545,8,0.0,0.0,8,0.2961065541558071,0.003007244142238633,8,23.823619375,2.1838389305605146,8,0.3324763293487555,0.03421540047143758,8,193.74696935847948,109.52735172202786,8,0.721418669603566,0.06561939211440408,8,0.4205850065020491,0.05040380928279326,8,44.74510971163049,0.46649686606150603,8,45.932685622166375,0.9371404839498836,8
747	−800,smallworld,8,1.0,network,federated,2.0,1.0,0.0,8,7.592519714910821,0.1318077945634356,8,14.889860423984844,0.04026325063254003,8,14.889860423984844,0.04026325063254003,8,28.277757231029295,0.09201643048002281,8,35.36381141167519,0.11518313104321708,8,1.0033150367978696,0.0019133158607582388,8,0.0,0.0,8,0.0,0.0,8,0.6148900575690195,0.002493626041916089,8,43.9750825,0.4126126882873502,8,0.15800933094841574,0.0036302934954783993,8,83.85,10.832490809728714,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.880035000702811,0.05995186791589315,8	747	+800,smallworld,8,1.0,network,federated,2.0,1.0,0.0,8,7.592519714910821,0.1318077945634356,8,45.339188072678766,0.6661133185174875,8,45.339188072678766,0.6661133185174875,8,58.727084879723215,0.7300580011251303,8,17.030242330191736,0.21367785311782864,8,1.00377621530084,0.0017680035172980436,8,0.0,0.0,8,0.0,0.0,8,0.2961065541558071,0.003007244142238633,8,43.065338125,0.41464170321183347,8,0.15800933094841574,0.0036302934954783993,8,83.85,10.832490809728714,8,1.0,0.0,8,1.0,0.0,8,44.74510971163049,0.46649686606150603,8,45.932685622166375,0.9371404839498836,8
748	800,smallworld,8,1.0,network,none,2.0,0.9161076059656031,0.0028727733737976633,8,4.0,0.0,8,14.0,0.0,8,15.282179332658579,0.04802646826575125,8,15.282179332658579,0.04802646826575125,8,65.43625756897166,0.2051980981284104,8,1.040265359921571,0.004733727250644726,8,0.0,0.0,8,0.08389239403439683,0.0028727733737976837,8,0.0,0.0,8,54.340218125,0.537368879215714,8,0.13599761243978734,0.003125192984979739,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9172840829571166,0.0029363607973697074,8,14.0,0.0,8,14.0,0.0,8	748	800,smallworld,8,1.0,network,none,2.0,0.9161076059656031,0.0028727733737976633,8,4.0,0.0,8,14.0,0.0,8,15.282179332658579,0.04802646826575125,8,15.282179332658579,0.04802646826575125,8,65.43625756897166,0.2051980981284104,8,1.040265359921571,0.004733727250644726,8,0.0,0.0,8,0.08389239403439683,0.0028727733737976837,8,0.0,0.0,8,54.340218125,0.537368879215714,8,0.13599761243978734,0.003125192984979739,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9172840829571166,0.0029363607973697074,8,14.0,0.0,8,14.0,0.0,8
749	800,smallworld,8,1.0,network,norms,2.0,0.9602095212074544,0.0020321646724711564,8,4.0,0.0,8,12.885244839350635,0.02258124242510157,8,13.41924905925664,0.03478863402110472,8,23.847164923244918,0.11562498588747834,8,41.93456828023476,0.20327817232643833,8,1.0404187791143709,0.004288492142431437,8,0.0,0.0,8,0.03979047879254562,0.0020321646724711425,8,0.43727335688090807,0.002172953167017274,8,56.627564375000006,0.5384833481603509,8,0.13433672440117664,0.003098033277308402,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9606931630455794,0.001341987983008082,8,12.897143087237662,0.01953461499378298,8,12.873343796195678,0.03859905049726136,8	749	800,smallworld,8,1.0,network,norms,2.0,0.9602095212074544,0.0020321646724711564,8,4.0,0.0,8,12.885244839350635,0.02258124242510157,8,13.41924905925664,0.03478863402110472,8,23.847164923244918,0.11562498588747834,8,41.93456828023476,0.20327817232643833,8,1.0404187791143709,0.004288492142431437,8,0.0,0.0,8,0.03979047879254562,0.0020321646724711425,8,0.43727335688090807,0.002172953167017274,8,56.627564375000006,0.5384833481603509,8,0.13433672440117664,0.003098033277308402,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9606931630455794,0.001341987983008082,8,12.897143087237662,0.01953461499378298,8,12.873343796195678,0.03859905049726136,8
750	800,smallworld,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.895305907166422,0.034607709032374284,8,14.895305907166422,0.034607709032374284,8,24.891042348824353,0.11054259067296826,8,40.17578686008053,0.17795162581628796,8,1.001733896580523,0.0004863749152577806,8,0.0,0.0,8,0.0,0.0,8,0.5622760226494586,0.0014768503288847162,8,59.033894375,0.5434589718082095,8,0.13617407852149668,0.002516808252366795,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.881998655399537,0.049846523848124207,8,14.908599206979003,0.03349764670881034,8	750	800,smallworld,8,1.0,network,records,2.0,1.0,0.0,8,2.0,0.0,8,14.895305907166422,0.034607709032374284,8,14.895305907166422,0.034607709032374284,8,24.891042348824353,0.11054259067296826,8,40.17578686008053,0.17795162581628796,8,1.001733896580523,0.0004863749152577806,8,0.0,0.0,8,0.0,0.0,8,0.5622760226494586,0.0014768503288847162,8,59.033894375,0.5434589718082095,8,0.13617407852149668,0.002516808252366795,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.881998655399537,0.049846523848124207,8,14.908599206979003,0.03349764670881034,8
751	−800,smallworld,8,1.0,none,central,0.5,0.0869098689475028,0.01587204277794618,8,16.0,0.0,8,14.894814814396085,0.031680844187260464,8,175.85389710556254,28.127622360958146,8,333.4355256903693,53.14379701166643,8,3.0762510918262382,0.5564463155963828,8,2.5846028230075486,0.12386457415331802,8,0.9130901310524973,0.015872042777946203,8,0.0,0.0,8,0.6142815824156258,0.0017072099687691054,8,3.057940625,0.6999718155623814,8,0.26885772089547366,0.019254944131772853,8,8967.0625,229.9957511253507,8,0.17461969952264308,0.032268255368011284,8,0.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.889560121369662,0.03278278768418675,8	751	+800,smallworld,8,1.0,none,central,0.5,0.029639013181646412,0.0022264555651620916,8,16.0,0.0,8,91.15851851516868,0.2534467534980837,8,3089.8791950281657,217.05938172713448,8,3542.316201280641,247.359205180203,8,0.2835949863815528,0.021220058251771045,8,2.6008690071133715,0.025806678462879828,8,0.9703609868183536,0.0022264555651621176,8,0.0,0.0,8,0.16602357610934645,0.0009994742405033431,8,-1.79957375,0.10592824902296571,8,0.4139743374527998,0.014619482142222359,8,12867.0625,229.9957511253507,8,0.05954694200902302,0.004661759436227389,8,0.0,0.0,8,91.19948175490529,0.4291187083253015,8,91.1164809709573,0.262262301473494,8
752	−800,smallworld,8,1.0,none,central,2.0,1.0,0.0,8,16.0,0.0,8,14.894814814396085,0.031680844187260464,8,14.894814814396085,0.031680844187260464,8,28.24580647196583,0.09990957274371895,8,35.403873527591244,0.1253715687233869,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.6142815824156258,0.0017072099687691054,8,44.096534375,0.34203979077667745,8,0.12701746384490448,0.00460097953911085,8,1198.475,9.218575966880248,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.889560121369662,0.03278278768418675,8	752	+800,smallworld,8,1.0,none,central,2.0,0.9918323208696573,0.00786230784611702,8,16.0,0.0,8,91.15851851516868,0.2534467534980837,8,91.91358242441468,0.6736055694408949,8,105.37556401812563,0.8195323641510739,8,9.490367276812993,0.0736384598400204,8,1.0902167981306656,0.02235458770944285,8,0.008167679130342692,0.007862307846117016,8,0.0,0.0,8,0.16602357610934645,0.0009994742405033431,8,41.44542625,0.5635315788575125,8,0.13057393680666599,0.00624082554524666,8,1198.475,9.218575966880248,8,0.9951702261797829,0.005575237829562107,8,0.9885320738521407,0.010966919546472728,8,91.19948175490529,0.4291187083253015,8,91.1164809709573,0.262262301473494,8
753	−800,smallworld,8,1.0,none,federated,0.5,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,14.894814814396085,0.031680844187260464,8,14.894814814396085,0.031680844187260464,8,28.24580647196583,0.09990957274371895,8,35.403873527591244,0.1253715687233869,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.6142815824156258,0.0017072099687691054,8,44.096534375,0.34203979077667745,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.889560121369662,0.03278278768418675,8	753	+800,smallworld,8,1.0,none,federated,0.5,0.5865807673299254,0.049806388276430406,8,7.4581631138072995,0.09498312430209727,8,44.648648513422124,0.440925217533913,8,76.62347745669818,6.869997992689701,8,99.52609903925737,8.790075886945749,8,10.11857004516141,0.9207584694140608,8,1.95653456768214,0.03486541207542209,8,0.41341923267007463,0.049806388276430406,8,0.0,0.0,8,0.2991679488706976,0.0020320241664348276,8,24.62759625,2.2889822795478176,8,0.3190450636439406,0.03931965418257951,8,105.22295590669636,52.71128982713653,8,0.721418669603566,0.06561939211440408,8,0.4529498330727974,0.03908919163021831,8,44.74510971163049,0.46649686606150603,8,44.552673823435285,0.44539099270866755,8
754	−800,smallworld,8,1.0,none,federated,2.0,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,14.894814814396085,0.031680844187260464,8,14.894814814396085,0.031680844187260464,8,28.24580647196583,0.09990957274371895,8,35.403873527591244,0.1253715687233869,8,1.0002588371921903,0.0003609279857688506,8,0.0,0.0,8,0.0,0.0,8,0.6142815824156258,0.0017072099687691054,8,44.096534375,0.34203979077667745,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,14.899935219363162,0.05363983854066269,8,14.889560121369662,0.03278278768418675,8	754	+800,smallworld,8,1.0,none,federated,2.0,1.0,0.0,8,7.4581631138072995,0.09498312430209727,8,44.648648513422124,0.440925217533913,8,44.648648513422124,0.440925217533913,8,57.999640170991874,0.4966068742803894,8,17.242596815248994,0.1482344065480395,8,1.0010184598612812,0.0010296042782450574,8,0.0,0.0,8,0.0,0.0,8,0.2991679488706976,0.0020320241664348276,8,43.20509625,0.3417136949234176,8,0.12701746384490448,0.00460097953911085,8,73.21875,6.980326307354325,8,1.0,0.0,8,1.0,0.0,8,44.74510971163049,0.46649686606150603,8,44.552673823435285,0.44539099270866755,8
755	800,smallworld,8,1.0,none,none,2.0,0.9160283926563294,0.002517546896223521,8,4.0,0.0,8,14.0,0.0,8,15.283469981842364,0.041964684065027395,8,15.283469981842364,0.041964684065027395,8,65.4305994754521,0.17982477830168273,8,1.0314097046857331,0.003243480372091473,8,0.0,0.0,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,54.479355625,0.2453320170479964,8,0.10742388593286593,0.0032225850796759477,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9171098807770123,0.0038746118964100846,8,14.0,0.0,8,14.0,0.0,8	755	800,smallworld,8,1.0,none,none,2.0,0.9160283926563294,0.002517546896223521,8,4.0,0.0,8,14.0,0.0,8,15.283469981842364,0.041964684065027395,8,15.283469981842364,0.041964684065027395,8,65.4305994754521,0.17982477830168273,8,1.0314097046857331,0.003243480372091473,8,0.0,0.0,8,0.08397160734367057,0.002517546896223524,8,0.0,0.0,8,54.479355625,0.2453320170479964,8,0.10742388593286593,0.0032225850796759477,8,0.0,0.0,8,0.9149343009764334,0.004284669974142995,8,0.9171098807770123,0.0038746118964100846,8,14.0,0.0,8,14.0,0.0,8
756	800,smallworld,8,1.0,none,norms,2.0,0.9601193363815247,0.001823806013131465,8,4.0,0.0,8,12.89556929059941,0.030872339979273102,8,13.431291405844817,0.05222894505548592,8,23.83199098811619,0.07969743519971224,8,41.96081491896397,0.1400019190306086,8,1.0316554627551915,0.003403705981992892,8,0.0,0.0,8,0.0398806636184753,0.001823806013131444,8,0.4364172277875623,0.0013022934078170368,8,56.77297,0.26801529600538876,8,0.10545937027520598,0.003120374355294802,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9605039856705965,0.001594118267476644,8,12.897143087237662,0.01953461499378298,8,12.893877173247855,0.046509841942535886,8	756	800,smallworld,8,1.0,none,norms,2.0,0.9601193363815247,0.001823806013131465,8,4.0,0.0,8,12.89556929059941,0.030872339979273102,8,13.431291405844817,0.05222894505548592,8,23.83199098811619,0.07969743519971224,8,41.96081491896397,0.1400019190306086,8,1.0316554627551915,0.003403705981992892,8,0.0,0.0,8,0.0398806636184753,0.001823806013131444,8,0.4364172277875623,0.0013022934078170368,8,56.77297,0.26801529600538876,8,0.10545937027520598,0.003120374355294802,8,0.0,0.0,8,0.9597297756069584,0.0031185830245196353,8,0.9605039856705965,0.001594118267476644,8,12.897143087237662,0.01953461499378298,8,12.893877173247855,0.046509841942535886,8
757	800,smallworld,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.892026769176468,0.024060597856534506,8,14.892026769176468,0.024060597856534506,8,24.875268033780536,0.07887369990278023,8,40.200923778176815,0.12684609023593618,8,1.0000711619963312,0.00020127652067419437,8,0.0,0.0,8,0.0,0.0,8,0.5621326429373054,0.0008166090597191612,8,59.105959375,0.3598746830241015,8,0.10516129167968272,0.002992676529440573,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.881998655399537,0.049846523848124207,8,14.901976505827426,0.03767457187049087,8	757	800,smallworld,8,1.0,none,records,2.0,1.0,0.0,8,2.0,0.0,8,14.892026769176468,0.024060597856534506,8,14.892026769176468,0.024060597856534506,8,24.875268033780536,0.07887369990278023,8,40.200923778176815,0.12684609023593618,8,1.0000711619963312,0.00020127652067419437,8,0.0,0.0,8,0.0,0.0,8,0.5621326429373054,0.0008166090597191612,8,59.105959375,0.3598746830241015,8,0.10516129167968272,0.002992676529440573,8,0.0,0.0,8,1.0,0.0,8,1.0,0.0,8,14.881998655399537,0.049846523848124207,8,14.901976505827426,0.03767457187049087,8

modified results/simulated/institution_loss_shares.csv +3 −3

				@@ -1,7 +1,7 @@
1	regime,admin_capacity_ratio,welfare_loss,bits_loss,success_loss,n_cells	1	regime,admin_capacity_ratio,welfare_loss,bits_loss,success_loss,n_cells
2	central,0.5,1.0,1.0,1.0,108	2	central,0.5,1.0,1.0,1.0,108
3	−central,2.0,0.5,0.5,0.0,108	3	+central,2.0,0.5,0.75,0.0,108
4	−federated,0.5,0.5555555555555556,0.5555555555555556,0.2222222222222222,108	4	+federated,0.5,0.7962962962962963,0.9537037037037037,0.7777777777777778,108
5	−federated,2.0,0.5,0.5,0.0,108	5	+federated,2.0,0.5,0.5370370370370371,0.0,108
6	norms,2.0,0.06481481481481481,1.0,0.0,108	6	norms,2.0,0.06481481481481481,1.0,0.0,108
7	records,2.0,0.0,0.5,0.0,108	7	records,2.0,0.0,0.5,0.0,108

