{"id":"W4285718292","doi":"10.2139/ssrn.3631318","title":"Bank Complexity, Governance, and Risk","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University","keywords":"Business; Corporate governance; Financial system; Accounting; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00305185,0.0001514996,0.0005602687,0.001260495,0.0006985845,0.004819206,0.0002753012,0.001139546,0.007077444],"category_scores_gemma":[0.02813639,0.0002026277,0.0002231168,0.001600377,0.003215737,0.003146018,0.001580999,0.001172291,0.0005621655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159932,"about_ca_system_score_gemma":0.0009809695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736317,"about_ca_topic_score_gemma":0.003129899,"domain_scores_codex":[0.9979328,0.001032192,0.0001441041,0.0002256513,0.0004085398,0.0002568417],"domain_scores_gemma":[0.9530689,0.02726596,0.01354164,0.002026692,0.001664381,0.002432589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005239338,0.0003606276,0.5669992,0.0001130407,0.0002896516,0.0004704622,0.002552014,0.02892559,0.0006323001,0.3261245,0.00956849,0.0634402],"study_design_scores_gemma":[0.00008633624,0.0001195899,0.3531663,0.0001061569,0.0001131924,0.0003693422,0.002368664,0.02995226,0.0002509491,0.6072708,0.006128066,0.00006845357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333645,0.003102692,0.009942228,0.01426195,0.00007159527,0.00003102203,0.0002086202,0.00005806688,0.03895938],"genre_scores_gemma":[0.9987697,0.000228591,0.0001654188,0.00008646655,0.00006256485,0.000004092764,0.00001987282,0.000003962472,0.000659374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007077444,"threshold_uncertainty_score":0.02367646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074770406640965,"score_gpt":0.2164120190436309,"score_spread":0.1956643149772212,"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."}}