{"id":"W1498985561","doi":"","title":"The Walter S. Owen Lecture - Canadian Securities Regulation and the Global Financial Crisis","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Financial crisis; Financial regulation; Broker-dealer; Financial system; Business; Accounting; Investment banking; Economics; Keynesian economics","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":[0.001448685,0.000126671,0.0001738381,0.00005545557,0.001036616,0.0002870804,0.0002626752,0.0001199124,0.00005991406],"category_scores_gemma":[0.0002883789,0.00008499994,0.0001074987,0.0001827028,0.0001782909,0.0001639374,0.00002433719,0.0009202275,0.00003829775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004286959,"about_ca_system_score_gemma":0.0007996383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01622389,"about_ca_topic_score_gemma":0.4788044,"domain_scores_codex":[0.9982781,0.00002821456,0.0003340554,0.000169373,0.00005984586,0.001130446],"domain_scores_gemma":[0.9994302,0.00003363939,0.0001898746,0.0001807566,0.00006018056,0.0001053349],"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":[0.00003434571,0.000003400359,0.003817737,9.296065e-7,0.0000197299,3.891047e-7,0.0001251279,0.000008260608,5.714208e-7,0.9887516,0.001587161,0.005650693],"study_design_scores_gemma":[0.0004469118,0.00002192464,0.02971822,0.000001717864,0.000006286658,0.00009047781,0.0001602535,0.0001279224,0.000001911606,0.7526366,0.216697,0.00009076218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7466484,0.04873809,0.005521296,0.1622552,0.004026188,0.0006875833,0.0001559708,0.00005577809,0.03191141],"genre_scores_gemma":[0.9957368,0.002524375,0.0000183924,0.000742552,0.000452913,0.000006467926,0.000003001263,0.000009085935,0.0005063587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4625805,"threshold_uncertainty_score":0.9903272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003966769661038259,"score_gpt":0.1855954330250694,"score_spread":0.1816286633640312,"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."}}