modified results/simulated/paired_vs_none.csv +4 −4

				@@ -1,7 +1,7 @@
1	regime,admin_capacity_ratio,n_pairs,share_lower_bits_per_success,share_lower_bits_incl_setup,share_higher_success,share_higher_welfare,mean_d_bits_per_success,mean_d_success,mean_d_welfare,ci_d_bits,ci_d_success,ci_d_welfare	1	regime,admin_capacity_ratio,n_pairs,share_lower_bits_per_success,share_lower_bits_incl_setup,share_higher_success,share_higher_welfare,mean_d_bits_per_success,mean_d_success,mean_d_welfare,ci_d_bits,ci_d_success,ci_d_welfare
2	norms,2.0,864,0.9965277777777778,0.0,0.9930555555555556,0.9004629629629629,-5.453626571602955,0.03150570529237053,1.512692314814815,"(np.float64(-5.840198369172916), np.float64(-5.067054774032994))","(np.float64(0.02979567495840705), np.float64(0.033215735626334016))","(np.float64(1.4095988756153452), np.float64(1.6157857540142848))"	2	norms,2.0,864,0.9965277777777778,0.0,0.9930555555555556,0.9004629629629629,-5.453626571602955,0.03150570529237053,1.512692314814815,"(np.float64(-5.840198369172916), np.float64(-5.067054774032994))","(np.float64(0.02979567495840705), np.float64(0.033215735626334016))","(np.float64(1.4095988756153452), np.float64(1.6157857540142848))"
3	records,2.0,864,0.7118055555555556,0.5,1.0,1.0,-43.568315884029545,0.43430567686480614,25.67052300925926,"(np.float64(-46.71216614792117), np.float64(-40.42446562013792))","(np.float64(0.41152241162750325), np.float64(0.45708894210210904))","(np.float64(24.299082507371715), np.float64(27.041963511146804))"	3	records,2.0,864,0.7118055555555556,0.5,1.0,1.0,-43.568315884029545,0.43430567686480614,25.67052300925926,"(np.float64(-46.71216614792117), np.float64(-40.42446562013792))","(np.float64(0.41152241162750325), np.float64(0.45708894210210904))","(np.float64(24.299082507371715), np.float64(27.041963511146804))"
4	−central,0.5,864,0.004629629629629629,0.0,0.006944444444444444,0.0,145.924417767732,-0.4423576747013016,-28.015212094907408,"(np.float64(140.6247596052974), np.float64(151.22407593016658))","(np.float64(-0.46784278110485705), np.float64(-0.41687256829774616))","(np.float64(-29.548051390515205), np.float64(-26.48237279929961))"	4	+central,0.5,864,0.0,0.0,0.0,0.0,2450.8579183687884,-0.4925942926805999,-32.08026469907407,"(np.float64(2397.411292425162), np.float64(2504.3045443124147))","(np.float64(-0.5181018142362752), np.float64(-0.46708677112492464))","(np.float64(-33.615253926164485), np.float64(-30.545275471983654))"
5	−central,2.0,864,0.7175925925925926,0.5,1.0,0.5,-43.09533516187988,0.41402048893703874,11.641107349537037,"(np.float64(-46.193939883471444), np.float64(-39.99673044028832))","(np.float64(0.3923990757854621), np.float64(0.43564190208861536))","(np.float64(10.285598724756067), np.float64(12.996615974318008))"	5	+central,2.0,864,0.3298611111111111,0.2465277777777778,1.0,0.5,19.546162223135273,0.4091179409227808,9.651280439814814,"(np.float64(16.425417225161592), np.float64(22.666907221108954))","(np.float64(0.38746170729279417), np.float64(0.43077417455276745))","(np.float64(8.291776827937936), np.float64(11.010784051691692))"
6	−federated,0.5,864,0.6134259259259259,0.4444444444444444,0.8333333333333334,0.4699074074074074,-28.558350401197146,0.2723000230279377,4.728190682870371,"(np.float64(-32.30285142162753), np.float64(-24.813849380766758))","(np.float64(0.24347682099906254), np.float64(0.3011232250568129))","(np.float64(3.1153619588384767), np.float64(6.341019406902264))"	6	+federated,0.5,864,0.09259259259259259,0.041666666666666664,0.2222222222222222,0.17939814814814814,692.8940981101447,-0.2934618027368202,-22.414419618055557,"(np.float64(646.2677767128464), np.float64(739.520419507443))","(np.float64(-0.3229421939206829), np.float64(-0.2639814115529575))","(np.float64(-24.081551250055465), np.float64(-20.74728798605565))"
7	−federated,2.0,864,0.7175925925925926,0.5,1.0,0.5,-43.09533516187988,0.41402048893703874,11.641107349537037,"(np.float64(-46.193939883471444), np.float64(-39.99673044028832))","(np.float64(0.3923990757854621), np.float64(0.43564190208861536))","(np.float64(10.285598724756067), np.float64(12.996615974318008))"	7	+federated,2.0,864,0.4988425925925926,0.46296296296296297,1.0,0.5,-4.6098883023281605,0.4124544506082041,10.491144618055555,"(np.float64(-7.532207342806911), np.float64(-1.6875692618494091))","(np.float64(0.39081456436798806), np.float64(0.4340943368484202))","(np.float64(9.133544330817575), np.float64(11.848744905293536))"

modified results/simulated/regime_by_N.csv +12 −12

				@@ -1,16 +1,16 @@
1	regime,N,admin_capacity_ratio,success_rate,bits_per_task,bits_per_success,bits_per_success_incl_setup,msgs_per_task,welfare_per_agent,gini_benefit,fail_latency_share,fail_decode_share	1	regime,N,admin_capacity_ratio,success_rate,bits_per_task,bits_per_success,bits_per_success_incl_setup,msgs_per_task,welfare_per_agent,gini_benefit,fail_latency_share,fail_decode_share
2	−central,50,0.5,0.07000702092006846,15.523472506410773,247.3239277805108,443.46722424459506,8.0,2.5188816666666667,0.29957717974992903,0.9299929790799316,0.0	2	+central,50,0.5,0.03417491423876221,50.0938900256431,1552.0069322889096,1932.2934784976533,8.0,-0.3632466666666667,0.38802326825973854,0.9658250857612377,0.0
3	−central,50,2.0,0.938876193608848,15.523472506410773,16.7966014597402,30.08066353815938,8.0,44.99263166666667,0.1448994202920108,0.0611238063911521,0.0	3	+central,50,2.0,0.931504007465332,50.0938900256431,54.651425300606,68.04436406424446,8.0,43.50217,0.14875828109781464,0.06849599253466805,0.0
4	−central,200,0.5,0.08486946710317224,15.51953948873745,187.8692058016899,349.0061529377101,12.0,2.9576837499999997,0.2762563345931926,0.9151305328968279,0.0	4	+central,200,0.5,0.027773130570076257,73.11723693242472,2660.4290351232503,3144.9744046496608,12.0,-1.3453808333333335,0.4299556260504691,0.9722268694299238,0.0
5	−central,200,2.0,0.9355619373004647,15.51953948873745,16.76141522774607,31.14796643359055,12.0,41.313725416666664,0.1572580746845818,0.06443806269953524,0.0	5	+central,200,2.0,0.9324548479595206,73.11723693242472,79.2197742674387,93.65187586333836,12.0,39.44066083333334,0.15809677618839657,0.06754515204047945,0.0
6	−central,800,0.5,0.0869548472329378,15.535296888900088,182.19553127738445,338.9184814413825,16.0,3.0378565625,0.27894185297299945,0.9130451527670621,0.0	6	+central,800,0.5,0.029173436509445205,96.28237511120071,3319.753199250595,3780.5327602655047,16.0,-1.9721083333333336,0.4211278897916016,0.9708265634905549,0.0
7	−central,800,2.0,0.9365276952618871,15.535296888900088,16.77138938326324,31.200820207660904,16.0,41.17702322916667,0.15768025936019936,0.063472304738113,0.0	7	+central,800,2.0,0.9322993267035735,96.28237511120071,104.38269865775028,118.87362755837908,16.0,38.57106875,0.15973233251578262,0.06770067329642653,0.0
8	−federated,50,0.5,0.5542492637319347,15.523472506410773,59.0086873784882,105.45082484217043,6.809173313295386,26.071381666666667,0.1978285567640614,0.4457507362680653,0.0	8	+federated,50,0.5,0.05756628566949841,43.22987563086466,891.2131050183797,1138.8097718302731,6.809173313295386,1.000848888888889,0.3709867402161426,0.9424337143305015,0.0
9	−federated,50,2.0,0.938876193608848,15.523472506410773,16.7966014597402,30.08066353815938,6.809173313295386,44.99263166666667,0.1448994202920108,0.0611238063911521,0.0	9	+federated,50,2.0,0.9344995756591001,43.22987563086466,47.19346424334785,60.544102514510705,6.809173313295386,43.87293222222222,0.14711042292809134,0.06550042434089999,0.0
10	−federated,200,0.5,0.8950274694500747,15.51953948873745,18.160283591046287,33.75080811926969,8.063519270023129,39.49622541666667,0.15935926188927232,0.10497253054992521,0.0	10	+federated,200,0.5,0.18919838057730387,50.44131768978432,682.2353678869305,833.433967644738,8.063519270023129,6.631863472222222,0.3993053091864096,0.8108016194226961,0.0
11	−federated,200,2.0,0.9355619373004647,15.51953948873745,16.76141522774607,31.14796643359055,8.063519270023129,41.313725416666664,0.1572580746845818,0.06443806269953524,0.0	11	+federated,200,2.0,0.9355006427597652,50.44131768978432,55.051743520627625,69.4391833016723,8.063519270023129,40.263113472222216,0.1572767879341625,0.06449935724023481,0.0
12	−federated,800,0.5,0.9365276952618871,15.535296888900088,16.77138938326324,31.200820207660904,9.34231907976616,41.17702322916667,0.15768025936019936,0.063472304738113,0.0	12	+federated,800,0.5,0.4417542849028205,57.88279457015973,684.8492329815132,802.7146947058227,9.34231907976616,17.68408704861111,0.31993378169811043,0.5582457150971796,0.0
13	−federated,800,2.0,0.9365276952618871,15.535296888900088,16.77138938326324,31.200820207660904,9.34231907976616,41.17702322916667,0.15768025936019936,0.063472304738113,0.0	13	+federated,800,2.0,0.9362674927658305,57.88279457015973,63.540538885429214,77.97382940175629,9.34231907976616,39.897446423611115,0.15778498225377602,0.06373250723416936,0.0
14	none,50,2.0,0.5199555375849481,14.0,62.41417511219455,62.41417511219455,4.0,30.72036888888889,0.22379818710497038,0.3797637066366398,0.1002807557784122	14	none,50,2.0,0.5199555375849481,14.0,62.41417511219455,62.41417511219455,4.0,30.72036888888889,0.22379818710497038,0.3797637066366398,0.1002807557784122
15	none,200,2.0,0.5240970373268515,14.0,59.05614204018829,59.05614204018829,4.0,30.970076111111112,0.2239059555500283,0.38312742324830645,0.092775539424842	15	none,200,2.0,0.5240970373268515,14.0,59.05614204018829,59.05614204018829,4.0,30.970076111111112,0.2239059555500283,0.38312742324830645,0.092775539424842
16	none,800,2.0,0.5248517844482838,14.0,58.14509440400632,58.14509440400632,4.0,30.869613263888887,0.22174709156980169,0.3821028136235392,0.09304540192817691	16	none,800,2.0,0.5248517844482838,14.0,58.14509440400632,58.14509440400632,4.0,30.869613263888887,0.22174709156980169,0.3821028136235392,0.09304540192817691

modified results/simulated/runs_ablation.parquet +0 −0

Binary file not shown.

modified results/simulated/runs_main.parquet +0 −0

Binary file not shown.

modified results/simulated/shock_effects.csv +11 −11

				@@ -1,15 +1,15 @@
1	shock_type,regime,admin_capacity_ratio,d_success_mean,d_success_std,d_success_count,d_bits_mean,d_bits_std,d_bits_count,kl_q_p_bits_mean,kl_q_p_bits_std,kl_q_p_bits_count	1	shock_type,regime,admin_capacity_ratio,d_success_mean,d_success_std,d_success_count,d_bits_mean,d_bits_std,d_bits_count,kl_q_p_bits_mean,kl_q_p_bits_std,kl_q_p_bits_count
2	−distribution,central,0.5,0.0,0.0,288,0.5232571714624147,0.5282680668608583,288,0.5148563881081156,0.5157525704888863,288	2	+distribution,central,0.5,0.0,0.0,144,6.285696556467703,1.7988428564238275,144,1.0297127762162313,0.0,144
3	−distribution,central,2.0,0.0,0.0,288,0.5232571714624147,0.5282680668608583,288,0.5148563881081156,0.5157525704888863,288	3	+distribution,central,2.0,0.0,0.0,144,6.285696556467703,1.7988428564238275,144,1.0297127762162313,0.0,144
4	−distribution,federated,0.5,0.0,0.0,288,0.5232571714624147,0.5282680668608583,288,0.5148563881081156,0.5157525704888863,288	4	+distribution,federated,0.5,0.0,0.0,144,4.2239943673475855,1.2649447359222943,144,1.0297127762162313,0.0,144
5	−distribution,federated,2.0,0.0,0.0,288,0.5232571714624147,0.5282680668608583,288,0.5148563881081156,0.5157525704888863,288	5	+distribution,federated,2.0,0.0,0.0,144,4.2239943673475855,1.2649447359222943,144,1.0297127762162313,0.0,144
6	−distribution,none,2.0,0.0,0.0,288,0.0,0.0,288,0.5148563881081156,0.5157525704888863,288	6	+distribution,none,2.0,0.0,0.0,144,0.0,0.0,144,1.0297127762162313,0.0,144
7	−distribution,norms,2.0,0.0,0.0,288,0.5155114378841161,0.523009335396282,288,0.5148563881081156,0.5157525704888863,288	7	+distribution,norms,2.0,0.0,0.0,144,1.0310228757682323,0.11734347598414921,144,1.0297127762162313,0.0,144
8	−distribution,records,2.0,0.0,0.0,288,0.524492569471788,0.5303186772879632,288,0.5148563881081156,0.5157525704888863,288	8	+distribution,records,2.0,0.0,0.0,144,1.048985138943576,0.1020300924596861,144,1.0297127762162313,0.0,144
9	−network,central,0.5,0.0,0.0,288,0.011572783198084684,0.1395470194057579,288,0.0,0.0,288	9	+network,central,0.5,0.0,0.0,288,0.03132804763786082,0.6462311204135129,288,0.0,0.0,288
10	−network,central,2.0,-0.0756749433792543,0.09888391512611222,288,0.011572783198084684,0.1395470194057579,288,0.0,0.0,288	10	+network,central,2.0,-0.07353945499217969,0.09888791521092774,288,0.03132804763786082,0.6462311204135129,288,0.0,0.0,288
11	−network,federated,0.5,-0.07993736644708548,0.19877719517631348,288,0.011572783198084684,0.1395470194057579,288,0.0,0.0,288	11	+network,federated,0.5,-0.01923746453488967,0.04851707372016186,288,0.5653225393020959,1.1726062584792154,288,0.0,0.0,288
12	−network,federated,2.0,-0.0756749433792543,0.09888391512611222,288,0.011572783198084684,0.1395470194057579,288,0.0,0.0,288	12	+network,federated,2.0,-0.07485614700260851,0.09922397624662535,288,0.5653225393020959,1.1726062584792154,288,0.0,0.0,288
13	network,none,2.0,-0.0038368828679923744,0.018054348386030532,288,0.0,0.0,288,0.0,0.0,288	13	network,none,2.0,-0.0038368828679923744,0.018054348386030532,288,0.0,0.0,288,0.0,0.0,288
14	network,norms,2.0,-0.004034774228359194,0.018181835046900054,288,0.0013061180457788109,0.13444148124990288,288,0.0,0.0,288	14	network,norms,2.0,-0.004034774228359194,0.018181835046900054,288,0.0013061180457788109,0.13444148124990288,288,0.0,0.0,288
15	network,records,2.0,-0.06980868090449444,0.0833574952422441,288,-0.002819353316929828,0.10775302201376394,288,0.0,0.0,288	15	network,records,2.0,-0.06980868090449444,0.0833574952422441,288,-0.002819353316929828,0.10775302201376394,288,0.0,0.0,288

