{"id":"W7098283990","doi":"","title":"A CASE FOR FEDERAL SECURITIES REGULATION","year":2003,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Capital (architecture); Bank regulation; Capital market; Commission; Capital requirement; Broker-dealer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0230134,0.0003780933,0.0007027204,0.001839143,0.01019548,0.01072372,0.002119153,0.01938022,0.008086357],"category_scores_gemma":[0.03914595,0.0007192561,0.002018516,0.001742855,0.01501598,0.01118113,0.004755464,0.01858572,0.001542292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01637074,"about_ca_system_score_gemma":0.0267802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06407813,"about_ca_topic_score_gemma":0.04785412,"domain_scores_codex":[0.9755061,0.006579885,0.0006741359,0.003989152,0.007813754,0.005437069],"domain_scores_gemma":[0.9822233,0.008344789,0.001572184,0.002802162,0.003861021,0.001196548],"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":[0.000005975744,0.00001013935,0.000172173,0.00000779775,0.000002916208,0.00002338051,0.0002074651,0.0001108303,0.00003542138,0.9855502,0.01186903,0.002004725],"study_design_scores_gemma":[0.00007202286,0.0000563795,0.001877089,0.0003673297,0.0000373296,0.0001374633,0.0006053846,0.002146119,0.0004814075,0.5688243,0.4253326,0.00006263717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01923836,0.004017388,0.01875723,0.5794553,0.002247281,0.00009765357,0.000202987,0.0001981146,0.3757857],"genre_scores_gemma":[0.6571592,0.002916223,0.01205365,0.2547858,0.002485615,0.0003548909,0.0001858148,0.0001443508,0.06991438],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06407813,"threshold_uncertainty_score":0.1274103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06393922841658992,"score_gpt":0.2131127029535846,"score_spread":0.1491734745369946,"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."}}