{"id":"W2257334757","doi":"10.2139/ssrn.2063720","title":"Independence, Accountability and Perceived Quality of Regulators","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Accountability; Independence (probability theory); Quality (philosophy); Political science; Business; Psychology; Law; Mathematics; Statistics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03204136,0.0002303466,0.0004386003,0.003005266,0.002722533,0.006809199,0.0007416992,0.002431073,0.003725285],"category_scores_gemma":[0.1298087,0.0004082384,0.0007444918,0.001652315,0.004043589,0.00261805,0.00220857,0.003223543,0.0002968464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002707955,"about_ca_system_score_gemma":0.003071535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00687772,"about_ca_topic_score_gemma":0.01196123,"domain_scores_codex":[0.9720696,0.01377967,0.00249023,0.001232036,0.008276214,0.00215215],"domain_scores_gemma":[0.6912524,0.1530376,0.09473081,0.01093373,0.03158439,0.01846112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005116302,0.001232041,0.958551,0.0001010281,0.0003432298,0.0001337715,0.0170624,0.0008492667,0.001051226,0.004593613,0.0009271347,0.0146436],"study_design_scores_gemma":[0.00008876721,0.0005568534,0.9721023,0.000125726,0.0001073377,0.0001452254,0.0177679,0.00173249,0.0005208511,0.004117989,0.002616103,0.0001184806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809337,0.0002782665,0.0007500882,0.001479834,0.00003743195,0.00004254559,0.00005867272,0.00001303701,0.01640636],"genre_scores_gemma":[0.9992427,0.00004713389,0.0001428406,0.0001880615,0.00001782147,0.00001106462,0.00002996555,0.000003767633,0.0003165886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03204136,"threshold_uncertainty_score":0.1694529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700920612017318,"score_gpt":0.2830441835390856,"score_spread":0.2560349774189124,"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."}}