added results/simulated/shock_effects_by_bandwidth.csv +29 −0

				@@ -0,0 +1,29 @@
		1	+shock_type,bandwidth,regime,admin_capacity_ratio,d_success,d_bits,success_pre
		2	+distribution,2,central,0.5,0.0,6.285696556467703,0.06065193377004144
		3	+distribution,2,central,2.0,0.0,6.285696556467703,0.9157089510072267
		4	+distribution,2,federated,0.5,0.0,4.2239943673475855,0.31817602564812236
		5	+distribution,2,federated,2.0,0.0,4.2239943673475855,0.9185769789964655
		6	+distribution,2,none,2.0,0.0,0.0,0.2350843999218443
		7	+distribution,2,norms,2.0,0.0,1.0310228757682323,0.24872322855344922
		8	+distribution,2,records,2.0,0.0,1.048985138943576,0.952355126942054
		9	+distribution,8,central,0.5,0.0,6.285696556467703,0.06107757989334507
		10	+distribution,8,central,2.0,0.0,6.285696556467703,0.9955387890287413
		11	+distribution,8,federated,0.5,0.0,4.2239943673475855,0.3243580889499783
		12	+distribution,8,federated,2.0,0.0,4.2239943673475855,0.9987458225797512
		13	+distribution,8,none,2.0,0.0,0.0,0.9047201267246758
		14	+distribution,8,norms,2.0,0.0,1.0310228757682323,0.958696392961213
		15	+distribution,8,records,2.0,0.0,1.048985138943576,1.0
		16	+network,2,central,0.5,0.0,0.03132804763786082,0.06065193377004144
		17	+network,2,central,2.0,-0.14893778669066915,0.03132804763786082,0.9157089510072267
		18	+network,2,federated,0.5,-0.030226452098677938,0.5653225393020959,0.31817602564812236
		19	+network,2,federated,2.0,-0.15060822334863205,0.5653225393020959,0.9185769789964655
		20	+network,2,none,2.0,-0.00849250967781365,0.0,0.2350843999218443
		21	+network,2,norms,2.0,-0.008644144114124662,0.0013061180457788109,0.24872322855344922
		22	+network,2,records,2.0,-0.13961736180898887,-0.002819353316929828,0.952355126942054
		23	+network,8,central,0.5,0.0,0.03132804763786082,0.06107757989334507
		24	+network,8,central,2.0,0.0018588767063097576,0.03132804763786082,0.9955387890287413
		25	+network,8,federated,0.5,-0.0082484769711014,0.5653225393020959,0.3243580889499783
		26	+network,8,federated,2.0,0.0008959293434150269,0.5653225393020959,0.9987458225797512
		27	+network,8,none,2.0,0.0008187439418289003,0.0,0.9047201267246758
		28	+network,8,norms,2.0,0.0005745956574062747,0.0013061180457788109,0.958696392961213
		29	+network,8,records,2.0,0.0,-0.002819353316929828,1.0

modified results/simulated/simulation_summary.json +97 −97

				@@ -32,49 +32,49 @@
32	"regime": "central",	32	"regime": "central",
33	"admin_capacity_ratio": 0.5,	33	"admin_capacity_ratio": 0.5,
34	"n_pairs": 864,	34	"n_pairs": 864,
35	− "share_lower_bits_per_success": 0.0046,	35	+ "share_lower_bits_per_success": 0.0,
36	"share_lower_bits_incl_setup": 0.0,	36	"share_lower_bits_incl_setup": 0.0,
37	− "share_higher_success": 0.0069,	37	+ "share_higher_success": 0.0,
38	"share_higher_welfare": 0.0,	38	"share_higher_welfare": 0.0,
39	− "mean_d_bits_per_success": 145.9244,	39	+ "mean_d_bits_per_success": 2450.8579,
40	− "mean_d_success": -0.4424,	40	+ "mean_d_success": -0.4926,
41	− "mean_d_welfare": -28.0152	41	+ "mean_d_welfare": -32.0803
42	},	42	},
43	{	43	{
44	"regime": "central",	44	"regime": "central",
45	"admin_capacity_ratio": 2.0,	45	"admin_capacity_ratio": 2.0,
46	"n_pairs": 864,	46	"n_pairs": 864,
47	− "share_lower_bits_per_success": 0.7176,	47	+ "share_lower_bits_per_success": 0.3299,
48	− "share_lower_bits_incl_setup": 0.5,	48	+ "share_lower_bits_incl_setup": 0.2465,
49	"share_higher_success": 1.0,	49	"share_higher_success": 1.0,
50	"share_higher_welfare": 0.5,	50	"share_higher_welfare": 0.5,
51	− "mean_d_bits_per_success": -43.0953,	51	+ "mean_d_bits_per_success": 19.5462,
52	− "mean_d_success": 0.414,	52	+ "mean_d_success": 0.4091,
53	− "mean_d_welfare": 11.6411	53	+ "mean_d_welfare": 9.6513
54	},	54	},
55	{	55	{
56	"regime": "federated",	56	"regime": "federated",
57	"admin_capacity_ratio": 0.5,	57	"admin_capacity_ratio": 0.5,
58	"n_pairs": 864,	58	"n_pairs": 864,
59	− "share_lower_bits_per_success": 0.6134,	59	+ "share_lower_bits_per_success": 0.0926,
60	− "share_lower_bits_incl_setup": 0.4444,	60	+ "share_lower_bits_incl_setup": 0.0417,
61	− "share_higher_success": 0.8333,	61	+ "share_higher_success": 0.2222,
62	− "share_higher_welfare": 0.4699,	62	+ "share_higher_welfare": 0.1794,
63	− "mean_d_bits_per_success": -28.5584,	63	+ "mean_d_bits_per_success": 692.8941,
64	− "mean_d_success": 0.2723,	64	+ "mean_d_success": -0.2935,
65	− "mean_d_welfare": 4.7282	65	+ "mean_d_welfare": -22.4144
66	},	66	},
67	{	67	{
68	"regime": "federated",	68	"regime": "federated",
69	"admin_capacity_ratio": 2.0,	69	"admin_capacity_ratio": 2.0,
70	"n_pairs": 864,	70	"n_pairs": 864,
71	− "share_lower_bits_per_success": 0.7176,	71	+ "share_lower_bits_per_success": 0.4988,
72	− "share_lower_bits_incl_setup": 0.5,	72	+ "share_lower_bits_incl_setup": 0.463,
73	"share_higher_success": 1.0,	73	"share_higher_success": 1.0,
74	"share_higher_welfare": 0.5,	74	"share_higher_welfare": 0.5,
75	− "mean_d_bits_per_success": -43.0953,	75	+ "mean_d_bits_per_success": -4.6099,
76	− "mean_d_success": 0.414,	76	+ "mean_d_success": 0.4125,
77	− "mean_d_welfare": 11.6411	77	+ "mean_d_welfare": 10.4911
78	}	78	}
79	],	79	],
80	"institution_loss_shares": [	80	"institution_loss_shares": [
				@@ -90,23 +90,23 @@
90	"regime": "central",	90	"regime": "central",
91	"admin_capacity_ratio": 2.0,	91	"admin_capacity_ratio": 2.0,
92	"welfare_loss": 0.5,	92	"welfare_loss": 0.5,
93	− "bits_loss": 0.5,	93	+ "bits_loss": 0.75,
94	"success_loss": 0.0,	94	"success_loss": 0.0,
95	"n_cells": 108	95	"n_cells": 108
96	},	96	},
97	{	97	{
98	"regime": "federated",	98	"regime": "federated",
99	"admin_capacity_ratio": 0.5,	99	"admin_capacity_ratio": 0.5,
100	− "welfare_loss": 0.5556,	100	+ "welfare_loss": 0.7963,
101	− "bits_loss": 0.5556,	101	+ "bits_loss": 0.9537,
102	− "success_loss": 0.2222,	102	+ "success_loss": 0.7778,
103	"n_cells": 108	103	"n_cells": 108
104	},	104	},
105	{	105	{
106	"regime": "federated",	106	"regime": "federated",
107	"admin_capacity_ratio": 2.0,	107	"admin_capacity_ratio": 2.0,
108	"welfare_loss": 0.5,	108	"welfare_loss": 0.5,
109	− "bits_loss": 0.5,	109	+ "bits_loss": 0.537,
110	"success_loss": 0.0,	110	"success_loss": 0.0,
111	"n_cells": 108	111	"n_cells": 108
112	},	112	},
				@@ -134,13 +134,13 @@
134	"admin_capacity_ratio": 0.5,	134	"admin_capacity_ratio": 0.5,
135	"d_success_mean": 0.0,	135	"d_success_mean": 0.0,
136	"d_success_std": 0.0,	136	"d_success_std": 0.0,
137	− "d_success_count": 288,	137	+ "d_success_count": 144,
138	− "d_bits_mean": 0.5233,	138	+ "d_bits_mean": 6.2857,
139	− "d_bits_std": 0.5283,	139	+ "d_bits_std": 1.7988,
140	− "d_bits_count": 288,	140	+ "d_bits_count": 144,
141	− "kl_q_p_bits_mean": 0.5149,	141	+ "kl_q_p_bits_mean": 1.0297,
142	− "kl_q_p_bits_std": 0.5158,	142	+ "kl_q_p_bits_std": 0.0,
143	− "kl_q_p_bits_count": 288	143	+ "kl_q_p_bits_count": 144
144	},	144	},
145	{	145	{
146	"shock_type": "distribution",	146	"shock_type": "distribution",
				@@ -148,13 +148,13 @@
148	"admin_capacity_ratio": 2.0,	148	"admin_capacity_ratio": 2.0,
149	"d_success_mean": 0.0,	149	"d_success_mean": 0.0,
150	"d_success_std": 0.0,	150	"d_success_std": 0.0,
151	− "d_success_count": 288,	151	+ "d_success_count": 144,
152	− "d_bits_mean": 0.5233,	152	+ "d_bits_mean": 6.2857,
153	− "d_bits_std": 0.5283,	153	+ "d_bits_std": 1.7988,
154	− "d_bits_count": 288,	154	+ "d_bits_count": 144,
155	− "kl_q_p_bits_mean": 0.5149,	155	+ "kl_q_p_bits_mean": 1.0297,
156	− "kl_q_p_bits_std": 0.5158,	156	+ "kl_q_p_bits_std": 0.0,
157	− "kl_q_p_bits_count": 288	157	+ "kl_q_p_bits_count": 144
158	},	158	},
159	{	159	{
160	"shock_type": "distribution",	160	"shock_type": "distribution",
				@@ -162,13 +162,13 @@
162	"admin_capacity_ratio": 0.5,	162	"admin_capacity_ratio": 0.5,
163	"d_success_mean": 0.0,	163	"d_success_mean": 0.0,
164	"d_success_std": 0.0,	164	"d_success_std": 0.0,
165	− "d_success_count": 288,	165	+ "d_success_count": 144,
166	− "d_bits_mean": 0.5233,	166	+ "d_bits_mean": 4.224,
167	− "d_bits_std": 0.5283,	167	+ "d_bits_std": 1.2649,
168	− "d_bits_count": 288,	168	+ "d_bits_count": 144,
169	− "kl_q_p_bits_mean": 0.5149,	169	+ "kl_q_p_bits_mean": 1.0297,
170	− "kl_q_p_bits_std": 0.5158,	170	+ "kl_q_p_bits_std": 0.0,
171	− "kl_q_p_bits_count": 288	171	+ "kl_q_p_bits_count": 144
172	},	172	},
173	{	173	{
174	"shock_type": "distribution",	174	"shock_type": "distribution",
				@@ -176,13 +176,13 @@
176	"admin_capacity_ratio": 2.0,	176	"admin_capacity_ratio": 2.0,
177	"d_success_mean": 0.0,	177	"d_success_mean": 0.0,
178	"d_success_std": 0.0,	178	"d_success_std": 0.0,
179	− "d_success_count": 288,	179	+ "d_success_count": 144,
180	− "d_bits_mean": 0.5233,	180	+ "d_bits_mean": 4.224,
181	− "d_bits_std": 0.5283,	181	+ "d_bits_std": 1.2649,
182	− "d_bits_count": 288,	182	+ "d_bits_count": 144,
183	− "kl_q_p_bits_mean": 0.5149,	183	+ "kl_q_p_bits_mean": 1.0297,
184	− "kl_q_p_bits_std": 0.5158,	184	+ "kl_q_p_bits_std": 0.0,
185	− "kl_q_p_bits_count": 288	185	+ "kl_q_p_bits_count": 144
186	},	186	},
187	{	187	{
188	"shock_type": "distribution",	188	"shock_type": "distribution",
				@@ -190,13 +190,13 @@
190	"admin_capacity_ratio": 2.0,	190	"admin_capacity_ratio": 2.0,
191	"d_success_mean": 0.0,	191	"d_success_mean": 0.0,
192	"d_success_std": 0.0,	192	"d_success_std": 0.0,
193	− "d_success_count": 288,	193	+ "d_success_count": 144,
194	"d_bits_mean": 0.0,	194	"d_bits_mean": 0.0,
195	"d_bits_std": 0.0,	195	"d_bits_std": 0.0,
196	− "d_bits_count": 288,	196	+ "d_bits_count": 144,
197	− "kl_q_p_bits_mean": 0.5149,	197	+ "kl_q_p_bits_mean": 1.0297,
198	− "kl_q_p_bits_std": 0.5158,	198	+ "kl_q_p_bits_std": 0.0,
199	− "kl_q_p_bits_count": 288	199	+ "kl_q_p_bits_count": 144
200	},	200	},
201	{	201	{
202	"shock_type": "distribution",	202	"shock_type": "distribution",
				@@ -204,13 +204,13 @@
204	"admin_capacity_ratio": 2.0,	204	"admin_capacity_ratio": 2.0,
205	"d_success_mean": 0.0,	205	"d_success_mean": 0.0,
206	"d_success_std": 0.0,	206	"d_success_std": 0.0,
207	− "d_success_count": 288,	207	+ "d_success_count": 144,
208	− "d_bits_mean": 0.5155,	208	+ "d_bits_mean": 1.031,
209	− "d_bits_std": 0.523,	209	+ "d_bits_std": 0.1173,
210	− "d_bits_count": 288,	210	+ "d_bits_count": 144,
211	− "kl_q_p_bits_mean": 0.5149,	211	+ "kl_q_p_bits_mean": 1.0297,
212	− "kl_q_p_bits_std": 0.5158,	212	+ "kl_q_p_bits_std": 0.0,
213	− "kl_q_p_bits_count": 288	213	+ "kl_q_p_bits_count": 144
214	},	214	},
215	{	215	{
216	"shock_type": "distribution",	216	"shock_type": "distribution",
				@@ -218,13 +218,13 @@
218	"admin_capacity_ratio": 2.0,	218	"admin_capacity_ratio": 2.0,
219	"d_success_mean": 0.0,	219	"d_success_mean": 0.0,
220	"d_success_std": 0.0,	220	"d_success_std": 0.0,
221	− "d_success_count": 288,	221	+ "d_success_count": 144,
222	− "d_bits_mean": 0.5245,	222	+ "d_bits_mean": 1.049,
223	− "d_bits_std": 0.5303,	223	+ "d_bits_std": 0.102,
224	− "d_bits_count": 288,	224	+ "d_bits_count": 144,
225	− "kl_q_p_bits_mean": 0.5149,	225	+ "kl_q_p_bits_mean": 1.0297,
226	− "kl_q_p_bits_std": 0.5158,	226	+ "kl_q_p_bits_std": 0.0,
227	− "kl_q_p_bits_count": 288	227	+ "kl_q_p_bits_count": 144
228	},	228	},
229	{	229	{
230	"shock_type": "network",	230	"shock_type": "network",
				@@ -233,8 +233,8 @@
233	"d_success_mean": 0.0,	233	"d_success_mean": 0.0,
234	"d_success_std": 0.0,	234	"d_success_std": 0.0,
235	"d_success_count": 288,	235	"d_success_count": 288,
236	− "d_bits_mean": 0.0116,	236	+ "d_bits_mean": 0.0313,
237	− "d_bits_std": 0.1395,	237	+ "d_bits_std": 0.6462,
238	"d_bits_count": 288,	238	"d_bits_count": 288,
239	"kl_q_p_bits_mean": 0.0,	239	"kl_q_p_bits_mean": 0.0,
240	"kl_q_p_bits_std": 0.0,	240	"kl_q_p_bits_std": 0.0,
				@@ -244,11 +244,11 @@
244	"shock_type": "network",	244	"shock_type": "network",
245	"regime": "central",	245	"regime": "central",
246	"admin_capacity_ratio": 2.0,	246	"admin_capacity_ratio": 2.0,
247	− "d_success_mean": -0.0757,	247	+ "d_success_mean": -0.0735,
248	"d_success_std": 0.0989,	248	"d_success_std": 0.0989,
249	"d_success_count": 288,	249	"d_success_count": 288,
250	− "d_bits_mean": 0.0116,	250	+ "d_bits_mean": 0.0313,
251	− "d_bits_std": 0.1395,	251	+ "d_bits_std": 0.6462,
252	"d_bits_count": 288,	252	"d_bits_count": 288,
253	"kl_q_p_bits_mean": 0.0,	253	"kl_q_p_bits_mean": 0.0,
254	"kl_q_p_bits_std": 0.0,	254	"kl_q_p_bits_std": 0.0,
				@@ -258,11 +258,11 @@
258	"shock_type": "network",	258	"shock_type": "network",
259	"regime": "federated",	259	"regime": "federated",
260	"admin_capacity_ratio": 0.5,	260	"admin_capacity_ratio": 0.5,
261	− "d_success_mean": -0.0799,	261	+ "d_success_mean": -0.0192,
262	− "d_success_std": 0.1988,	262	+ "d_success_std": 0.0485,
263	"d_success_count": 288,	263	"d_success_count": 288,
264	− "d_bits_mean": 0.0116,	264	+ "d_bits_mean": 0.5653,
265	− "d_bits_std": 0.1395,	265	+ "d_bits_std": 1.1726,
266	"d_bits_count": 288,	266	"d_bits_count": 288,
267	"kl_q_p_bits_mean": 0.0,	267	"kl_q_p_bits_mean": 0.0,
268	"kl_q_p_bits_std": 0.0,	268	"kl_q_p_bits_std": 0.0,
				@@ -272,11 +272,11 @@
272	"shock_type": "network",	272	"shock_type": "network",
273	"regime": "federated",	273	"regime": "federated",
274	"admin_capacity_ratio": 2.0,	274	"admin_capacity_ratio": 2.0,
275	− "d_success_mean": -0.0757,	275	+ "d_success_mean": -0.0749,
276	− "d_success_std": 0.0989,	276	+ "d_success_std": 0.0992,
277	"d_success_count": 288,	277	"d_success_count": 288,
278	− "d_bits_mean": 0.0116,	278	+ "d_bits_mean": 0.5653,
279	− "d_bits_std": 0.1395,	279	+ "d_bits_std": 1.1726,
280	"d_bits_count": 288,	280	"d_bits_count": 288,
281	"kl_q_p_bits_mean": 0.0,	281	"kl_q_p_bits_mean": 0.0,
282	"kl_q_p_bits_std": 0.0,	282	"kl_q_p_bits_std": 0.0,
				@@ -328,14 +328,14 @@
328	"ablations": {	328	"ablations": {
329	"reference": {	329	"reference": {
330	"central": {	330	"central": {
331	− "success_rate": 1.0,	331	+ "success_rate": 0.997,
332	− "bits_per_success_incl_setup": 28.1329,	332	+ "bits_per_success_incl_setup": 82.815,
333	− "welfare_per_agent": 44.4486	333	+ "welfare_per_agent": 42.6682
334	},	334	},
335	"federated": {	335	"federated": {
336	"success_rate": 1.0,	336	"success_rate": 1.0,
337	− "bits_per_success_incl_setup": 28.1329,	337	+ "bits_per_success_incl_setup": 53.2697,
338	− "welfare_per_agent": 44.4486	338	+ "welfare_per_agent": 43.6894
339	},	339	},
340	"none": {	340	"none": {
341	"success_rate": 0.9178,	341	"success_rate": 0.9178,
				@@ -426,19 +426,19 @@
426	},	426	},
427	"federated_branching": {	427	"federated_branching": {
428	"4": {	428	"4": {
429	− "success_rate": 1.0,	429	+ "success_rate": 0.9303,
430	"msgs_per_task": 8.8566,	430	"msgs_per_task": 8.8566,
431	"root_load_mean": 47.6688	431	"root_load_mean": 47.6688
432	},	432	},
433	"8": {	433	"8": {
434	− "success_rate": 1.0,	434	+ "success_rate": 0.9871,
435	"msgs_per_task": 6.6146,	435	"msgs_per_task": 6.6146,
436	− "root_load_mean": 41.75	436	+ "root_load_mean": 41.8192
437	},	437	},
438	"16": {	438	"16": {
439	− "success_rate": 1.0,	439	+ "success_rate": 0.9959,
440	"msgs_per_task": 6.2688,	440	"msgs_per_task": 6.2688,
441	− "root_load_mean": 208.3938	441	+ "root_load_mean": 208.7415
442	}	442	}
443	},	443	},
444	"coding_gain": {	444	"coding_gain": {

