{"id":"W3123314157","doi":"10.1093/rof/rfw035","title":"The Revolving Door for Financial Regulators","year":2016,"lang":"en","type":"article","venue":"European Finance Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Business; Quarter (Canadian coin); Finance; Balance sheet; Balance (ability); Monetary economics; Economics","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":[0.007418714,0.0001645767,0.0003631116,0.001135959,0.002892187,0.005908581,0.0007396586,0.003663322,0.01458978],"category_scores_gemma":[0.02411756,0.0002839438,0.0004007362,0.00108764,0.004248527,0.003232324,0.002229373,0.003470415,0.001586812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559144,"about_ca_system_score_gemma":0.004151931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387685,"about_ca_topic_score_gemma":0.003254201,"domain_scores_codex":[0.9947433,0.002724628,0.00008712688,0.0005305871,0.0009768613,0.0009373465],"domain_scores_gemma":[0.9688788,0.01474257,0.008167273,0.00173062,0.002449838,0.004030814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002765031,0.0003859284,0.07054993,0.0002776475,0.00009723219,0.0006132305,0.006468959,0.001193978,0.00122174,0.6316193,0.104624,0.1826715],"study_design_scores_gemma":[0.00009090362,0.0002947216,0.1195274,0.001224352,0.0000794181,0.0006487395,0.01222985,0.001459521,0.001030466,0.1939231,0.6693814,0.000110138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4004498,0.03935327,0.01035973,0.2263013,0.002175684,0.00007240898,0.0002817354,0.00022119,0.3207848],"genre_scores_gemma":[0.9617107,0.005311582,0.0009627746,0.01410547,0.001003849,0.00002990738,0.00005247722,0.00004057671,0.01678262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458978,"threshold_uncertainty_score":0.04880768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148520850893892,"score_gpt":0.2141137512924531,"score_spread":0.2026285427835141,"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."}}