{"id":"W2936681091","doi":"10.1007/978-3-030-05680-3_1","title":"Persistent Issues with Financial Regulation","year":2019,"lang":"en","type":"book-chapter","venue":"International political economy series","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Finance","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002195947,0.0003750713,0.0006027076,0.0003211882,0.00009441257,0.0001966237,0.0004081083,0.0003455819,0.005045703],"category_scores_gemma":[0.000093447,0.000425658,0.0003034132,0.00002908161,0.0003959255,0.0005501566,0.0001098422,0.0002754193,0.00177342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006963104,"about_ca_system_score_gemma":0.0001503341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006653102,"about_ca_topic_score_gemma":0.00003579901,"domain_scores_codex":[0.9978416,0.00000666405,0.0008756949,0.0007682345,0.0001031023,0.000404726],"domain_scores_gemma":[0.9986356,0.00007151815,0.000469433,0.0004937572,0.0002107147,0.0001189681],"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":[0.00004420656,0.0000312862,0.001790441,0.00004538352,0.00011916,0.000002208084,0.00007030556,0.0001053811,1.730223e-7,0.9967793,0.0008876292,0.0001245795],"study_design_scores_gemma":[0.000188869,0.0001083144,0.002845552,0.00004656477,0.00001139197,0.00001657935,0.000009864246,0.0002954372,0.000005593869,0.5012741,0.4948764,0.000321288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006909257,0.0005673674,0.0004582965,0.00889428,0.001070526,0.0003475141,0.0005013517,0.00007545941,0.9873943],"genre_scores_gemma":[0.3880631,0.00002879926,0.0007015632,0.0007740888,0.001179083,0.00002299966,0.000371996,0.00009219509,0.6087661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4955052,"threshold_uncertainty_score":0.9998195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863110698893405,"score_gpt":0.2200956965349022,"score_spread":0.2014645895459681,"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."}}