modified src/wp35/econometrics/common.py +22 −5

				@@ -64,8 +64,24 @@ def binary_metrics(y, p) -> dict:
64	return out	64	return out
65		65
66		66
		67	+def _cat_cols(formula: str) -> list[str]:
		68	+ import re
		69	+ return re.findall(r"C\(([A-Za-z_][A-Za-z0-9_]*)\)", formula)
		70	+
		71	+
		72	+def map_unseen_levels(train: pd.DataFrame, test: pd.DataFrame, formula: str) -> pd.DataFrame:
		73	+ """Test rows whose categorical fixed-effect level is absent from the training fold get the training mode (A-004);
		74	+ the alternative (dropping them) would change the test sample across models."""
		75	+ test = test.copy()
		76	+ for col in _cat_cols(formula):
		77	+ if col in test.columns:
		78	+ seen = set(train[col].dropna().unique()); mode = train[col].mode().iloc[0]
		79	+ test.loc[~test[col].isin(seen), col] = mode
		80	+ return test
		81	+
		82	+
67	def cv_compare(data: pd.DataFrame, formulas: dict[str, str], y: str, family, fold_col: str | None = None,	83	def cv_compare(data: pd.DataFrame, formulas: dict[str, str], y: str, family, fold_col: str | None = None,
68	− n_repeats: int = 10, k: int = 5, groups: str | None = None, fractional: bool = False) -> pd.DataFrame:	84	+ n_repeats: int = 10, k: int = 5, groups: str | None = None, fractional: bool = False, block_col: str | None = None) -> pd.DataFrame:
69	"""Out-of-sample comparison. If fold_col is given → leave-one-group-out on that column; else repeated k-fold.	85	"""Out-of-sample comparison. If fold_col is given → leave-one-group-out on that column; else repeated k-fold.
70	Returns one row per (model, fold) with OOS log-likelihood and, for binary y, AUC/Brier."""	86	Returns one row per (model, fold) with OOS log-likelihood and, for binary y, AUC/Brier."""
71	rows = []	87	rows = []
				@@ -75,10 +91,12 @@ def cv_compare(data: pd.DataFrame, formulas: dict[str, str], y: str, family, fol
75	folds = [(f"loo_{g}", d[fold_col] != g, d[fold_col] == g) for g in sorted(d[fold_col].unique())]	91	folds = [(f"loo_{g}", d[fold_col] != g, d[fold_col] == g) for g in sorted(d[fold_col].unique())]
76	else:	92	else:
77	rng = np.random.default_rng(SEED); folds = []	93	rng = np.random.default_rng(SEED); folds = []
		94	+ units = d[block_col].values if block_col else np.arange(len(d)) # polity-blocked folds when block_col is given
		95	+ uniq = np.unique(units)
78	for r in range(n_repeats):	96	for r in range(n_repeats):
79	− perm = rng.permutation(len(d)); parts = np.array_split(perm, k)	97	+ perm = rng.permutation(len(uniq)); parts = np.array_split(perm, k)
80	for i, te in enumerate(parts):	98	for i, te in enumerate(parts):
81	− mask = np.zeros(len(d), bool); mask[te] = True	99	+ mask = np.isin(units, uniq[te])
82	folds.append((f"rep{r}_fold{i}", ~mask, mask))	100	folds.append((f"rep{r}_fold{i}", ~mask, mask))
83	for name, formula in formulas.items():	101	for name, formula in formulas.items():
84	for fid, tr, te in folds:	102	for fid, tr, te in folds:
				@@ -87,8 +105,7 @@ def cv_compare(data: pd.DataFrame, formulas: dict[str, str], y: str, family, fol
87	continue	105	continue
88	try:	106	try:
89	mod = smf.glm(formula, dtr, family=family).fit()	107	mod = smf.glm(formula, dtr, family=family).fit()
90	− # drop test rows with factor levels unseen in training (predict would fail)	108	+ p = mod.predict(map_unseen_levels(dtr, dte, formula))
91	− p = mod.predict(dte)
92	ok = np.isfinite(p)	109	ok = np.isfinite(p)
93	m = binary_metrics(dte[y][ok], p[ok]) if not fractional else {"oos_loglik": oos_loglik_binomial(dte[y][ok], p[ok]), "n": int(ok.sum())}	110	m = binary_metrics(dte[y][ok], p[ok]) if not fractional else {"oos_loglik": oos_loglik_binomial(dte[y][ok], p[ok]), "n": int(ok.sum())}
94	m.update({"model": name, "fold": fid, "n_train": int(len(dtr))}); rows.append(m)	111	m.update({"model": name, "fold": fid, "n_train": int(len(dtr))}); rows.append(m)

