{"id":"W3207180013","doi":"","title":"Incentives, Experts, and Regulatory Renewal","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Incentive; Legislation; Legislature; Outsourcing; Regulatory reform; Government (linguistics); Bureaucracy; Business; Public administration; Law and economics; Political science; Law; Economics; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1201091,0.0004760351,0.0007350683,0.003287271,0.01118237,0.01545886,0.002884993,0.01539094,0.006075829],"category_scores_gemma":[0.2179838,0.0007216251,0.0008102495,0.002840953,0.02267845,0.0125981,0.008961783,0.008990449,0.0007330215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01486102,"about_ca_system_score_gemma":0.03317036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008145293,"about_ca_topic_score_gemma":0.00865913,"domain_scores_codex":[0.8626704,0.08210982,0.005813958,0.009367618,0.02564689,0.01439136],"domain_scores_gemma":[0.736285,0.1703935,0.02747464,0.02350664,0.02742268,0.01491751],"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":[0.00006907252,0.0002163909,0.009600985,0.0001061132,0.00002339861,0.000276077,0.01286598,0.001551191,0.0004094984,0.9127302,0.01152332,0.05062789],"study_design_scores_gemma":[0.0002534742,0.0004406618,0.01779122,0.0008977292,0.0000629213,0.0004792813,0.01623918,0.005303222,0.00189265,0.6692058,0.2871746,0.0002592081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2532162,0.003689517,0.0488071,0.2076603,0.001351682,0.001062687,0.0001072062,0.0003584445,0.483747],"genre_scores_gemma":[0.9452524,0.0005870719,0.007444197,0.02557331,0.000516182,0.000343631,0.00003327362,0.00003707939,0.02021285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1201091,"threshold_uncertainty_score":0.6352054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020053393528284,"score_gpt":0.2131305522578949,"score_spread":0.2029300183226121,"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."}}