{"id":"W358475015","doi":"10.1017/9781009089470.018","title":"Regulation of Financial Institutions","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Finance; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009701662,0.000188228,0.0004146482,0.0002731034,0.0002119646,0.00001275311,0.0002871414,0.0002214501,0.0001698084],"category_scores_gemma":[0.00003184643,0.0002888323,0.0002474737,0.00002157674,0.0001747859,0.0001080685,0.0002000045,0.0002195656,0.00003514657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695157,"about_ca_system_score_gemma":0.0001299633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002674516,"about_ca_topic_score_gemma":0.00000423869,"domain_scores_codex":[0.9990533,0.000008006953,0.0003643744,0.0003511701,0.00007251719,0.0001506366],"domain_scores_gemma":[0.9989531,0.0000161639,0.0005341857,0.0003583877,0.00007057154,0.00006759557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003437411,0.00001131499,0.00001974848,0.00003063146,0.0000238974,0.000009738107,0.00001963671,0.00005165315,0.000005256413,0.9821326,0.01729004,0.000371103],"study_design_scores_gemma":[0.000327175,0.00003797407,0.001647815,0.00002597954,0.00002872483,0.000002459947,0.000004145886,0.00003274664,0.00002625963,0.001178943,0.99643,0.0002577511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003758428,0.0003228437,0.0006546201,0.00002380442,0.0004258751,0.0002389479,0.001857443,0.00004532099,0.9960553],"genre_scores_gemma":[0.03838716,0.0001183123,0.00007246387,0.00004249381,0.0000684808,9.707821e-7,0.0001382247,0.00001922596,0.9611527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9809537,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04707699933718075,"score_gpt":0.1976548520183832,"score_spread":0.1505778526812024,"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."}}