modified src/wp35/econometrics/h2_modern.py +17 −8

				@@ -15,7 +15,7 @@ ROOT = Path(__file__).resolve().parents[3]
15	PROC = ROOT / "data" / "processed"; RES = ROOT / "results" / "empirical"	15	PROC = ROOT / "data" / "processed"; RES = ROOT / "results" / "empirical"
16	BIN = sm.families.Binomial()	16	BIN = sm.families.Binomial()
17	FE = "C(e_regionpol_6C) + C(year)"	17	FE = "C(e_regionpol_6C) + C(year)"
18	−XS = "log_gdppc + v2x_polyarchy + t_since + t_since2 + t_since3"	18	+XS = "log_gdppc + v2x_polyarchy + t_since + t_since2 + t_since3 + no_prior_event"
19		19
20		20
21	def window_outcome(df: pd.DataFrame, col: str, h: int, forward: bool = True) -> pd.Series:	21	def window_outcome(df: pd.DataFrame, col: str, h: int, forward: bool = True) -> pd.Series:
				@@ -49,7 +49,10 @@ def build_sample(h: int = 5):
49	if e == 1:	49	if e == 1:
50	last = y	50	last = y
51	p.loc[g.index, "t_since"] = vals	51	p.loc[g.index, "t_since"] = vals
52	− p["t_since"] = p.t_since.fillna(p.t_since.max()) / 100.0 # no prior event observed → treated as long spell (max observed), flagged in the paper	52	+ # no prior event observed: spell measured from the country's first observed year (left-censored), with an indicator (A-004)
		53	+ first = p.groupby("country_text_id").year.transform("min")
		54	+ p["no_prior_event"] = p.t_since.isna().astype(float)
		55	+ p["t_since"] = p.t_since.fillna(p.year - first + 1) / 100.0
53	p["t_since2"] = p.t_since ** 2; p["t_since3"] = p.t_since ** 3	56	p["t_since2"] = p.t_since ** 2; p["t_since3"] = p.t_since ** 3
54	for c in ["P_modern", "D_modern", "K_modern", "P_modern_pc1", "P_modern_within_year", "P_modern_area"]:	57	for c in ["P_modern", "D_modern", "K_modern", "P_modern_pc1", "P_modern_within_year", "P_modern_area"]:
55	p[c + "_z"] = (p[c] - p[c].mean()) / p[c].std()	58	p[c + "_z"] = (p[c] - p[c].mean()) / p[c].std()
				@@ -63,7 +66,7 @@ def primary(d: pd.DataFrame, y: str = "y456_f5"):
63	specs = {	66	specs = {
64	"C1 primary: Y456 ~ P + X + region FE + year FE": (f"{y} ~ P_modern_z + {XS} + {FE}", "P_modern_z"),	67	"C1 primary: Y456 ~ P + X + region FE + year FE": (f"{y} ~ P_modern_z + {XS} + {FE}", "P_modern_z"),
65	"C2: Y456 ~ P + FE only": (f"{y} ~ P_modern_z + {FE}", "P_modern_z"),	68	"C2: Y456 ~ P + FE only": (f"{y} ~ P_modern_z + {FE}", "P_modern_z"),
66	− "C3: Y456 ~ P + K + X + FE (P given K)": (f"{y} ~ P_modern_z + K_modern_z + {XS} + {FE}", "P_modern_z"),	69	+ "C3: Y456 ~ P + K + X + FE (reparametrization of B5: beta_P = beta_D)": (f"{y} ~ P_modern_z + K_modern_z + {XS} + {FE}", "P_modern_z"),
67	"B1 baseline population only": (f"{y} ~ D_modern_z + {XS} + {FE}", "D_modern_z"),	70	"B1 baseline population only": (f"{y} ~ D_modern_z + {XS} + {FE}", "D_modern_z"),
68	"B2 baseline capacity only": (f"{y} ~ K_modern_z + {XS} + {FE}", "K_modern_z"),	71	"B2 baseline capacity only": (f"{y} ~ K_modern_z + {XS} + {FE}", "K_modern_z"),
69	"B3 baseline development (gdppc) only": (f"{y} ~ log_gdppc + v2x_polyarchy + t_since + t_since2 + t_since3 + {FE}", "log_gdppc"),	72	"B3 baseline development (gdppc) only": (f"{y} ~ log_gdppc + v2x_polyarchy + t_since + t_since2 + t_since3 + {FE}", "log_gdppc"),
				@@ -77,8 +80,10 @@ def primary(d: pd.DataFrame, y: str = "y456_f5"):
77	for label, (f, term) in specs.items():	80	for label, (f, term) in specs.items():
78	try:	81	try:
79	r = fit_formula(f, d, BIN, groups="country_text_id"); rows.append(coef_row(r, term, label, {"events": int(r._data_used[f.split(" ~")[0]].sum())}))	82	r = fit_formula(f, d, BIN, groups="country_text_id"); rows.append(coef_row(r, term, label, {"events": int(r._data_used[f.split(" ~")[0]].sum())}))
80	− if "B5" in label:	83	+ if label.startswith("B5"):
81	rows.append(coef_row(r, "K_modern_z", label))	84	rows.append(coef_row(r, "K_modern_z", label))
		85	+ from wp35.econometrics.h2_seshat import wald_sum_zero
		86	+ wt = wald_sum_zero(r, "D_modern_z", "K_modern_z"); rows.append({"model": "B5 Wald test of beta_D + beta_K = 0 (restriction implied by P)", "term": "D+K", "coef": wt["sum_coef"], "se": wt["sum_se"], "p": wt["wald_p"], "n": r._n_used})
82	except Exception as e:	87	except Exception as e:
83	rows.append({"model": label, "error": str(e)[:100]})	88	rows.append({"model": label, "error": str(e)[:100]})
84	# country fixed effects: conditional logit via statsmodels (drops never-event countries)	89	# country fixed effects: conditional logit via statsmodels (drops never-event countries)
				@@ -86,7 +91,7 @@ def primary(d: pd.DataFrame, y: str = "y456_f5"):
86	from statsmodels.discrete.conditional_models import ConditionalLogit	91	from statsmodels.discrete.conditional_models import ConditionalLogit
87	dd = d.dropna(subset=[y, "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since"]).copy()	92	dd = d.dropna(subset=[y, "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since"]).copy()
88	dd["decade"] = (dd.year // 10) * 10	93	dd["decade"] = (dd.year // 10) * 10
89	− X = pd.concat([dd[["P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since", "t_since2", "t_since3"]], pd.get_dummies(dd.decade, prefix="dec", drop_first=True, dtype=float)], axis=1)	94	+ X = pd.concat([dd[["P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since", "t_since2", "t_since3", "no_prior_event"]], pd.get_dummies(dd.decade, prefix="dec", drop_first=True, dtype=float)], axis=1)
90	cl = ConditionalLogit(dd[y].values, X.values, groups=pd.factorize(dd.country_text_id)[0]).fit(disp=0, maxiter=200)	95	cl = ConditionalLogit(dd[y].values, X.values, groups=pd.factorize(dd.country_text_id)[0]).fit(disp=0, maxiter=200)
91	b, se = cl.params[0], cl.bse[0]	96	b, se = cl.params[0], cl.bse[0]
92	rows.append({"model": "C4: conditional logit, country FE + decade FE", "term": "P_modern_z", "coef": b, "se": se, "ci_lo": b - 1.96 * se, "ci_hi": b + 1.96 * se, "p": cl.pvalues[0], "n": len(dd), "events": int(dd[y].sum())})	97	rows.append({"model": "C4: conditional logit, country FE + decade FE", "term": "P_modern_z", "coef": b, "se": se, "ci_lo": b - 1.96 * se, "ci_hi": b + 1.96 * se, "p": cl.pvalues[0], "n": len(dd), "events": int(dd[y].sum())})
				@@ -95,9 +100,9 @@ def primary(d: pd.DataFrame, y: str = "y456_f5"):
95	# LPM two-way FE	100	# LPM two-way FE
96	try:	101	try:
97	dd = d.dropna(subset=[y, "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since"]).copy()	102	dd = d.dropna(subset=[y, "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since"]).copy()
98	− for c in [y, "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since", "t_since2", "t_since3"]:	103	+ for c in [y, "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since", "t_since2", "t_since3", "no_prior_event"]:
99	dd[c + "_dm"] = dd[c] - dd.groupby("country_text_id")[c].transform("mean")	104	dd[c + "_dm"] = dd[c] - dd.groupby("country_text_id")[c].transform("mean")
100	− r = fit_formula(f"{y}_dm ~ P_modern_z_dm + log_gdppc_dm + v2x_polyarchy_dm + t_since_dm + t_since2_dm + t_since3_dm + C(year)", dd, None, groups="country_text_id")	105	+ r = fit_formula(f"{y}_dm ~ P_modern_z_dm + log_gdppc_dm + v2x_polyarchy_dm + t_since_dm + t_since2_dm + t_since3_dm + no_prior_event_dm + C(year)", dd, None, groups="country_text_id")
101	rows.append(coef_row(r, "P_modern_z_dm", "C5: linear probability, country + year FE", {"events": int(dd[y].sum())}))	106	rows.append(coef_row(r, "P_modern_z_dm", "C5: linear probability, country + year FE", {"events": int(dd[y].sum())}))
102	except Exception as e:	107	except Exception as e:
103	rows.append({"model": "C5 LPM", "error": str(e)[:100]})	108	rows.append({"model": "C5 LPM", "error": str(e)[:100]})
				@@ -119,6 +124,7 @@ def oos(d: pd.DataFrame, y: str = "y456_f5"):
119	try:	124	try:
120	m = smf.glm(f, dd[tr], family=BIN).fit()	125	m = smf.glm(f, dd[tr], family=BIN).fit()
121	te_d = dd[te].copy(); te_d["decade"] = np.minimum(te_d.decade, dd[tr].decade.max()) # unseen decades mapped to the last training decade	126	te_d = dd[te].copy(); te_d["decade"] = np.minimum(te_d.decade, dd[tr].decade.max()) # unseen decades mapped to the last training decade
		127	+ seen = set(dd[tr].e_regionpol_6C.unique()); te_d.loc[~te_d.e_regionpol_6C.isin(seen), "e_regionpol_6C"] = dd[tr].e_regionpol_6C.mode().iloc[0] # unseen regions (A-004)
122	p = m.predict(te_d); r = binary_metrics(te_d[y], p); r.update({"model": name, "fold": sname, "scheme": "forward"}); rows.append(r)	128	p = m.predict(te_d); r = binary_metrics(te_d[y], p); r.update({"model": name, "fold": sname, "scheme": "forward"}); rows.append(r)
123	preds.append(pd.DataFrame({"scheme": "forward", "fold": sname, "model": name, "y": te_d[y].values, "p": np.asarray(p)}))	129	preds.append(pd.DataFrame({"scheme": "forward", "fold": sname, "model": name, "y": te_d[y].values, "p": np.asarray(p)}))
124	except Exception as e:	130	except Exception as e:
				@@ -148,13 +154,14 @@ def oos(d: pd.DataFrame, y: str = "y456_f5"):
148		154
149	def h4(d: pd.DataFrame, y: str = "y456_f5"):	155	def h4(d: pd.DataFrame, y: str = "y456_f5"):
150	base = f"{y} ~ P_modern_z + {XS} + C(e_regionpol_6C) + C(decade)"	156	base = f"{y} ~ P_modern_z + {XS} + C(e_regionpol_6C) + C(decade)"
		157	+ from wp35.econometrics.common import map_unseen_levels
151	dd = d.dropna(subset=[y, "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since", "e_regionpol_6C"]).copy(); dd["decade"] = (dd.year // 10) * 10	158	dd = d.dropna(subset=[y, "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since", "e_regionpol_6C"]).copy(); dd["decade"] = (dd.year // 10) * 10
152	rng = np.random.default_rng(20261101); rows = []	159	rng = np.random.default_rng(20261101); rows = []
153	countries = dd.country_text_id.unique()	160	countries = dd.country_text_id.unique()
154	for rep in range(3):	161	for rep in range(3):
155	perm = rng.permutation(countries); parts = np.array_split(perm, 5) # country-blocked folds	162	perm = rng.permutation(countries); parts = np.array_split(perm, 5) # country-blocked folds
156	for i, te_c in enumerate(parts):	163	for i, te_c in enumerate(parts):
157	− te = dd.country_text_id.isin(te_c); tr, ts = dd[~te], dd[te].copy()	164	+ te = dd.country_text_id.isin(te_c); tr, ts = dd[~te], map_unseen_levels(dd[~te], dd[te], base)
158	try:	165	try:
159	lin = smf.glm(base, tr, family=BIN).fit(); ll_lin = oos_loglik_binomial(ts[y], lin.predict(ts))	166	lin = smf.glm(base, tr, family=BIN).fit(); ll_lin = oos_loglik_binomial(ts[y], lin.predict(ts))
160	h = hinge_fit(tr, y, base, "P_modern_z", BIN, grid=np.quantile(tr.P_modern_z, np.linspace(0.2, 0.8, 7)))	167	h = hinge_fit(tr, y, base, "P_modern_z", BIN, grid=np.quantile(tr.P_modern_z, np.linspace(0.2, 0.8, 7)))
				@@ -208,6 +215,8 @@ def robustness(d: pd.DataFrame):
208	# Oster / Cinelli-Hazlett style sensitivity on the LPM version of the primary	215	# Oster / Cinelli-Hazlett style sensitivity on the LPM version of the primary
209	try:	216	try:
210	dd = d.dropna(subset=["y456_f5", "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since", "e_regionpol_6C"]).copy()	217	dd = d.dropna(subset=["y456_f5", "P_modern_z", "log_gdppc", "v2x_polyarchy", "t_since", "e_regionpol_6C"]).copy()
		218	+ # distinct event-years (not windows) in the estimation sample, for the text
		219	+ (RES / "h2_modern_event_counts.json").write_text(json.dumps({"country_years": int(len(dd)), "event_windows": int(dd.y456_f5.sum()), "distinct_event_years_in_sample": int((dd.any_event == 1).sum()), "distinct_event_years_panel": int((d.any_event == 1).sum())}))
211	full = smf.ols(f"y456_f5 ~ P_modern_z + {XS} + {FE}", dd).fit(); short = smf.ols(f"y456_f5 ~ P_modern_z + {FE}", dd).fit()	220	full = smf.ols(f"y456_f5 ~ P_modern_z + {XS} + {FE}", dd).fit(); short = smf.ols(f"y456_f5 ~ P_modern_z + {FE}", dd).fit()
212	restricted = smf.ols(f"y456_f5 ~ {XS} + {FE}", dd).fit()	221	restricted = smf.ols(f"y456_f5 ~ {XS} + {FE}", dd).fit()
213	r2_full, r2_short = full.rsquared, short.rsquared; b_full, b_short = full.params["P_modern_z"], short.params["P_modern_z"]	222	r2_full, r2_short = full.rsquared, short.rsquared; b_full, b_short = full.params["P_modern_z"], short.params["P_modern_z"]

