{ "question": "does an occupancy-matched random 48-cell split reproduce the global (mu0, sigma0), making it the pooled single cell reconstructed 48 times", "reference": "pretrain_iter_0001000", "twin": "twin1", "seed": 20261020, "method": "one matched draw, composed from the (v) cells' sufficient statistics by a multivariate hypergeometric allocation; exact given exchangeability of positions within a (v) cell", "n_cells": 48, "n_positions": 97078, "cell_sizes": { "L1-1|W1-1:identifier": 1439, "L1-1|W1-1:keyword": 561, "L1-1|W1-1:newline-indent": 481, "L1-1|W1-1:symbol": 592, "L1-1|W2-3:identifier": 1934, "L1-1|W2-3:keyword": 298, "L1-1|W2-3:newline-indent": 50, "L1-1|W2-3:symbol": 1408, "L1-1|W4-6:identifier": 683, "L1-1|W4-6:keyword": 44, "L1-1|W4-6:newline-indent": 23, "L1-1|W4-6:symbol": 316, "L1-1|W7+:identifier": 241, "L1-1|W7+:keyword": 37, "L1-1|W7+:newline-indent": 4, "L1-1|W7+:symbol": 120, "L2-3|W1-1:identifier": 2707, "L2-3|W1-1:keyword": 703, "L2-3|W1-1:newline-indent": 1308, "L2-3|W1-1:symbol": 1295, "L2-3|W2-3:identifier": 2659, "L2-3|W2-3:keyword": 478, "L2-3|W2-3:newline-indent": 139, "L2-3|W2-3:symbol": 2028, "L2-3|W4-6:identifier": 1122, "L2-3|W4-6:keyword": 105, "L2-3|W4-6:newline-indent": 93, "L2-3|W4-6:symbol": 831, "L2-3|W7+:identifier": 489, "L2-3|W7+:keyword": 51, "L2-3|W7+:newline-indent": 51, "L2-3|W7+:symbol": 454, "L4+|W1-1:identifier": 21368, "L4+|W1-1:keyword": 3061, "L4+|W1-1:newline-indent": 9665, "L4+|W1-1:symbol": 8311, "L4+|W2-3:identifier": 12741, "L4+|W2-3:keyword": 1576, "L4+|W2-3:newline-indent": 1581, "L4+|W2-3:symbol": 9088, "L4+|W4-6:identifier": 1896, "L4+|W4-6:keyword": 607, "L4+|W4-6:newline-indent": 577, "L4+|W4-6:symbol": 2337, "L4+|W7+:identifier": 648, "L4+|W7+:keyword": 75, "L4+|W7+:newline-indent": 83, "L4+|W7+:symbol": 720 }, "thin_cells": { "L1-1|W2-3:newline-indent": 50, "L1-1|W4-6:keyword": 44, "L1-1|W4-6:newline-indent": 23, "L1-1|W7+:keyword": 37, "L1-1|W7+:newline-indent": 4, "L1-1|W7+:symbol": 120, "L2-3|W2-3:newline-indent": 139, "L2-3|W4-6:keyword": 105, "L2-3|W4-6:newline-indent": 93, "L2-3|W7+:keyword": 51, "L2-3|W7+:newline-indent": 51, "L4+|W7+:keyword": 75, "L4+|W7+:newline-indent": 83 }, "thin_below": 200, "per_layer": { "0": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.00793129128984132, "max_|mu-mu_global|_in_global_sd": 0.0550455551135138, "median_sd_over_global_sd": 1.0006502196623779, "min_sd_ratio": 0.9911266478532228, "max_sd_ratio": 1.1269438386832076 }, "1": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.008306457954649578, "max_|mu-mu_global|_in_global_sd": 0.05592760992164371, "median_sd_over_global_sd": 1.000605237971444, "min_sd_ratio": 0.9916925925791376, "max_sd_ratio": 1.1149390893788667 }, "2": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.008253057796771313, "max_|mu-mu_global|_in_global_sd": 0.05450429652682287, "median_sd_over_global_sd": 1.0009009860158402, "min_sd_ratio": 0.9920520753015671, "max_sd_ratio": 1.1125684504488134 }, "3": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.008375386184921384, "max_|mu-mu_global|_in_global_sd": 0.05489518117032171, "median_sd_over_global_sd": 1.000774019867933, "min_sd_ratio": 0.9920822316542073, "max_sd_ratio": 1.1135266980177474 }, "4": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.008043944546859628, "max_|mu-mu_global|_in_global_sd": 0.05442270452480888, "median_sd_over_global_sd": 1.0007690116647665, "min_sd_ratio": 0.9930910920963553, "max_sd_ratio": 1.1128528989392938 }, "5": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.00833387619883605, "max_|mu-mu_global|_in_global_sd": 0.05479752621918703, "median_sd_over_global_sd": 1.000656314218325, "min_sd_ratio": 0.9912557165055879, "max_sd_ratio": 1.1174830282693304 }, "6": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.008269799165063103, "max_|mu-mu_global|_in_global_sd": 0.05535694273009259, "median_sd_over_global_sd": 1.000910368120445, "min_sd_ratio": 0.9944011999941527, "max_sd_ratio": 1.1173489899373297 }, "7": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.00816903820348061, "max_|mu-mu_global|_in_global_sd": 0.05318244353845815, "median_sd_over_global_sd": 1.0009014869378237, "min_sd_ratio": 0.9941671806146337, "max_sd_ratio": 1.123990454543081 }, "8": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.00819840982048134, "max_|mu-mu_global|_in_global_sd": 