{"id":"W3202302895","doi":"","title":"Comparative Regulatory Environments: A Comparison Of Financial Services Regulation In Eight Jurisdictions","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Financial services; Desk; Business; Alliance; European union; Regulatory reform; Financial regulation; Finance; Accounting; International trade; Political science","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":[0.000616027,0.0001336472,0.0002894386,0.0002457398,0.0001567222,0.00004662541,0.0001694595,0.00005137295,0.00002109012],"category_scores_gemma":[0.00001268437,0.0001241434,0.0000636758,0.0003428247,0.00006715468,0.00076864,0.0000555539,0.0004290851,0.00005176032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346527,"about_ca_system_score_gemma":0.0002154557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009905636,"about_ca_topic_score_gemma":0.001584964,"domain_scores_codex":[0.9984534,0.00002398093,0.0004291684,0.0001493621,0.0003257535,0.0006183658],"domain_scores_gemma":[0.9993357,0.00001109794,0.0004271381,0.00012152,0.00009075441,0.0000137807],"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":[0.0004441733,0.0007127502,0.3733087,0.00006700856,0.0001674471,0.000001527924,0.003200346,0.01254088,0.0009225489,0.5968575,0.00218708,0.009589994],"study_design_scores_gemma":[0.002233865,0.00009786321,0.636203,0.000108466,0.0000689348,0.00001042562,0.009344051,0.01065698,0.0001557667,0.3022173,0.03857912,0.0003242393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985215,0.002027431,0.003419233,0.0005323761,0.0003017329,0.0001852565,8.837568e-7,0.00002231247,0.008295787],"genre_scores_gemma":[0.9988592,0.00006372159,0.00005444102,0.00008692183,0.0004407348,0.000007036238,0.0000109097,0.000009108447,0.0004678988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2946402,"threshold_uncertainty_score":0.5062422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491127889564269,"score_gpt":0.2653821772913361,"score_spread":0.2404708983956934,"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."}}