modified src/wp35/econometrics/h2_seshat.py +60 −17

				@@ -18,7 +18,7 @@ PROC = ROOT / "data" / "processed"; RES = ROOT / "results" / "empirical"
18	RES.mkdir(parents=True, exist_ok=True)	18	RES.mkdir(parents=True, exist_ok=True)
19	BIN = sm.families.Binomial()	19	BIN = sm.families.Binomial()
20	FE = "C(macro_region) + C(era)"	20	FE = "C(macro_region) + C(era)"
21	−XS = "X_warfare + X_prod_infra + epidemic_v"	21	+XS = "X_warfare + X_prod_infra" # epidemic_v dropped (A-006): it is itself a CrisisDB consequence item
22		22
23		23
24	def load_crisis():	24	def load_crisis():
				@@ -40,23 +40,35 @@ def load_crisis():
40	return d	40	return d
41		41
42		42
		43	+def wald_sum_zero(res, a: str, b: str) -> dict:
		44	+ """Wald test of beta_a + beta_b = 0 (the restriction imposed by P = z(D) - z(K))."""
		45	+ import scipy.stats as st
		46	+ V = res.cov_params(); s_ = res.params[a] + res.params[b]; var = V.loc[a, a] + V.loc[b, b] + 2 * V.loc[a, b]
		47	+ w = s_ ** 2 / var; return {"sum_coef": float(s_), "sum_se": float(np.sqrt(var)), "wald_p": float(1 - st.chi2.cdf(w, 1))}
		48	+
		49	+
43	def primary_models(d: pd.DataFrame):	50	def primary_models(d: pd.DataFrame):
44	rows = []	51	rows = []
		52	+ # common estimation sample for every specification that uses covariates/baselines (A-006)
		53	+ common = d.dropna(subset=["y1_severity", "P_main_z", "D_pc1_z", "K_mean_z", "complexity_pc1_z", "prior_crisis_nga", "X_warfare", "X_prod_infra", "P_placebo", "macro_region", "era"])
45	specs = {	54	specs = {
46	"A1 primary: Y1 ~ P + FE": (f"y1_severity ~ P_main_z + {FE}", "P_main_z"),	55	"A1 primary: Y1 ~ P + FE": (f"y1_severity ~ P_main_z + {FE}", "P_main_z"),
47	"A2: Y1 ~ P + X + FE": (f"y1_severity ~ P_main_z + {XS} + {FE}", "P_main_z"),	56	"A2: Y1 ~ P + X + FE": (f"y1_severity ~ P_main_z + {XS} + {FE}", "P_main_z"),
48	− "A3: Y1 ~ P + D + K + X + FE (P given components)": (f"y1_severity ~ P_main_z + complexity_pc1_z + {XS} + {FE}", "P_main_z"),	57	+ "A3: Y1 ~ P + complexity PC1 + X + FE": (f"y1_severity ~ P_main_z + complexity_pc1_z + {XS} + {FE}", "P_main_z"),
49	"B1 baseline D only": (f"y1_severity ~ D_pc1_z + {XS} + {FE}", "D_pc1_z"),	58	"B1 baseline D only": (f"y1_severity ~ D_pc1_z + {XS} + {FE}", "D_pc1_z"),
50	"B2 baseline K only": (f"y1_severity ~ K_mean_z + {XS} + {FE}", "K_mean_z"),	59	"B2 baseline K only": (f"y1_severity ~ K_mean_z + {XS} + {FE}", "K_mean_z"),
51	"B3 baseline complexity PC1": (f"y1_severity ~ complexity_pc1_z + {XS} + {FE}", "complexity_pc1_z"),	60	"B3 baseline complexity PC1": (f"y1_severity ~ complexity_pc1_z + {XS} + {FE}", "complexity_pc1_z"),
52	"B4 baseline persistence": (f"y1_severity ~ prior_crisis_nga + {XS} + {FE}", "prior_crisis_nga"),	61	"B4 baseline persistence": (f"y1_severity ~ prior_crisis_nga + {XS} + {FE}", "prior_crisis_nga"),
53	"B5 D and K separately": (f"y1_severity ~ D_pc1_z + K_mean_z + {XS} + {FE}", "D_pc1_z"),	62	"B5 D and K separately": (f"y1_severity ~ D_pc1_z + K_mean_z + {XS} + {FE}", "D_pc1_z"),
54	− "Placebo: P built with production infrastructure instead of K": (f"y1_severity ~ P_placebo + {XS} + {FE}", "P_placebo"),	63	+ "Placebo: P built with production infrastructure instead of K (X = warfare only)": (f"y1_severity ~ P_placebo + X_warfare + {FE}", "P_placebo"),
		64	+ "Placebo comparison: P with the same controls (X = warfare only)": (f"y1_severity ~ P_main_z + X_warfare + {FE}", "P_main_z"),
55	}	65	}
56	for label, (f, term) in specs.items():	66	for label, (f, term) in specs.items():
57	− r = fit_formula(f, d, BIN, groups="seshat_region"); rows.append(coef_row(r, term, label))	67	+ sample = d if label.startswith("A1") else common
		68	+ r = fit_formula(f, sample, BIN, groups="seshat_region"); rows.append(coef_row(r, term, label))
58	if "B5" in label:	69	if "B5" in label:
59	− rows.append(coef_row(r, "K_mean_z", label))	70	+ rows.append(coef_row(r, "K_mean_z", label)); wt = wald_sum_zero(r, "D_pc1_z", "K_mean_z")
		71	+ rows.append({"model": "B5 Wald test of beta_D + beta_K = 0 (restriction implied by P)", "term": "D+K", "coef": wt["sum_coef"], "se": wt["sum_se"], "p": wt["wald_p"], "n": r._n_used})
60	# binary secondary	72	# binary secondary
61	# binary secondary outcome: several region/era cells are all-severe (quasi-separation) -> region FE only, HC1 SE	73	# binary secondary outcome: several region/era cells are all-severe (quasi-separation) -> region FE only, HC1 SE
62	for label, f in {"A1b: Y1b ~ P + region FE (logit, HC1; era FE dropped: separation)": "y1b_severe ~ P_main_z + C(macro_region)",	74	for label, f in {"A1b: Y1b ~ P + region FE (logit, HC1; era FE dropped: separation)": "y1b_severe ~ P_main_z + C(macro_region)",
				@@ -72,7 +84,8 @@ def robustness(d: pd.DataFrame):
72	rows = []	84	rows = []
73	variants = {"P_D_pc1_K_irt": "K = IRT latent", "P_log_pop_K_mean": "D = log population only", "P_D_pc1_K_pc1": "K = PC1 of blocks",	85	variants = {"P_D_pc1_K_irt": "K = IRT latent", "P_log_pop_K_mean": "D = log population only", "P_D_pc1_K_pc1": "K = PC1 of blocks",
74	"P_main_lo": "D at lower bounds", "P_main_hi": "D at upper bounds", "P_main_noinf": "inferred codes dropped",	86	"P_main_lo": "D at lower bounds", "P_main_hi": "D at upper bounds", "P_main_noinf": "inferred codes dropped",
75	− "P_within_era": "standardized within era", "P_within_region": "standardized within macro-region", "P_rank": "rank-based P"}	87	+ "P_within_era": "standardized within era", "P_within_region": "standardized within macro-region", "P_rank": "rank-based P",
		88	+ "P_nosh": "D without settlement hierarchy", "P_noadmlev": "K without administrative levels", "P_nosh_noadmlev": "both hierarchy indicators removed"}
76	for v, lab in variants.items():	89	for v, lab in variants.items():
77	if v not in d.columns:	90	if v not in d.columns:
78	# crisis-level file lacks some polity-level variants → merge from polity file	91	# crisis-level file lacks some polity-level variants → merge from polity file
				@@ -97,7 +110,7 @@ def out_of_sample(d: pd.DataFrame):
97	# era FE with leave-one-region-out can leave unseen levels; macro-region FE cannot be used when the region is held out	110	# era FE with leave-one-region-out can leave unseen levels; macro-region FE cannot be used when the region is held out
98	f_loro = {k: v.replace("C(macro_region) + ", "") for k, v in formulas.items()}	111	f_loro = {k: v.replace("C(macro_region) + ", "") for k, v in formulas.items()}
99	loro = cv_compare(d, f_loro, "y1_severity", BIN, fold_col="macro_region", fractional=True)	112	loro = cv_compare(d, f_loro, "y1_severity", BIN, fold_col="macro_region", fractional=True)
100	− kf = cv_compare(d, formulas, "y1_severity", BIN, n_repeats=10, k=5, fractional=True)	113	+ kf = cv_compare(d, formulas, "y1_severity", BIN, n_repeats=10, k=5, fractional=True, block_col="polity_id")
101	loro["scheme"] = "leave-one-macro-region-out"; kf["scheme"] = "10x5-fold"	114	loro["scheme"] = "leave-one-macro-region-out"; kf["scheme"] = "10x5-fold"
102	cv = pd.concat([loro, kf]); cv.to_csv(RES / "h2_seshat_cv_folds.csv", index=False)	115	cv = pd.concat([loro, kf]); cv.to_csv(RES / "h2_seshat_cv_folds.csv", index=False)
103	wins = []	116	wins = []
				@@ -107,7 +120,7 @@ def out_of_sample(d: pd.DataFrame):
107	wins = pd.DataFrame(wins); wins.to_csv(RES / "h2_seshat_cv_wins.csv", index=False)	120	wins = pd.DataFrame(wins); wins.to_csv(RES / "h2_seshat_cv_wins.csv", index=False)
108	# binary Y1b out-of-sample metrics	121	# binary Y1b out-of-sample metrics
109	fb = {k: v.replace("y1_severity", "y1b_severe") for k, v in formulas.items()}	122	fb = {k: v.replace("y1_severity", "y1b_severe") for k, v in formulas.items()}
110	− kfb = cv_compare(d, fb, "y1b_severe", BIN, n_repeats=10, k=5)	123	+ kfb = cv_compare(d, fb, "y1b_severe", BIN, n_repeats=10, k=5, block_col="polity_id")
111	kfb.to_csv(RES / "h2_seshat_cv_folds_binary.csv", index=False)	124	kfb.to_csv(RES / "h2_seshat_cv_folds_binary.csv", index=False)
112	summ = kfb.groupby("model")[["oos_loglik", "auc", "brier"]].mean().reset_index(); summ.to_csv(RES / "h2_seshat_cv_binary_summary.csv", index=False)	125	summ = kfb.groupby("model")[["oos_loglik", "auc", "brier"]].mean().reset_index(); summ.to_csv(RES / "h2_seshat_cv_binary_summary.csv", index=False)
113	return wins, summ	126	return wins, summ
				@@ -117,12 +130,13 @@ def h4_nonlinear(d: pd.DataFrame):
117	"""Linear vs hinge vs spline, out of sample (10x5-fold); hinge knot chosen on the training fold only."""	130	"""Linear vs hinge vs spline, out of sample (10x5-fold); hinge knot chosen on the training fold only."""
118	rng = np.random.default_rng(20261101)	131	rng = np.random.default_rng(20261101)
119	base = f"y1_severity ~ P_main_z + {XS} + {FE}"	132	base = f"y1_severity ~ P_main_z + {XS} + {FE}"
120	− dd = d.dropna(subset=["y1_severity", "P_main_z", "X_warfare", "X_prod_infra", "epidemic_v", "macro_region", "era"]).reset_index(drop=True)	133	+ dd = d.dropna(subset=["y1_severity", "P_main_z", "X_warfare", "X_prod_infra", "macro_region", "era"]).reset_index(drop=True)
121	− rows = []	134	+ rows = []; pols = dd.polity_id.unique()
		135	+ from wp35.econometrics.common import map_unseen_levels
122	for rep in range(10):	136	for rep in range(10):
123	− perm = rng.permutation(len(dd)); parts = np.array_split(perm, 5)	137	+ perm = rng.permutation(len(pols)); parts = np.array_split(perm, 5)
124	for i, te in enumerate(parts):	138	for i, te in enumerate(parts):
125	− m = np.zeros(len(dd), bool); m[te] = True; tr, ts = dd[~m], dd[m].copy()	139	+ m = dd.polity_id.isin(pols[te]).values; tr, ts = dd[~m], map_unseen_levels(dd[~m], dd[m], base)
126	try:	140	try:
127	lin = smf.glm(base, tr, family=BIN).fit(); ll_lin = oos_loglik_binomial(ts.y1_severity, lin.predict(ts))	141	lin = smf.glm(base, tr, family=BIN).fit(); ll_lin = oos_loglik_binomial(ts.y1_severity, lin.predict(ts))
128	h = hinge_fit(tr, "y1_severity", base, "P_main_z", BIN)	142	h = hinge_fit(tr, "y1_severity", base, "P_main_z", BIN)
				@@ -140,12 +154,37 @@ def h4_nonlinear(d: pd.DataFrame):
140	return summ	154	return summ
141		155
142		156
		157	+def item_level(d: pd.DataFrame):
		158	+ """Per-item logits (A-002): does P (and D) predict each CrisisDB consequence? Plus dimensionality diagnostics."""
		159	+ from wp35.harmonization.seshat import INSTABILITY_ITEMS
		160	+ cols = [i + "_v" for i in INSTABILITY_ITEMS]
		161	+ full = pd.read_parquet(PROC / "seshat_crisis.parquet").set_index("crisis_id")[cols]
		162	+ dd = d.set_index("crisis_id").join(full, rsuffix="_full")
		163	+ rows = []
		164	+ for it in INSTABILITY_ITEMS:
		165	+ y = dd[it + "_v_full"] if it + "_v_full" in dd else dd[it + "_v"]
		166	+ sub = dd.assign(_y=y).dropna(subset=["_y", "P_main_z", "D_pc1_z"]); sub = sub[sub._y.isin([0.0, 1.0])]
		167	+ row = {"item": it, "n": int(len(sub)), "share_present": float(sub._y.mean())}
		168	+ for term in ["P_main_z", "D_pc1_z", "K_mean_z"]:
		169	+ try:
		170	+ m = smf.glm(f"_y ~ {term} + C(era)", sub, family=BIN).fit(cov_type="HC1"); row[f"coef_{term}"] = m.params[term]; row[f"se_{term}"] = m.bse[term]
		171	+ except Exception:
		172	+ row[f"coef_{term}"] = np.nan; row[f"se_{term}"] = np.nan
		173	+ rows.append(row)
		174	+ out = pd.DataFrame(rows); out.to_csv(RES / "h2_seshat_items.csv", index=False)
		175	+ M = full.replace({0.5: np.nan}); C = M.corr(min_periods=30); off = C.values[np.triu_indices(len(cols), 1)]
		176	+ ev = np.linalg.eigvalsh(C.fillna(0).values)
		177	+ diag = {"mean_interitem_corr": float(np.nanmean(off)), "median_interitem_corr": float(np.nanmedian(off)), "first_eigen_share": float(ev[-1] / ev.sum()), "n_items": len(cols)}
		178	+ (RES / "h2_seshat_items_dimensionality.json").write_text(json.dumps(diag, indent=2))
		179	+ return out, diag
		180	+
		181	+
143	def h5_blocks(d: pd.DataFrame):	182	def h5_blocks(d: pd.DataFrame):
144	rows = []	183	rows = []
145	− for col, name in [("macro_region", "region"), ("era", "era")]:	184	+ for col, name in [("macro_region", "region"), ("era", "era"), ("cultural_sphere", "sphere")]:
146	for g in sorted(d[col].dropna().unique()):	185	for g in sorted(d[col].dropna().unique()):
147	held = d[d[col] != g]; inb = d[d[col] == g]	186	held = d[d[col] != g]; inb = d[d[col] == g]
148	− other = "C(era)" if col == "macro_region" else "C(macro_region)"	187	+ other = "C(era)" if col in ("macro_region", "cultural_sphere") else "C(macro_region)"
149	try:	188	try:
150	try:	189	try:
151	r = fit_formula(f"y1_severity ~ P_main_z + {XS} + {other}", held, BIN, groups="seshat_region"); cov = "cluster"	190	r = fit_formula(f"y1_severity ~ P_main_z + {XS} + {other}", held, BIN, groups="seshat_region"); cov = "cluster"
				@@ -174,16 +213,17 @@ def y2_cox_and_y3(dp: pd.DataFrame):
174	rows = []	213	rows = []
175	d = dp.dropna(subset=["P_main", "duration", "macro_region"]).copy()	214	d = dp.dropna(subset=["P_main", "duration", "macro_region"]).copy()
176	d["event"] = (~d.censored).astype(int); d["P_z"] = (d.P_main - d.P_main.mean()) / d.P_main.std()	215	d["event"] = (~d.censored).astype(int); d["P_z"] = (d.P_main - d.P_main.mean()) / d.P_main.std()
177	− for c in ["X_warfare", "X_prod_infra", "X_military", "D_pc1", "K_mean", "complexity_pc1"]:	216	+ for c in ["X_warfare", "X_prod_infra", "X_military", "D_pc1", "K_mean", "complexity_pc1", "n_polities_in_nga"]:
178	d[c + "_z"] = (d[c] - d[c].mean()) / d[c].std()	217	d[c + "_z"] = (d[c] - d[c].mean()) / d[c].std()
179	d["era_num"] = d.midpoint	218	d["era_num"] = d.midpoint
180	specs = {"Y2-1 Cox: P + strata(macro-region)": ["P_z"], "Y2-2 Cox: P + X + midpoint + strata": ["P_z", "X_warfare_z", "X_prod_infra_z", "midpoint"],	219	specs = {"Y2-1 Cox: P + strata(macro-region)": ["P_z"], "Y2-2 Cox: P + X + midpoint + strata": ["P_z", "X_warfare_z", "X_prod_infra_z", "midpoint"],
181	− "Y2-3 Cox: D + K + X + midpoint + strata": ["D_pc1_z", "K_mean_z", "X_warfare_z", "X_prod_infra_z", "midpoint"], "Y2-4 Cox: complexity PC1 + X + strata": ["complexity_pc1_z", "X_warfare_z", "X_prod_infra_z", "midpoint"]}	220	+ "Y2-3 Cox: D + K + X + midpoint + strata": ["D_pc1_z", "K_mean_z", "X_warfare_z", "X_prod_infra_z", "midpoint"], "Y2-4 Cox: complexity PC1 + X + strata": ["complexity_pc1_z", "X_warfare_z", "X_prod_infra_z", "midpoint"],
		221	+ "Y2-5 Cox: D + K + X + midpoint + polities per NGA (periodization) + strata": ["D_pc1_z", "K_mean_z", "X_warfare_z", "X_prod_infra_z", "midpoint", "n_polities_in_nga_z"]}
182	for label, cols in specs.items():	222	for label, cols in specs.items():
183	dd = d.dropna(subset=cols + ["seshat_region"])[cols + ["duration", "event", "macro_region", "seshat_region"]].copy()	223	dd = d.dropna(subset=cols + ["seshat_region"])[cols + ["duration", "event", "macro_region", "seshat_region"]].copy()
184	try:	224	try:
185	cph = CoxPHFitter(); cph.fit(dd, duration_col="duration", event_col="event", strata=["macro_region"], cluster_col="seshat_region", robust=True)	225	cph = CoxPHFitter(); cph.fit(dd, duration_col="duration", event_col="event", strata=["macro_region"], cluster_col="seshat_region", robust=True)
186	− for t in cols[:2] if "Y2-3" in label else cols[:1]:	226	+ for t in (cols[:2] + (["n_polities_in_nga_z"] if "Y2-5" in label else [])) if ("Y2-3" in label or "Y2-5" in label) else cols[:1]:
187	s = cph.summary.loc[t]	227	s = cph.summary.loc[t]
188	rows.append({"model": label, "term": t, "coef": s["coef"], "se": s["se(coef)"], "ci_lo": s["coef lower 95%"], "ci_hi": s["coef upper 95%"], "p": s["p"], "n": len(dd), "events": int(dd.event.sum()), "hr": np.exp(s["coef"])})	228	rows.append({"model": label, "term": t, "coef": s["coef"], "se": s["se(coef)"], "ci_lo": s["coef lower 95%"], "ci_hi": s["coef upper 95%"], "p": s["p"], "n": len(dd), "events": int(dd.event.sum()), "hr": np.exp(s["coef"])})
189	if "Y2-2" in label:	229	if "Y2-2" in label:
				@@ -210,7 +250,10 @@ def main():
210	wins, summ = out_of_sample(d)	250	wins, summ = out_of_sample(d)
211	h4 = h4_nonlinear(d); (RES / "h4_seshat_summary.json").write_text(json.dumps(h4, indent=2))	251	h4 = h4_nonlinear(d); (RES / "h4_seshat_summary.json").write_text(json.dumps(h4, indent=2))
212	h5 = h5_blocks(d)	252	h5 = h5_blocks(d)
		253	+ items, idiag = item_level(d)
213	y23 = y2_cox_and_y3(dp)	254	y23 = y2_cox_and_y3(dp)
		255	+ print("\n=== ITEM LEVEL ===\n", items.round(3).to_string(index=False), "\n", idiag)
		256	+ print("corr(K_mean, polities per NGA) =", round(float(dp.K_mean.corr(dp.n_polities_in_nga)), 3))
214	pd.set_option("display.width", 250); pd.set_option("display.max_colwidth", 70)	257	pd.set_option("display.width", 250); pd.set_option("display.max_colwidth", 70)
215	cols = ["model", "term", "coef", "se", "p", "n"]	258	cols = ["model", "term", "coef", "se", "p", "n"]
216	print("=== PRIMARY (Y1 fractional logit, cluster region) ===\n", prim[cols].round(3).to_string(index=False))	259	print("=== PRIMARY (Y1 fractional logit, cluster region) ===\n", prim[cols].round(3).to_string(index=False))

modified src/wp35/harmonization/seshat.py +8 −4

				@@ -66,7 +66,7 @@ def _num(v):
66	return np.nan	66	return np.nan
67		67
68		68
69	−def build_facts(sheets: dict[str, pd.DataFrame]) -> pd.DataFrame:	69	+def build_facts(sheets: dict[str, pd.DataFrame], write_diag: bool = True) -> pd.DataFrame:
70	frames = []	70	frames = []
71	for sheet in ["Social complexity", "Warfare", "Religion", "General"]:	71	for sheet in ["Social complexity", "Warfare", "Religion", "General"]:
72	df = sheets[sheet].copy()	72	df = sheets[sheet].copy()
				@@ -106,9 +106,10 @@ def build_facts(sheets: dict[str, pd.DataFrame]) -> pd.DataFrame:
106	f.loc[zero_scale, "value"] = np.nan	106	f.loc[zero_scale, "value"] = np.nan
107	f["is_uncertain"] = f.is_uncertain.fillna(False).astype(bool)	107	f["is_uncertain"] = f.is_uncertain.fillna(False).astype(bool)
108	f["is_disputed"] = f.is_disputed.fillna(False).astype(bool)	108	f["is_disputed"] = f.is_disputed.fillna(False).astype(bool)
109	− DIAG.mkdir(parents=True, exist_ok=True)	109	+ if write_diag:
110	− f[f.unparsed][["sheet", "polity_id", "variable", "value_from"]].to_csv(DIAG / "seshat_unparsed_values.csv", index=False)	110	+ DIAG.mkdir(parents=True, exist_ok=True)
111	− f[zero_scale][["polity_id", "variable", "value_from", "value_to", "year_from"]].to_csv(DIAG / "seshat_zero_scale_values.csv", index=False)	111	+ f[f.unparsed][["sheet", "polity_id", "variable", "value_from"]].to_csv(DIAG / "seshat_unparsed_values.csv", index=False)
		112	+ f[zero_scale][["polity_id", "variable", "value_from", "value_to", "year_from"]].to_csv(DIAG / "seshat_zero_scale_values.csv", index=False)
112	keep = ["sheet", "section", "seshat_region", "polity_number", "polity_id", "variable", "value", "value_lo", "value_hi",	113	keep = ["sheet", "section", "seshat_region", "polity_number", "polity_id", "variable", "value", "value_lo", "value_hi",
113	"text", "year_from", "year_to", "dated", "is_numeric", "inferred", "disputed", "unparsed", "is_uncertain", "is_disputed"]	114	"text", "year_from", "year_to", "dated", "is_numeric", "inferred", "disputed", "unparsed", "is_uncertain", "is_disputed"]
114	return f[keep]	115	return f[keep]
				@@ -163,6 +164,9 @@ def polity_metadata(sheets: dict[str, pd.DataFrame], facts: pd.DataFrame) -> pd.
163	cfg = yaml.safe_load((ROOT / "configs" / "regions.yaml").read_text())	164	cfg = yaml.safe_load((ROOT / "configs" / "regions.yaml").read_text())
164	r2m = {r: m for m, rs in cfg["macro_regions"].items() for r in rs}	165	r2m = {r: m for m, rs in cfg["macro_regions"].items() for r in rs}
165	pol["macro_region"] = pol.seshat_region.map(r2m)	166	pol["macro_region"] = pol.seshat_region.map(r2m)
		167	+ r2c = {r: m for m, rs in cfg["cultural_spheres"].items() for r in rs}
		168	+ pol["cultural_sphere"] = pol.seshat_region.map(r2c)
		169	+ pol["n_polities_in_nga"] = pol.groupby("homeNGA").polity_id.transform("count")
166	pol["midpoint"] = (pol.start_year + pol.end_year) / 2	170	pol["midpoint"] = (pol.start_year + pol.end_year) / 2
167	def era(y):	171	def era(y):
168	for b in cfg["era_blocks"]:	172	for b in cfg["era_blocks"]:

