{"id":"W4285666481","doi":"10.3386/w27547","title":"Bank Complexity, Governance, and Risk","year":2020,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Corporate governance; Business; Computer science; Financial system; 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":[0.00166845,0.0001295931,0.0002721258,0.001535213,0.0006619709,0.00285098,0.0002633046,0.0005046004,0.004191755],"category_scores_gemma":[0.01696209,0.000141518,0.0001778289,0.002668143,0.001784975,0.001615805,0.001459724,0.0007571512,0.0003890926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002586,"about_ca_system_score_gemma":0.001177977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008219646,"about_ca_topic_score_gemma":0.01162424,"domain_scores_codex":[0.9977213,0.0007397797,0.00021707,0.0002842167,0.0006573132,0.0003803265],"domain_scores_gemma":[0.9568728,0.01042432,0.02684922,0.001470443,0.001944205,0.002439028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006840292,0.00006714364,0.965479,0.00002576549,0.00007130022,0.0001032903,0.0007588411,0.002855115,0.0001578117,0.01326103,0.002315875,0.01483631],"study_design_scores_gemma":[0.00001445227,0.00004226838,0.9793956,0.00005172927,0.00003003028,0.00008579456,0.001067051,0.002337529,0.0001958276,0.0113726,0.005390005,0.00001707677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750342,0.001142497,0.001751424,0.003276593,0.00001751616,0.00003551434,0.000512453,0.0000216404,0.01820819],"genre_scores_gemma":[0.998855,0.0001928941,0.000126437,0.00006685203,0.00002695464,0.00000709401,0.0001552075,0.000002665775,0.0005670502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008219646,"threshold_uncertainty_score":0.01634365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2949043040247845,"score_gpt":0.4234188510442057,"score_spread":0.1285145470194212,"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."}}