{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353139,0.0001329579,0.00027523,0.00004855245,0.0002543741,0.0000923628,0.0002503154,0.00006265679,0.0001809161],"category_scores_gemma":[0.0002543303,0.0001482017,0.00009003372,0.0002470166,0.0001150029,0.0002205574,0.00006288564,0.001022226,0.0001182683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004117005,"about_ca_system_score_gemma":0.0002006522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001765214,"about_ca_topic_score_gemma":0.0003320647,"domain_scores_codex":[0.9980227,0.00003153832,0.0004682919,0.00032466,0.00006327653,0.001089515],"domain_scores_gemma":[0.999218,0.00003841538,0.000458643,0.0001550764,0.00003126655,0.00009859778],"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":[0.00001218022,0.00002625173,0.2057083,0.000005594564,0.00004408007,4.090606e-7,0.0002126898,0.00005699699,0.000002563788,0.7891806,0.00009171226,0.004658623],"study_design_scores_gemma":[0.0005373939,0.000177619,0.1989921,0.000003657485,0.000008998617,0.00004575207,0.00007746852,0.002989262,0.000004308123,0.7877712,0.009214683,0.0001775206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436056,0.01953578,0.02668749,0.00415511,0.0002022127,0.0001406024,0.0000585585,0.00004674732,0.005567892],"genre_scores_gemma":[0.9896246,0.009466579,0.000313953,0.0001424611,0.0002489284,0.000001611521,0.000002133269,0.00002027818,0.0001795109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04601894,"threshold_uncertainty_score":0.6043488,"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."}}