modified src/wp35/measurement/build_indices.py +34 −2

				@@ -120,7 +120,7 @@ def build_seshat():
120	scmat[v] = logw[v]	120	scmat[v] = logw[v]
121	scmat = scmat.loc[:, scmat.notna().sum() >= 100]	121	scmat = scmat.loc[:, scmat.notna().sum() >= 100]
122	out["complexity_pc1"], C_load, C_var = pc1_pairwise(scmat, min_coded=5)	122	out["complexity_pc1"], C_load, C_var = pc1_pairwise(scmat, min_coded=5)
123	− out = out.join(meta[["seshat_region", "homeNGA", "macro_region", "era", "start_year", "end_year", "midpoint", "duration", "censored", "centralization", "utm_zone"]])	123	+ out = out.join(meta[["seshat_region", "homeNGA", "macro_region", "cultural_sphere", "n_polities_in_nga", "era", "start_year", "end_year", "midpoint", "duration", "censored", "centralization", "utm_zone"]])
124	out.index.name = "polity_id"	124	out.index.name = "polity_id"
125	out.reset_index().to_parquet(PROC / "seshat_indices.parquet", index=False)	125	out.reset_index().to_parquet(PROC / "seshat_indices.parquet", index=False)
126	# ---- pre-crisis versions (same loadings/standardization as the full sample) ----	126	# ---- pre-crisis versions (same loadings/standardization as the full sample) ----
				@@ -150,6 +150,17 @@ def build_seshat():
150	for kname in ["K_mean", "K_irt", "K_pc1"]:	150	for kname in ["K_mean", "K_irt", "K_pc1"]:
151	cr[f"P_{dname}_{kname}"] = z(cr[dname], out[dname]) - z(cr[kname], out[kname])	151	cr[f"P_{dname}_{kname}"] = z(cr[dname], out[dname]) - z(cr[kname], out[kname])
152	cr["P_main"] = cr["P_D_pc1_K_mean"]	152	cr["P_main"] = cr["P_D_pc1_K_mean"]
		153	+ # pre-registered robustness variants at the crisis level
		154	+ plo = pre.pivot(index="crisis_id", columns="variable", values="lo_min"); phi = pre.pivot(index="crisis_id", columns="variable", values="hi_max")
		155	+ with np.errstate(divide="ignore"):
		156	+ Dlo_c = pd.DataFrame({"log_pop": np.log(plo.get("polity_population").where(plo.get("polity_population") > 0)), "log_terr": np.log(plo.get("polity_territory").where(plo.get("polity_territory") > 0)), "log_cap": Dp.log_cap, "settl_hier": Dp.settl_hier}, index=pw.index)
		157	+ Dhi_c = pd.DataFrame({"log_pop": np.log(phi.get("polity_population").where(phi.get("polity_population") > 0)), "log_terr": np.log(phi.get("polity_territory").where(phi.get("polity_territory") > 0)), "log_cap": Dp.log_cap, "settl_hier": Dp.settl_hier}, index=pw.index)
		158	+ for nm, Dx in [("lo", Dlo_c), ("hi", Dhi_c)]:
		159	+ Zx = (Dx - Dmat.mean()) / Dmat.std(ddof=0); dx = (Zx.fillna(0) * D_load).sum(axis=1) / (Zx.notna() * D_load.abs()).sum(axis=1).replace(0, np.nan)
		160	+ dx[Zx.notna().sum(axis=1) < 2] = np.nan; cr[f"D_pc1_{nm}"] = dx
		161	+ cr[f"P_main_{nm}"] = z(dx, out.D_pc1) - z(cr.K_mean, out.K_mean)
		162	+ # inferred codes dropped: K recomputed from non-inferred facts of the polity (whole-polity; pre-crisis dating not applied)
		163	+ cr["K_mean_noinf"] = cr.index.map(lambda c: np.nan); pol_of = crisis.polity_id if False else None
153	wfp = pre[pre.variable.isin(wf.columns)].pivot(index="crisis_id", columns="variable", values="value_mean")	164	wfp = pre[pre.variable.isin(wf.columns)].pivot(index="crisis_id", columns="variable", values="value_mean")
154	cr["X_warfare"] = wfp.mean(axis=1).where(wfp.notna().mean(axis=1) >= 0.5).reindex(cr.index)	165	cr["X_warfare"] = wfp.mean(axis=1).where(wfp.notna().mean(axis=1) >= 0.5).reindex(cr.index)
155	cr["X_prod_infra"] = block_score(pw, PROD_INFRA)	166	cr["X_prod_infra"] = block_score(pw, PROD_INFRA)
				@@ -162,7 +173,28 @@ def build_seshat():
162	cr.loc[Zc.notna().sum(axis=1) < 5, "complexity_pc1"] = np.nan	173	cr.loc[Zc.notna().sum(axis=1) < 5, "complexity_pc1"] = np.nan
163	crisis = pd.read_parquet(PROC / "seshat_crisis.parquet").set_index("crisis_id")	174	crisis = pd.read_parquet(PROC / "seshat_crisis.parquet").set_index("crisis_id")
164	cr["polity_id"] = crisis.polity_id; cr["crisis_start"] = crisis.crisis_start	175	cr["polity_id"] = crisis.polity_id; cr["crisis_start"] = crisis.crisis_start
165	− cr = cr.join(meta[["macro_region", "era", "seshat_region", "homeNGA", "start_year"]], on="polity_id")	176	+ cr = cr.join(meta[["macro_region", "cultural_sphere", "era", "seshat_region", "homeNGA", "start_year"]], on="polity_id")
		177	+ cr["K_mean_noinf"] = cr.polity_id.map(out.K_mean_noinf); cr["P_main_noinf"] = z(cr.D_pc1, out.D_pc1) - z(cr.K_mean_noinf, out.K_mean_noinf)
		178	+ # standardization windows: within era / within macro-region (group moments from the polity sample), and ranks
		179	+ for grp, nm in [("era", "within_era"), ("macro_region", "within_region")]:
		180	+ gm = df.groupby(grp)[["D_pc1", "K_mean"]].agg(["mean", "std"])
		181	+ dz = (cr.D_pc1 - cr[grp].map(gm[("D_pc1", "mean")])) / cr[grp].map(gm[("D_pc1", "std")]); kz = (cr.K_mean - cr[grp].map(gm[("K_mean", "mean")])) / cr[grp].map(gm[("K_mean", "std")])
		182	+ cr[f"P_{nm}"] = dz - kz
		183	+ cr["P_rank"] = cr.D_pc1.rank(pct=True) - cr.K_mean.rank(pct=True)
		184	+ # overlap check (A-006): D without settlement hierarchy; K with the administration block recomputed without administrative levels
		185	+ D3 = Dmat[["log_pop", "log_terr", "log_cap"]]; out["D_pc1_nosh"], D3_load, _ = pc1_pairwise(D3)
		186	+ Zp3 = (Dp[["log_pop", "log_terr", "log_cap"]] - D3.mean()) / D3.std(ddof=0); cr["D_pc1_nosh"] = ((Zp3.fillna(0) * D3_load).sum(axis=1) / (Zp3.notna() * D3_load.abs()).sum(axis=1).replace(0, np.nan)).where(Zp3.notna().sum(axis=1) >= 2)
		187	+ adm_items = [v for v in K_BLOCKS["admin"] if v != "administrative_level"]
		188	+ for frame, target in [(wide, out), (pw, cr)]:
		189	+ ka = block_score(frame, adm_items); bl_ = pd.concat([ka] + [block_score(frame, K_BLOCKS[k]) for k in ("rules_money", "comm_infra", "records")], axis=1)
		190	+ target["K_mean_noadmlev"] = bl_.mean(axis=1).where(bl_.notna().sum(axis=1) >= 3).reindex(target.index)
		191	+ cr["P_nosh"] = z(cr.D_pc1_nosh, out.D_pc1_nosh) - z(cr.K_mean, out.K_mean); cr["P_noadmlev"] = z(cr.D_pc1, out.D_pc1) - z(cr.K_mean_noadmlev, out.K_mean_noadmlev)
		192	+ cr["P_nosh_noadmlev"] = z(cr.D_pc1_nosh, out.D_pc1_nosh) - z(cr.K_mean_noadmlev, out.K_mean_noadmlev)
		193	+ # crisis-sample saturation diagnostics
		194	+ diag_cr = {"K_mean_crisis_mean": float(cr.K_mean.mean()), "K_mean_crisis_share_gt_0.8": float((cr.K_mean > 0.8).mean()), "K_mean_crisis_sd": float(cr.K_mean.std()),
		195	+ "K_mean_all_mean": float(out.K_mean.mean()), "K_mean_all_sd": float(out.K_mean.std()), "corr_P_D_crisis": float(cr.P_main.corr(cr.D_pc1)), "corr_P_K_crisis": float(cr.P_main.corr(cr.K_mean)),
		196	+ "dated_share_precrisis_facts": float(pre.n_dated.sum() / pre.n_facts.sum())}
		197	+ (RES / "measurement_crisis_sample.json").write_text(json.dumps(diag_cr, indent=2))
166	cr["years_since_start"] = cr.crisis_start - cr.start_year	198	cr["years_since_start"] = cr.crisis_start - cr.start_year
167	cr.reset_index().to_parquet(PROC / "seshat_crisis_indices.parquet", index=False)	199	cr.reset_index().to_parquet(PROC / "seshat_crisis_indices.parquet", index=False)
168	# ---- diagnostics: collinearity, comparability, measurement error ----	200	# ---- diagnostics: collinearity, comparability, measurement error ----

modified src/wp35/simulations/analyze.py +3 −1

				@@ -66,7 +66,9 @@ def main():
66	ctrl = m[m.shock_type == "none"].set_index(["N", "network", "bandwidth", "zipf", "regime", "admin_capacity_ratio", "seed"])[["d_success_raw", "d_bits_raw"]]	66	ctrl = m[m.shock_type == "none"].set_index(["N", "network", "bandwidth", "zipf", "regime", "admin_capacity_ratio", "seed"])[["d_success_raw", "d_bits_raw"]]
67	sh = m[m.shock_type != "none"].join(ctrl, on=["N", "network", "bandwidth", "zipf", "regime", "admin_capacity_ratio", "seed"], rsuffix="_ctrl")	67	sh = m[m.shock_type != "none"].join(ctrl, on=["N", "network", "bandwidth", "zipf", "regime", "admin_capacity_ratio", "seed"], rsuffix="_ctrl")
68	sh["d_success"] = sh.d_success_raw - sh.d_success_raw_ctrl; sh["d_bits"] = sh.d_bits_raw - sh.d_bits_raw_ctrl	68	sh["d_success"] = sh.d_success_raw - sh.d_success_raw_ctrl; sh["d_bits"] = sh.d_bits_raw - sh.d_bits_raw_ctrl
		69	+ sh = sh[(sh.shock_type != "distribution") | (sh.zipf > 0)] # distribution shocks are a no-op in uniform cells (KL = 0)
69	shock = sh.groupby(["shock_type", "regime", "admin_capacity_ratio"])[["d_success", "d_bits", "kl_q_p_bits"]].agg(["mean", "std", "count"]); shock.columns = ["_".join(c) for c in shock.columns]; shock = shock.reset_index(); shock.to_csv(SIM / "shock_effects.csv", index=False)	70	shock = sh.groupby(["shock_type", "regime", "admin_capacity_ratio"])[["d_success", "d_bits", "kl_q_p_bits"]].agg(["mean", "std", "count"]); shock.columns = ["_".join(c) for c in shock.columns]; shock = shock.reset_index(); shock.to_csv(SIM / "shock_effects.csv", index=False)
		71	+ shock_bw = sh.groupby(["shock_type", "bandwidth", "regime", "admin_capacity_ratio"])[["d_success", "d_bits", "success_pre"]].mean().reset_index(); shock_bw.to_csv(SIM / "shock_effects_by_bandwidth.csv", index=False)
70	# 6. ablations	72	# 6. ablations
71	abl = {}	73	abl = {}
72	ref = a[(a.shock_type == "none") & (a["T"] == 40) & (a.learn_bits == 200.0) & (a.eps == 0.25) & (a.s == 64) & (a.zipf == 1.0) & (a.verify_records) & (a.branching == 8) & (a.admin_capacity_ratio == 2.0)]	74	ref = a[(a.shock_type == "none") & (a["T"] == 40) & (a.learn_bits == 200.0) & (a.eps == 0.25) & (a.s == 64) & (a.zipf == 1.0) & (a.verify_records) & (a.branching == 8) & (a.admin_capacity_ratio == 2.0)]
				@@ -107,7 +109,7 @@ def main():
107	axes[0].set_ylabel("bits per successful task (incl. set-up)"); axes[0].set_yscale("log"); axes[1].set_ylabel("task success rate"); axes[2].set_ylabel("messages per task")	109	axes[0].set_ylabel("bits per successful task (incl. set-up)"); axes[0].set_yscale("log"); axes[1].set_ylabel("task success rate"); axes[2].set_ylabel("messages per task")
108	for ax in axes:	110	for ax in axes:
109	ax.set_xscale("log"); ax.set_xlabel("N agents"); ax.set_xticks([50, 200, 800]); ax.set_xticklabels([50, 200, 800])	111	ax.set_xscale("log"); ax.set_xlabel("N agents"); ax.set_xticks([50, 200, 800]); ax.set_xticklabels([50, 200, 800])
110	− axes[0].legend(fontsize=7, title="regime (admin cap. ratio 2)", title_fontsize=7); fig.suptitle("SIMULATED — scaling by regime, no shock (mean ± 95% CI over cells and seeds)", fontsize=9)	112	+ axes[0].legend(fontsize=7, title="regime (budget multiple 2)", title_fontsize=7); fig.suptitle("SIMULATED — scaling by regime, no shock (mean ± 95% CI over cells and seeds)", fontsize=9)
111	fig.tight_layout(); fig.savefig(FIG / "fig_sim_scaling.pdf"); plt.close(fig)	113	fig.tight_layout(); fig.savefig(FIG / "fig_sim_scaling.pdf"); plt.close(fig)
112	# phase diagram: success vs admin capacity ratio	114	# phase diagram: success vs admin capacity ratio
113	fig, ax = plt.subplots(figsize=(5, 3.6))	115	fig, ax = plt.subplots(figsize=(5, 3.6))

