{"id":"W4386778865","doi":"10.1111/capa.12541","title":"From IDA to IIROC: Has self‐regulation in the Canadian investment industry evolved?","year":2023,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Enforcement; Commission; Tribunal; Investment (military); Business; Accounting; Finance; Investment banking; Investment policy; Law; Foreign direct investment; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01717373,0.0001606818,0.0004402922,0.004128302,0.007885431,0.00780034,0.002733253,0.001721766,0.002259437],"category_scores_gemma":[0.04376366,0.0003245203,0.0004719648,0.007785405,0.007499524,0.001981207,0.001985057,0.00294622,0.00014127],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1439143,"about_ca_system_score_gemma":0.2117642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939333,"about_ca_topic_score_gemma":0.9958854,"domain_scores_codex":[0.9790691,0.001927103,0.0006267334,0.001550197,0.0123028,0.004524091],"domain_scores_gemma":[0.9429746,0.008234086,0.009098748,0.002109448,0.03211523,0.005467781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002045863,0.0003469698,0.6932061,0.0003258643,0.0001435088,0.0005574794,0.06451736,0.0008909879,0.00088589,0.06022081,0.03394134,0.144759],"study_design_scores_gemma":[0.00001784788,0.00006635025,0.8807343,0.0004735496,0.00007233495,0.0001018187,0.04228223,0.0008625447,0.000506061,0.0009743035,0.07379394,0.0001146881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814727,0.004011134,0.0008275722,0.04404773,0.000242041,0.0001607508,0.0008988696,0.00004203933,0.06829721],"genre_scores_gemma":[0.9910164,0.001076746,0.0002854365,0.003937589,0.00004050107,0.00002298259,0.0002355897,0.00001175708,0.003372993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8560857,"threshold_uncertainty_score":0.9929381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06980921812951027,"score_gpt":0.2569456768523643,"score_spread":0.187136458722854,"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."}}