{"id":"W2306161426","doi":"","title":"Developments in Financial Services Regulation: A Canadian Perspective","year":2014,"lang":"en","type":"article","venue":"","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Scrutiny; Corporate governance; Financial services; Business; Financial regulation; Audit; Finance; Regulatory reform; Financial crisis; Clearing; Accounting; Financial system; Economics; Political science; Market economy","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":[0.007093559,0.0008937709,0.0009134245,0.008283216,0.01486696,0.01769463,0.003979323,0.009581923,0.0151861],"category_scores_gemma":[0.0127081,0.0007282478,0.001202566,0.01178826,0.01614864,0.005868949,0.003082877,0.008470132,0.001031499],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3027299,"about_ca_system_score_gemma":0.3342131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939058,"about_ca_topic_score_gemma":0.9919775,"domain_scores_codex":[0.9859139,0.001651028,0.0004724931,0.001180846,0.006689138,0.004092658],"domain_scores_gemma":[0.9847693,0.002764889,0.000838847,0.0003768839,0.00861755,0.002632455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002025133,0.00004325136,0.001283607,0.0002084133,0.00001032187,0.0002003695,0.00188816,0.0008579143,0.0001621157,0.9280341,0.04555884,0.02173274],"study_design_scores_gemma":[0.00002309843,0.0000306634,0.009072738,0.001042034,0.00003260583,0.000144157,0.004136689,0.001432277,0.0002407102,0.04106881,0.942652,0.0001240628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.009194406,0.07164051,0.002179454,0.3976581,0.001893261,0.00008985242,0.0007952148,0.00008079953,0.5164685],"genre_scores_gemma":[0.47681,0.2106409,0.009230512,0.1256723,0.00291772,0.0001365805,0.0007286813,0.0001580565,0.1737053],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.69727,"threshold_uncertainty_score":0.8087344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153290125462744,"score_gpt":0.2035815249207713,"score_spread":0.1920486236661438,"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."}}