{"id":"W4388411794","doi":"10.1093/oep/gpad046","title":"Banking structural reforms and top income shares: regulate or deregulate?","year":2023,"lang":"en","type":"article","venue":"Oxford Economic Papers","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deregulation; Liberalization; Business; Retail banking; Income shares; Financial system; Economics; International economics; Monetary economics; Market economy; Income distribution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007438435,0.00009127657,0.0002732148,0.0005426423,0.0002902821,0.002004652,0.0003210892,0.0005566874,0.004838397],"category_scores_gemma":[0.004163274,0.00006680253,0.0001983328,0.0009151275,0.001318168,0.0009736542,0.0007027776,0.000554735,0.0004867268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010937,"about_ca_system_score_gemma":0.0004470895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004314348,"about_ca_topic_score_gemma":0.003062253,"domain_scores_codex":[0.9994931,0.000070009,0.00002820576,0.0001047701,0.0001076603,0.0001961542],"domain_scores_gemma":[0.9951593,0.0006976521,0.003157941,0.0002503343,0.0003666448,0.0003680462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006613851,0.0003531339,0.8512938,0.0001478444,0.0001857712,0.0006768215,0.003126831,0.0120665,0.009501605,0.05712921,0.002485499,0.06237161],"study_design_scores_gemma":[0.00001252614,0.0001130396,0.9806604,0.00003272831,0.00003414411,0.00009853551,0.002064599,0.002132545,0.002585289,0.006267738,0.005981325,0.00001715402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902428,0.0003056938,0.0006301846,0.0007676897,0.000009963777,0.00001041528,0.000272822,0.00001202457,0.007748391],"genre_scores_gemma":[0.9993149,0.0000496819,0.00003086223,0.00002612239,0.000008527785,0.000001744306,0.00006341614,0.000001768616,0.0005029374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004838397,"threshold_uncertainty_score":0.01618606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994535381299259,"score_gpt":0.2361015175844773,"score_spread":0.2161561637714847,"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."}}