{"id":"W2892141151","doi":"10.3386/w17736","title":"Inconsistent Regulators: Evidence From Banking","year":2012,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Financial system","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004856586,0.0003172664,0.0004994827,0.0008534255,0.0002249195,0.0004905318,0.001379314,0.0002956304,0.002475824],"category_scores_gemma":[0.01301138,0.0003558757,0.0002230087,0.0002597391,0.0002693397,0.001309771,0.0039946,0.001141703,0.001621328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057047,"about_ca_system_score_gemma":0.0003698287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007642583,"about_ca_topic_score_gemma":0.00023852,"domain_scores_codex":[0.9960663,0.00007977583,0.0008150064,0.0008546968,0.001590251,0.0005939105],"domain_scores_gemma":[0.9873987,0.0009774283,0.009899165,0.0006538039,0.001038814,0.00003205617],"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":[0.0001225765,0.0001434092,0.08758761,0.001064866,0.0004553568,0.00000664885,0.0001705832,0.009397354,0.000375384,0.8248887,0.05539038,0.02039711],"study_design_scores_gemma":[0.0004498026,0.000008411811,0.05935158,0.001860146,0.00007527898,7.063643e-7,0.00009537302,0.00669168,0.000168329,0.8883138,0.04236922,0.0006156447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4837676,0.003599861,0.003831449,0.006133717,0.002949669,0.002248658,0.00008897881,0.0002310736,0.497149],"genre_scores_gemma":[0.9918021,0.0001236404,0.0005962948,0.0001911556,0.005757298,0.0001177388,0.0002502661,0.00006126324,0.001100258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5080345,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2000023654781644,"score_gpt":0.406388093897054,"score_spread":0.2063857284188896,"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."}}