# SOURCE_PROVENANCE — prior draft and identifier ## Prior exploratory draft (handoff, dated 2026-10-28) Supplied in `~/Downloads/WP28_UQO_Claude_Research_Brief/` (mandate `CLAUDE.md`, identical to `~/Downloads/CLAUDE-6.md`): - `references/PAMLE_Boucher_GPT-6.1.pdf` — 16 pages, "Local Bias Correction versus Global Synchronization in Distributed Maximum Likelihood", authors listed as Simon-Pierre Boucher (UQO) and "GPT-6.1" (AI co-author designation). SHA256 `e81198b7…18cd`. - `references/PAMLE_Boucher_GPT-6.1_LaTeX_and_Reproducibility.zip` — `pamle.tex`, `references.bib` (5 entries), `monte_carlo.py`, `simulation_summary.csv` (21 rows), `simulation_replicates.csv` (10,500 rows = 3 designs × 500 replicates × 7 estimators), `figures/mc_comparison.{pdf,png}`, `README.md`. SHA256 `613c6f8d…f850`. Frozen read-only copy with per-file checksums: `references/initial_pamle/` (`SHA256SUMS.txt`). Never edited. ## Replication status of every number in the prior draft (Gate 0) | Item | Status | |---|---| | Monte Carlo (seed 20261028, N = 2^20, m ∈ {256, 64, 16}, B = 500, θ0 = 1) | **replicated** on the laptop (Python 3.14.4 / NumPy 2.4.4, 3.4 s); summary and all 10,500 replicate rows agree to ≤ 5e-13 absolute | | Table 2 of the draft (mean scaled gaps) | **replicated** (identical to six decimals) | | "≈ 0" entry for raw + 2 Newton at m = 256 | actual value −2.42e-07 (CSV); the draft rounds it to ≈ 0 — recorded, not an error | | Figure 2 | regenerated by the same script (vector + png) | | Exact Gamma moment identities (23)–(27), (28), (30), (41) | re-derived symbolically in Phase 2 (`theory/symbolic_checks.py`) | | Boundary constant −4 θ0 c^4 | re-derived in Phase 2/5 and checked numerically | | Compilation of `pamle.tex` | compiles with pdfLaTeX (16 pp.); 1 overfull box; duplicate hyperref destinations for tables/figures (cleveref + manual labels) | | Replicate count | the draft says 500 — correct; the mandate warns not to call it 1,000 | | Physical cluster benchmark | **none in the prior draft** (the README says so explicitly) | ## Identifier: WP28 - The series index (`Recherche-UQO/README.md`, `HARMONISATION.md`) stops at No. 27; no `paper/main.tex` in the series declares `\WPnumber{28}`. - **Collision note.** The database paper `finance/russell3000-strategic-project-database` was informally called "WP 28 (next after 27)" in the assistant's session memory on 2026-10-28, but its manuscript and README carry the FIRC series number **0001**, not 28. Nothing was renumbered or overwritten. If the principal researcher prefers to reserve No. 28 for the database paper, this manuscript can be renumbered by changing `\WPnumber`, the README, the BibTeX `number` field and the spbgit remote name (`wp28_uqo.git` → `wp29_uqo.git`); all internal file names use the slug, not the number.