{"id":"W4401630317","doi":"10.1016/j.mathsocsci.2024.08.005","title":"Some further results on random OBIC rules","year":2024,"lang":"en","type":"article","venue":"Mathematical Social Sciences","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002708744,0.0001006247,0.0002744519,0.00009529971,0.0002694713,0.0002888822,0.0002453293,0.00007081559,0.0003376687],"category_scores_gemma":[0.0003356465,0.00007895885,0.000123747,0.0002403629,0.0002931711,0.0001597386,0.00002918155,0.0001017205,0.00665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003510013,"about_ca_system_score_gemma":0.00001291548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001501887,"about_ca_topic_score_gemma":9.001248e-7,"domain_scores_codex":[0.9988762,0.00003741278,0.0004236581,0.0003229596,0.0000800039,0.0002597699],"domain_scores_gemma":[0.9993576,0.000423636,0.00008505165,0.00008914191,0.00000546733,0.00003905237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001112233,0.0000321751,0.00001859105,0.00004190445,0.00001077344,0.000001969701,0.002316814,0.000003347878,0.000008639513,0.9961876,0.0008621542,0.0005049494],"study_design_scores_gemma":[0.0002272272,0.00005445962,0.0001491318,0.00006672434,0.000002795112,0.000001463715,0.000232427,0.001537105,0.00002948732,0.9881546,0.009417663,0.0001268382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5166504,0.001634364,0.001257125,0.009311875,0.001399779,0.000324578,0.0001279455,0.0002930317,0.4690008],"genre_scores_gemma":[0.9960692,0.000008130527,0.0001619354,0.0001522351,0.0006026934,0.00001352819,0.000001143915,0.000009224169,0.002981901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4794188,"threshold_uncertainty_score":0.9941235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07150923516328772,"score_gpt":0.2876934689098715,"score_spread":0.2161842337465838,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}