{"id":"W3138859816","doi":"10.2139/ssrn.3687056","title":"Regulating Financial Misconduct: ‘Should the Existing Law Be Administered or Enforced Differently?’","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal principles and applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Misconduct; Business; Law; Political science; Accounting","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001135271,0.0001306448,0.0001591652,0.00001485363,0.002267706,0.0002430333,0.0005631995,0.00008640774,0.000111794],"category_scores_gemma":[0.0005207194,0.00008491066,0.0001205967,0.0002592932,0.0001889159,0.0001886177,0.00007327137,0.001462491,0.00001485614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302647,"about_ca_system_score_gemma":0.002585526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012181,"about_ca_topic_score_gemma":0.01958179,"domain_scores_codex":[0.9974492,0.0001563586,0.0003187737,0.000199479,0.000389205,0.001486953],"domain_scores_gemma":[0.9992404,0.0001551438,0.0002220369,0.0001397171,0.00006987146,0.0001728508],"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":[0.00003735018,0.00001271983,0.00005149705,0.000002948629,0.0000198458,0.000001326122,0.006649283,0.000007896299,0.0004261184,0.9875352,0.0001926913,0.005063156],"study_design_scores_gemma":[0.001276051,0.000458262,0.0002640212,0.00004543403,0.0001025483,0.00008109175,0.04079002,0.0005489089,0.0006030813,0.2507598,0.7045262,0.0005446494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6503677,0.0007473,0.004778019,0.2112245,0.0003945773,0.0008933116,0.00001970863,0.0002239615,0.1313509],"genre_scores_gemma":[0.9915274,0.0001686247,0.0000987041,0.002566003,0.001602981,0.00001188327,0.000002702295,0.00001642785,0.004005274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7367754,"threshold_uncertainty_score":0.9990312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583568748610334,"score_gpt":0.3664788220547393,"score_spread":0.2081219471937059,"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."}}