0.05094715181153571, "median_sd_over_global_sd": 1.0006781803585425, "min_sd_ratio": 0.9900348688371827, "max_sd_ratio": 1.1273492643661327 }, "9": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.008007989550811657, "max_|mu-mu_global|_in_global_sd": 0.05129644817063937, "median_sd_over_global_sd": 1.0006656645699994, "min_sd_ratio": 0.9907037534766376, "max_sd_ratio": 1.1291431240424532 }, "10": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.007671080354925447, "max_|mu-mu_global|_in_global_sd": 0.0494389437076727, "median_sd_over_global_sd": 1.0007261284082678, "min_sd_ratio": 0.9837115096102782, "max_sd_ratio": 1.1385042721622698 }, "11": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.0077248755537566525, "max_|mu-mu_global|_in_global_sd": 0.047929924907721466, "median_sd_over_global_sd": 1.0006780785002123, "min_sd_ratio": 0.987872242450158, "max_sd_ratio": 1.1392197535076103 }, "12": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.007728849415795641, "max_|mu-mu_global|_in_global_sd": 0.04854295370873479, "median_sd_over_global_sd": 1.000944766372795, "min_sd_ratio": 0.9874956154103655, "max_sd_ratio": 1.1425973339972522 }, "13": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.0076301451943077865, "max_|mu-mu_global|_in_global_sd": 0.04624128512207782, "median_sd_over_global_sd": 1.0008797726657122, "min_sd_ratio": 0.9907960549868535, "max_sd_ratio": 1.1438621894235088 }, "14": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.0074954140787421904, "max_|mu-mu_global|_in_global_sd": 0.04700852613314614, "median_sd_over_global_sd": 1.0005350280113818, "min_sd_ratio": 0.9936213687092096, "max_sd_ratio": 1.1428372034053298 }, "15": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.007468185222463742, "max_|mu-mu_global|_in_global_sd": 0.04516470291922789, "median_sd_over_global_sd": 1.000796420406304, "min_sd_ratio": 0.9954479146806282, "max_sd_ratio": 1.1419953883357865 }, "16": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.007339000482892068, "max_|mu-mu_global|_in_global_sd": 0.043193656211398535, "median_sd_over_global_sd": 1.0007141144499212, "min_sd_ratio": 0.9969970820379166, "max_sd_ratio": 1.139792849302831 }, "17": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.0073854042752468565, "max_|mu-mu_global|_in_global_sd": 0.04365320413669145, "median_sd_over_global_sd": 1.0007828048521603, "min_sd_ratio": 0.9971894823618155, "max_sd_ratio": 1.1391358522177097 }, "18": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.007194443766303161, "max_|mu-mu_global|_in_global_sd": 0.04300707827729497, "median_sd_over_global_sd": 1.0011034826814253, "min_sd_ratio": 0.9973094790840966, "max_sd_ratio": 1.1385736297277145 }, "19": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.00725968770834926, "max_|mu-mu_global|_in_global_sd": 0.04379264447153261, "median_sd_over_global_sd": 1.0008369338002336, "min_sd_ratio": 0.9977117732105685, "max_sd_ratio": 1.1370950968578009 }, "20": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.007172771727074312, "max_|mu-mu_global|_in_global_sd": 0.04406759891656056, "median_sd_over_global_sd": 1.0010109057937298, "min_sd_ratio": 0.9975759090939651, "max_sd_ratio": 1.139428007688855 }, "21": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.00716703908996294, "max_|mu-mu_global|_in_global_sd": 0.04410811990771472, "median_sd_over_global_sd": 1.000531807109744, "min_sd_ratio": 0.9972944030018143, "max_sd_ratio": 1.1417043400564626 }, "22": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.00741921724887655, "max_|mu-mu_global|_in_global_sd": 0.04458725225558453, "median_sd_over_global_sd": 1.0007256845978423, "min_sd_ratio": 0.9974336596750473, "max_sd_ratio": 1.1440311978286881 }, "23": { "n_cells": 48, "median_|mu-mu_global|_in_global_sd": 0.007724639083070519, "max_|mu-mu_global|_in_global_sd": 0.046976825847716744, "median_sd_over_global_sd": 1.0010758299689828, "min_sd_ratio": 0.9978137539421955, "max_sd_ratio": 1.15481678325688 } }, "provenance": { "inputs": [ "validation/paper1/b10v/C_pretrain_iter_0001000__twin1.npz" ], "reference": "pretrain_iter_0001000", "battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad", "code_commit": "234859d", "design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026" } }