{"id":"W1575827008","doi":"","title":"The Regulation of Known Unknowns: Toward Good Regulatory Governance Principles","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Corporate governance; Checklist; Preparedness; Domain (mathematical analysis); Business; Risk analysis (engineering); Political science; Management science; Operations research; Economics; Engineering; Finance; Psychology; Law; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002225721,0.0001388566,0.000266428,0.00007128914,0.0002863726,0.0000548611,0.0004071812,0.00007448132,0.00001825392],"category_scores_gemma":[0.00009875793,0.0001205516,0.0001691946,0.0002349063,0.000059845,0.0002657318,0.0000284792,0.0006033957,0.00006578166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006403007,"about_ca_system_score_gemma":0.0002566338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000037086,"about_ca_topic_score_gemma":0.0001545462,"domain_scores_codex":[0.9978023,0.00001986762,0.0007223415,0.0002128692,0.0001018849,0.001140714],"domain_scores_gemma":[0.9987291,0.00002524839,0.0008365774,0.0003116083,0.00006193188,0.00003554757],"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":[0.00004074833,0.00004212084,0.002939757,0.000004035608,0.00004301173,3.500145e-7,0.00009420667,0.0001509174,0.00003028897,0.958465,0.0001160879,0.03807349],"study_design_scores_gemma":[0.0003636979,0.0002179181,0.2707014,0.00001794435,0.000006448253,0.00001146836,0.0001045603,0.0001910883,0.00009379481,0.6421783,0.08597726,0.0001360863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7845291,0.09837495,0.01795694,0.007375299,0.001473502,0.0006342159,0.00003152549,0.00006941832,0.089555],"genre_scores_gemma":[0.9677076,0.02666073,0.00008306521,0.00006157038,0.0002653179,0.000003681158,0.000001600815,0.00001305091,0.005203361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3162867,"threshold_uncertainty_score":0.4915953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420170638217714,"score_gpt":0.2052551955164674,"score_spread":0.1910534891342903,"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."}}