{"id":"W33993348","doi":"10.1007/s00425-021-03624-1","title":"Financial Security Laws as an Anti-fraud Mechanism: Asset or Impediment to the Attractiveness of Exchanges? The Case of the Sarbanes-Oxley Act","year":2014,"lang":"en","type":"article","venue":"","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Sarbanes–Oxley Act; Business; Corporate governance; Context (archaeology); Financial fraud; Finance; Attractiveness; Legislation; Capital market; Asset (computer security); Accounting; Financial regulation; Law; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002481592,0.0001097096,0.0001908069,0.00002816884,0.0005414604,0.00004569698,0.0005173929,0.00007378244,0.001438153],"category_scores_gemma":[0.0002884223,0.00005136886,0.00008093267,0.0002146854,0.0001262895,0.0001192064,0.0001612223,0.0001056411,0.00004204964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008682584,"about_ca_system_score_gemma":0.0003508332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01038278,"about_ca_topic_score_gemma":0.08688145,"domain_scores_codex":[0.9986765,0.0004159163,0.0002526104,0.000200574,0.0002181371,0.0002362246],"domain_scores_gemma":[0.9990202,0.0002527002,0.0001829484,0.0003787227,0.0000904613,0.0000749426],"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":[0.0003221177,0.0006818222,0.003738678,0.00006128259,0.0001038211,0.00003010687,0.1982299,0.00009067162,0.001378272,0.6836971,0.006906447,0.1047598],"study_design_scores_gemma":[0.001529773,0.0007248198,0.0937503,0.0001012438,0.000138361,0.0001484884,0.1031083,0.0008552611,0.01780288,0.02071742,0.7602031,0.0009199669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826583,0.000005244382,0.0001592385,0.006185336,0.0007949845,0.0005744752,0.0000167289,0.00001634028,0.009589374],"genre_scores_gemma":[0.997059,0.00002206461,0.00005088427,0.001259523,0.0001772604,0.00003176717,0.000001241505,0.000006351994,0.001391878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532967,"threshold_uncertainty_score":0.9994746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184066711880996,"score_gpt":0.3247764668758294,"score_spread":0.2929357997570194,"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."}}