{"id":"W1599688758","doi":"","title":"Proposal for a Single Securities Commission: Comments and Discussion","year":2009,"lang":"en","type":"article","venue":"CIRANO Project Reports","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Political science; Business; Accounting; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006761243,0.0001498599,0.0003066754,0.0001469991,0.0002457159,0.0001134008,0.0000796641,0.00009444304,0.00002857172],"category_scores_gemma":[0.0001938541,0.000124347,0.00008067191,0.0001661141,0.00008136301,0.0002141131,0.00003640389,0.00007378287,0.000002025257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008249255,"about_ca_system_score_gemma":0.00005355593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003562089,"about_ca_topic_score_gemma":0.000006826921,"domain_scores_codex":[0.9985266,0.0000168405,0.0006719408,0.0004763364,0.00005656309,0.000251755],"domain_scores_gemma":[0.9991137,0.00002968343,0.0003912166,0.0003770766,0.00004698487,0.00004136283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002364824,0.003837085,0.5781615,0.00106359,0.0001043111,0.0001134233,0.02027358,0.00004392788,0.00221536,0.2710566,0.02295358,0.09994055],"study_design_scores_gemma":[0.001400245,0.00111589,0.1838358,0.0002218925,0.00002454694,0.0003943974,0.0002928751,0.001541491,0.001555431,0.5897191,0.2189797,0.0009187165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904651,0.005389668,0.00907309,0.009674741,0.001562613,0.004906242,0.0001177385,0.0004040629,0.06422085],"genre_scores_gemma":[0.9966236,0.00001367257,0.002280055,0.000108092,0.00008120463,0.00004396857,0.00002967023,0.0000163788,0.0008032933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3943258,"threshold_uncertainty_score":0.5070725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125236217929005,"score_gpt":0.2641707663635396,"score_spread":0.2329184041842495,"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."}}