modified src/wp35/simulations/model.py +42 −14

				@@ -142,8 +142,7 @@ def simulate(P: Params) -> dict:
142	best = (kl, qq)	142	best = (kl, qq)
143	q = best[1]	143	q = best[1]
144	regime = P.regime	144	regime = P.regime
145	− if P.admin_capacity_ratio > 0:	145	+ # (set after producers are known: total administrative budget = ratio x expected relayed messages per period)
146	− P.admin_bandwidth = max(1, int(round(P.admin_capacity_ratio * 2 * P.lam * P.N * (P.k - 1))))
147	use_code = regime in ("norms", "records", "central", "federated")	146	use_code = regime in ("norms", "records", "central", "federated")
148	use_records = regime in ("records", "central", "federated")	147	use_records = regime in ("records", "central", "federated")
149	hier = regime in ("central", "federated")	148	hier = regime in ("central", "federated")
				@@ -154,6 +153,30 @@ def simulate(P: Params) -> dict:
154	producers = np.ones(P.N, bool)	153	producers = np.ones(P.N, bool)
155	if hier: # administrators are withdrawn from production (overhead): the first n_admin agents by index	154	if hier: # administrators are withdrawn from production (overhead): the first n_admin agents by index
156	producers[: min(n_admin, P.N // 4)] = False	155	producers[: min(n_admin, P.N // 4)] = False
		156	+ # administrative budget (A-005): total = ratio x expected relayed load of PRODUCING agents; central: the root holds the
		157	+ # whole budget (only it relays); federated: the budget is split equally among all administrators
		158	+ # Allocation rule (A-005): the SAME total budget for central and federated (ratio x expected relayed load of a
		159	+ # centralized system, 2*depth*lam*N_prod*(k-1) messages per period); each administrator receives the share of the budget equal to its share of
		160	+ # the load measured in a 5-period warm-up with unconstrained capacity ("capacity follows load"). Thus the ratio is the
		161	+ # system-wide capacity/load of the CENTRAL design, and federation's advantage can only come from relaying less.
		162	+ admin_share = {}; per_admin_default = 1.0; total_budget = 0.0
		163	+ if hier:
		164	+ # expected relayed messages per period under the CENTRAL design: 2*depth hops per recipient
		165	+ total_budget = P.admin_capacity_ratio * 2 * depth * P.lam * producers.sum() * (P.k - 1) if P.admin_capacity_ratio > 0 else P.admin_bandwidth * n_admin
		166	+ wrng = np.random.default_rng(P.seed + 10_000); loads = {}
		167	+ for _ in range(5):
		168	+ Mw = wrng.poisson(P.lam * producers.sum()); iw = wrng.choice(np.where(producers)[0], size=max(Mw, 1))
		169	+ for m in range(len(iw)):
		170	+ nb = np.where(A[iw[m]] & producers)[0]
		171	+ pw_ = wrng.choice(nb, size=P.k - 1, replace=len(nb) < P.k - 1) if len(nb) > 0 else wrng.choice(np.where(producers)[0], size=P.k - 1)
		172	+ for part in pw_:
		173	+ l0 = int(lca_depth(paths, np.array([iw[m]]), np.array([part]))[0]) if regime == "federated" else 0
		174	+ for who in (iw[m], part):
		175	+ for level in range(l0, depth):
		176	+ key = (level, tuple(paths[who][:level])); loads[key] = loads.get(key, 0.0) + 1.0
		177	+ tot = sum(loads.values()); admin_share = {k_: v / tot for k_, v in loads.items()}
		178	+ def admin_bw(key):
		179	+ return max(1.0, total_budget * admin_share.get(key, 0.0)) if hier else 1.0
157	# per-agent FIFO queues: cumulative message count served at `bandwidth` per period	180	# per-agent FIFO queues: cumulative message count served at `bandwidth` per period
158	agent_backlog = np.zeros(P.N); admin_backlog = {} # admin id -> backlog	181	agent_backlog = np.zeros(P.N); admin_backlog = {} # admin id -> backlog
159	stats = dict(tasks=0, success=0, fail_latency=0, fail_decode=0, messages=0, bits=0.0, admin_bits=0.0, latency_sum=0.0,	182	stats = dict(tasks=0, success=0, fail_latency=0, fail_decode=0, messages=0, bits=0.0, admin_bits=0.0, latency_sum=0.0,
				@@ -172,7 +195,7 @@ def simulate(P: Params) -> dict:
172	# drain queues by one period of service	195	# drain queues by one period of service
173	agent_backlog = np.maximum(0, agent_backlog - P.bandwidth)	196	agent_backlog = np.maximum(0, agent_backlog - P.bandwidth)
174	for a_ in admin_backlog:	197	for a_ in admin_backlog:
175	− admin_backlog[a_] = max(0.0, admin_backlog[a_] - P.admin_bandwidth)	198	+ admin_backlog[a_] = max(0.0, admin_backlog[a_] - admin_bw(a_))
176	M = rng.poisson(P.lam * producers.sum())	199	M = rng.poisson(P.lam * producers.sum())
177	if M == 0:	200	if M == 0:
178	continue	201	continue
				@@ -216,24 +239,29 @@ def simulate(P: Params) -> dict:
216	else:	239	else:
217	lvl[:] = 0 # central: everything is relayed through the root	240	lvl[:] = 0 # central: everything is relayed through the root
218	hops = np.full_like(hops, 2 * depth); n_msgs = hops.sum(axis=1)	241	hops = np.full_like(hops, 2 * depth); n_msgs = hops.sum(axis=1)
219	− # admin load: the LCA administrator processes 2 messages per recipient	242	+ # admin load (A-005): every administrator on the path leaf -> LCA -> leaf processes one message per hop
220	− keys = []	243	+ wait = np.zeros(M); hop_bits = np.zeros(M)
221	− for c in range(P.k - 1):
222	− for m in range(M):
223	− key = (int(lvl[m, c]), tuple(paths[init[m]][: lvl[m, c]])); keys.append(key)
224	− admin_backlog[key] = admin_backlog.get(key, 0.0) + 2.0
225	− wait = np.zeros(M)
226	− idx = 0
227	for c in range(P.k - 1):	244	for c in range(P.k - 1):
228	for m in range(M):	245	for m in range(M):
229	− wait[m] = max(wait[m], math.ceil(admin_backlog[keys[idx]] / P.admin_bandwidth)); idx += 1	246	+ l0 = int(lvl[m, c]); keys_m = []
		247	+ for who in (init[m], parts[m, c]):
		248	+ for level in range(l0, depth): # administrators at levels l0..depth-1 on this leaf's path
		249	+ keys_m.append((level, tuple(paths[who][:level])))
		250	+ for key in keys_m:
		251	+ admin_backlog[key] = admin_backlog.get(key, 0.0) + 1.0
		252	+ for key in keys_m:
		253	+ wait[m] = max(wait[m], math.ceil(admin_backlog[key] / admin_bw(key)))
		254	+ hop_bits[m] += hops[m, c] # bits are transmitted on every hop
230	np.add.at(agent_backlog, parts.ravel(), 1.0)	255	np.add.at(agent_backlog, parts.ravel(), 1.0)
231	wait = np.maximum(wait, np.ceil(agent_backlog[parts] / P.bandwidth).max(axis=1))	256	wait = np.maximum(wait, np.ceil(agent_backlog[parts] / P.bandwidth).max(axis=1))
232	root_load_t = float(admin_backlog.get((0, ()), 0.0))	257	root_load_t = float(admin_backlog.get((0, ()), 0.0))
233	task_fail_latency = wait > P.tau_max	258	task_fail_latency = wait > P.tau_max
234	success = ~task_fail_decode & ~task_fail_latency	259	success = ~task_fail_decode & ~task_fail_latency
235	# bits per task = codeword/raw bits to each recipient + 1-bit acknowledgements (if any) + record overhead	260	# bits per task = codeword/raw bits to each recipient + 1-bit acknowledgements (if any) + record overhead
236	− bits = bits_r * (P.k - 1) + (1.0 * (P.k - 1) if msgs_per_recip == 2 else 0.0) + (P.admin_bits if use_records else 0.0)	261	+ if hier:
		262	+ bits = bits_r * hop_bits + (P.admin_bits if use_records else 0.0) # codeword repeated on each relay hop
		263	+ else:
		264	+ bits = bits_r * (P.k - 1) + (1.0 * (P.k - 1) if msgs_per_recip == 2 else 0.0) + (P.admin_bits if use_records else 0.0)
237	stats["tasks"] += M; stats["success"] += int(success.sum()); stats["fail_decode"] += int(task_fail_decode.sum()); stats["fail_latency"] += int((task_fail_latency & ~task_fail_decode).sum())	265	stats["tasks"] += M; stats["success"] += int(success.sum()); stats["fail_decode"] += int(task_fail_decode.sum()); stats["fail_latency"] += int((task_fail_latency & ~task_fail_decode).sum())
238	stats["messages"] += int(np.sum(n_msgs) if np.ndim(n_msgs) else M * n_msgs); stats["bits"] += float(bits.sum()); stats["admin_bits"] += float(M * P.admin_bits if use_records else 0.0)	266	stats["messages"] += int(np.sum(n_msgs) if np.ndim(n_msgs) else M * n_msgs); stats["bits"] += float(bits.sum()); stats["admin_bits"] += float(M * P.admin_bits if use_records else 0.0)
239	stats["latency_sum"] += float(wait[success].sum()); stats["root_load"] += root_load_t	267	stats["latency_sum"] += float(wait[success].sum()); stats["root_load"] += root_load_t
				@@ -246,7 +274,7 @@ def simulate(P: Params) -> dict:
246	succ = max(stats["success"], 1)	274	succ = max(stats["success"], 1)
247	b = benefit[producers] if producers.any() else benefit	275	b = benefit[producers] if producers.any() else benefit
248	g = float(np.abs(b[:, None] - b[None, :]).mean() / (2 * b.mean())) if b.mean() > 0 else float("nan")	276	g = float(np.abs(b[:, None] - b[None, :]).mean() / (2 * b.mean())) if b.mean() > 0 else float("nan")
249	− out = {**asdict(P), "H_p_bits": H, "L_code_bits": L_code, "L_raw_bits": float(L_raw), "n_admin": int((~producers).sum()), "depth": depth,	277	+ out = {**asdict(P), "admin_budget_total": (total_budget if hier else 0.0), "n_producers": int(producers.sum()), "H_p_bits": H, "L_code_bits": L_code, "L_raw_bits": float(L_raw), "n_admin": int((~producers).sum()), "depth": depth,
250	"success_rate": stats["success"] / max(stats["tasks"], 1), "msgs_per_task": stats["messages"] / max(stats["tasks"], 1),	278	"success_rate": stats["success"] / max(stats["tasks"], 1), "msgs_per_task": stats["messages"] / max(stats["tasks"], 1),
251	"bits_per_task": stats["bits"] / max(stats["tasks"], 1), "bits_per_success_incl_setup": tot_bits / succ, "bits_per_success": stats["bits"] / succ,	279	"bits_per_task": stats["bits"] / max(stats["tasks"], 1), "bits_per_success_incl_setup": tot_bits / succ, "bits_per_success": stats["bits"] / succ,
252	"tasks_per_kbit": succ / (tot_bits / 1000.0), "latency_mean": stats["latency_sum"] / succ, "fail_latency_share": stats["fail_latency"] / max(stats["tasks"], 1),	280	"tasks_per_kbit": succ / (tot_bits / 1000.0), "latency_mean": stats["latency_sum"] / succ, "fail_latency_share": stats["fail_latency"] / max(stats["tasks"], 1),

modified src/wp35/visualization/make_all.py +5 −0

				@@ -69,6 +69,11 @@ def tables():
69	f"IRT invariance (Old World vs Americas/Oceania fits) & difficulty correlation {md['irt_invariance']['corr_difficulty_old_vs_new']:.2f} over {md['irt_invariance']['items_compared']} items \\\\",	69	f"IRT invariance (Old World vs Americas/Oceania fits) & difficulty correlation {md['irt_invariance']['corr_difficulty_old_vs_new']:.2f} over {md['irt_invariance']['items_compared']} items \\\\",
70	f"Modern K (6 V-Dem items) & PC1 share {mm['K_modern_pc1_var_share']:.3f}; corr$(D,K)$ {mm['corr_D_K_modern']:.3f}; corr$(K,\\text{{polyarchy}})$ {mm['corr_K_modern_polyarchy']:.3f}; $n={mm['n_P_modern']:,}$ \\\\"]	70	f"Modern K (6 V-Dem items) & PC1 share {mm['K_modern_pc1_var_share']:.3f}; corr$(D,K)$ {mm['corr_D_K_modern']:.3f}; corr$(K,\\text{{polyarchy}})$ {mm['corr_K_modern_polyarchy']:.3f}; $n={mm['n_P_modern']:,}$ \\\\"]
71	(TAB / "tab_measurement.tex").write_text("\n".join(rows) + "\n")	71	(TAB / "tab_measurement.tex").write_text("\n".join(rows) + "\n")
		72	+ cs = json.load(open(RES / "measurement_crisis_sample.json"))
		73	+ with open(TAB / "tab_measurement.tex", "a") as fh:
		74	+ fh.write(f"Crisis sample (127 records) & K mean {cs['K_mean_crisis_mean']:.2f} (all polities {cs['K_mean_all_mean']:.2f}); share of records with K $>$ 0.8: {cs['K_mean_crisis_share_gt_0.8']:.2f}; corr$(P,D)$ {cs['corr_P_D_crisis']:.2f}, corr$(P,K)$ {cs['corr_P_K_crisis']:.2f}; dated share of pre-crisis facts {cs['dated_share_precrisis_facts']:.3f} \\\\\n")
		75	+ it = pd.read_csv(RES / "h2_seshat_items.csv"); idg = json.load(open(RES / "h2_seshat_items_dimensionality.json"))
		76	+ (TAB / "tab_items.tex").write_text("\n".join(f"{esc(r['item'])} & {int(r.n)} & {r.share_present:.2f} & {fmt(r.coef_P_main_z, 2)} ({fmt(r.se_P_main_z, 2)}) & {fmt(r.coef_D_pc1_z, 2)} ({fmt(r.se_D_pc1_z, 2)}) & {fmt(r.coef_K_mean_z, 2)} ({fmt(r.se_K_mean_z, 2)}) \\\\" for _, r in it.iterrows()) + f"\n\\midrule\n\\multicolumn{{6}}{{l}}{{Mean inter-item correlation {idg['mean_interitem_corr']:.2f} (median {idg['median_interitem_corr']:.2f}); first eigenvalue share {idg['first_eigen_share']:.2f} of {idg['n_items']} items}} \\\\\n")
72	pw1 = pd.read_csv(RES / "power_h2a_binary.csv"); pw2 = pd.read_csv(RES / "power_h2a_fractional.csv")	77	pw1 = pd.read_csv(RES / "power_h2a_binary.csv"); pw2 = pd.read_csv(RES / "power_h2a_fractional.csv")
73	(TAB / "tab_power.tex").write_text("\n".join([f"Y1b binary & {r.beta:.2f} & {r.power:.2f} & {int(r.n)} \\\\" for _, r in pw1.iterrows()] + [f"Y1 fractional & {r.beta:.2f} & {r.power:.2f} & {int(r.n)} \\\\" for _, r in pw2.iterrows()]) + "\n")	78	(TAB / "tab_power.tex").write_text("\n".join([f"Y1b binary & {r.beta:.2f} & {r.power:.2f} & {int(r.n)} \\\\" for _, r in pw1.iterrows()] + [f"Y1 fractional & {r.beta:.2f} & {r.power:.2f} & {int(r.n)} \\\\" for _, r in pw2.iterrows()]) + "\n")
74	coef_table(pd.read_csv(RES / "h1_seshat.csv"), TAB / "tab_h1_seshat.tex", extra=["r2"])	79	coef_table(pd.read_csv(RES / "h1_seshat.csv"), TAB / "tab_h1_seshat.tex", extra=["r2"])

modified tests/test_harmonization.py +1 −1

				@@ -17,7 +17,7 @@ def test_geometric_midpoint_and_bounds():
17	df = pd.DataFrame({"sheet": ["Social complexity"], "section": ["sc"], "seshat_region": ["x"], "polity_number": [1],	17	df = pd.DataFrame({"sheet": ["Social complexity"], "section": ["sc"], "seshat_region": ["x"], "polity_number": [1],
18	"polity_id": ["p"], "variable_name": ["polity_population"], "value_from": [100], "value_to": [400],	18	"polity_id": ["p"], "variable_name": ["polity_population"], "value_from": [100], "value_to": [400],
19	"year_from": [np.nan], "year_to": [np.nan], "is_disputed": [False], "is_uncertain": [False]})	19	"year_from": [np.nan], "year_to": [np.nan], "is_disputed": [False], "is_uncertain": [False]})
20	− f = S.build_facts({"Social complexity": df, "Warfare": df.iloc[0:0], "Religion": df.iloc[0:0], "General": df.iloc[0:0]})	20	+ f = S.build_facts({"Social complexity": df, "Warfare": df.iloc[0:0], "Religion": df.iloc[0:0], "General": df.iloc[0:0]}, write_diag=False)
21	assert f.value.iloc[0] == pytest.approx(200.0) and f.value_lo.iloc[0] == 100 and f.value_hi.iloc[0] == 400 and not f.dated.iloc[0]	21	assert f.value.iloc[0] == pytest.approx(200.0) and f.value_lo.iloc[0] == 100 and f.value_hi.iloc[0] == 400 and not f.dated.iloc[0]
22		22
23	@needs_data	23	@needs_data
24		24