{"id":"W1499816065","doi":"10.1080/17521440.2011.11428179","title":"Regulatory systemic risk in US securities regulation","year":2011,"lang":"en","type":"article","venue":"Law and Financial Markets Review","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Systemic risk; Business; Normative; Context (archaeology); Macroprudential regulation; Financial regulation; Proxy (statistics); Economics; Finance; Financial crisis; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008671112,0.000189821,0.0006044259,0.00009297463,0.0001165139,0.00002390796,0.000131996,0.0001400699,0.0004938637],"category_scores_gemma":[0.0002141201,0.0002084019,0.0001165232,0.0002739355,0.0001090759,0.0002590778,0.00004856901,0.0001378058,0.000122815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005996266,"about_ca_system_score_gemma":0.0000218878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006581397,"about_ca_topic_score_gemma":0.0002234215,"domain_scores_codex":[0.9984116,0.00006255461,0.0008241809,0.0003842046,0.00005081934,0.0002666443],"domain_scores_gemma":[0.9991907,0.00002415251,0.0003719054,0.0002996231,0.00003548081,0.000078138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002696477,0.00003417569,0.03706906,0.0009864225,0.000003959713,0.000005427526,0.0001442187,2.949502e-7,6.985538e-7,0.9521384,0.0009918718,0.008598528],"study_design_scores_gemma":[0.0003068832,0.00002929429,0.6623785,0.00161654,0.00001321246,0.00001630281,0.000007260766,0.00002333596,0.000005116109,0.06860559,0.2667332,0.0002647726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2259061,0.5017868,0.000263007,0.0001005758,0.0005497973,0.0008218715,0.000136101,0.00007004965,0.2703657],"genre_scores_gemma":[0.8984722,0.09976333,0.0001369387,0.001077496,0.00006243355,0.00007247631,0.000008772296,0.00001594542,0.000390414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8835328,"threshold_uncertainty_score":0.8498383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205290954670876,"score_gpt":0.1991610562122363,"score_spread":0.1786319607451486,"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."}}