1{2 "runs_main": 6048,3 "runs_ablation": 584,4 "cells_main": 756,5 "institution_loss_shares": [6 {7 "regime": "central",8 "admin_capacity_ratio": 0.5,9 "welfare_loss": 1.0,10 "bits_loss": 1.0,11 "success_loss": 1.0,12 "n_cells": 10813 },14 {15 "regime": "central",16 "admin_capacity_ratio": 2.0,17 "welfare_loss": 0.5,18 "bits_loss": 0.75,19 "success_loss": 0.0,20 "n_cells": 10821 },22 {23 "regime": "federated",24 "admin_capacity_ratio": 0.5,25 "welfare_loss": 0.7963,26 "bits_loss": 0.9537,27 "success_loss": 0.7778,28 "n_cells": 10829 },30 {31 "regime": "federated",32 "admin_capacity_ratio": 2.0,33 "welfare_loss": 0.5,34 "bits_loss": 0.537,35 "success_loss": 0.0,36 "n_cells": 10837 },38 {39 "regime": "norms",40 "admin_capacity_ratio": 2.0,41 "welfare_loss": 0.0648,42 "bits_loss": 1.0,43 "success_loss": 0.0,44 "n_cells": 10845 },46 {47 "regime": "records",48 "admin_capacity_ratio": 2.0,49 "welfare_loss": 0.0,50 "bits_loss": 0.5,51 "success_loss": 0.0,52 "n_cells": 10853 }54 ],55 "theorem_checks": {56 "T1_code_shorter_than_raw_when_H_le_log2s_minus_1": true,57 "T1_cells_where_code_longer_than_raw": [58 {59 "s": 64,60 "zipf": 0.5,61 "H_p_bits": 5.781,62 "L_code_bits": 6.236,63 "L_raw_bits": 6.064 }65 ],66 "T1_entropy_le_code_lt_entropy_plus_1": true,67 "T3_post_shock_extra_bits_per_recipient_norms_vs_KL": {68 "mean_extra_bits_per_recipient": 1.895726362235342,69 "mean_KL": 1.979594637192137,70 "within_KL_pm_1": true71 }72 }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_welfare75 norms 2.0 864 0.997 0.000 0.993 0.900 -5.454 0.032 1.51376 records 2.0 864 0.712 0.500 1.000 1.000 -43.568 0.434 25.67177 central 0.5 864 0.000 0.000 0.000 0.000 2450.858 -0.493 -32.08078 central 2.0 864 0.330 0.247 1.000 0.500 19.546 0.409 9.65179federated 0.5 864 0.093 0.042 0.222 0.179 692.894 -0.293 -22.41480federated 2.0 864 0.499 0.463 1.000 0.500 -4.610 0.412 10.49181 shock_type regime admin_capacity_ratio d_success_mean d_bits_mean kl_q_p_bits_mean82distribution central 0.5 0.000 6.286 1.0383distribution central 2.0 0.000 6.286 1.0384distribution federated 0.5 0.000 4.224 1.0385distribution federated 2.0 0.000 4.224 1.0386distribution none 2.0 0.000 0.000 1.0387distribution norms 2.0 0.000 1.031 1.0388distribution records 2.0 0.000 1.049 1.0389 network central 0.5 0.000 0.031 0.0090 network central 2.0 -0.074 0.031 0.0091 network federated 0.5 -0.019 0.565 0.0092 network federated 2.0 -0.075 0.565 0.0093 network none 2.0 -0.004 0.000 0.0094 network norms 2.0 -0.004 0.001 0.0095 network records 2.0 -0.070 -0.003 0.0096{97 "reference": {98 "central": {99 "success_rate": 0.997,100 "bits_per_success_incl_setup": 82.815,101 "welfare_per_agent": 42.6682102 },103 "federated": {104 "success_rate": 1.0,105 "bits_per_success_incl_setup": 53.2697,106 "welfare_per_agent": 43.6894107 },108 "none": {109 "success_rate": 0.9178,110 "bits_per_success_incl_setup": 15.2547,111 "welfare_per_agent": 55.0433112 },113 "norms": {114 "success_rate": 0.9603,115 "bits_per_success_incl_setup": 23.7302,116 "welfare_per_agent": 57.2665117 },118 "records": {119 "success_rate": 1.0,120 "bits_per_success_incl_setup": 24.809,121 "welfare_per_agent": 59.3009122 }123 },124 "records_without_verification": {125 "success_rate": 0.9603,126 "bits_per_success_incl_setup": 25.8128,127 "welfare_per_agent": 57.1857128 },129 "norms_adaptation": {130 "0": {131 "d_bits": 0.0349,132 "success_post": 0.9634,133 "kl_q_p_bits": 1.9796134 },135 "10": {136 "d_bits": 1.9173,137 "success_post": 0.9634,138 "kl_q_p_bits": 1.9796139 },140 "1000": {141 "d_bits": 3.7915,142 "success_post": 0.9634,143 "kl_q_p_bits": 1.9796144 }145 },146 "breakeven_norms_wins_bits": {147 "s=16,zipf=0.0,T=40,learn=200.0": false,148 "s=64,zipf=0.0,T=40,learn=200.0": false,149 "s=64,zipf=0.5,T=40,learn=200.0": false,150 "s=64,zipf=1.0,T=10,learn=0.0": true,151 "s=64,zipf=1.0,T=10,learn=200.0": false,152 "s=64,zipf=1.0,T=10,learn=1000.0": false,153 "s=64,zipf=1.0,T=40,learn=0.0": true,154 "s=64,zipf=1.0,T=40,learn=200.0": false,155 "s=64,zipf=1.0,T=40,learn=1000.0": false,156 "s=64,zipf=1.0,T=160,learn=0.0": true,157 "s=64,zipf=1.0,T=160,learn=200.0": false,158 "s=64,zipf=1.0,T=160,learn=1000.0": false,159 "s=64,zipf=1.5,T=40,learn=200.0": false,160 "s=64,zipf=2.5,T=40,learn=200.0": false,161 "s=256,zipf=0.0,T=40,learn=200.0": false,162 "s=256,zipf=1.5,T=10,learn=200.0": false,163 "s=256,zipf=1.5,T=10,learn=1000.0": false,164 "s=256,zipf=1.5,T=40,learn=200.0": false,165 "s=256,zipf=1.5,T=40,learn=1000.0": false,166 "s=256,zipf=1.5,T=160,learn=200.0": true,167 "s=256,zipf=1.5,T=160,learn=1000.0": false168 },169 "heterogeneity_eps": {170 "eps=0.05,none": {171 "success_rate": 0.9835,172 "fail_decode_share": 0.0165173 },174 "eps=0.05,norms": {175 "success_rate": 0.9603,176 "fail_decode_share": 0.0397177 },178 "eps=0.25,none": {179 "success_rate": 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