{"id":"W2907102412","doi":"10.4324/9781315267777-4","title":"The Montreal compliance system","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Psychology; Social psychology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112323,0.0002448406,0.0002648205,0.00004175417,0.001348665,0.0007557856,0.0005248724,0.00008087851,0.0001480071],"category_scores_gemma":[0.00001044355,0.0001515509,0.0001372841,0.000007398764,0.0001545269,0.0002254461,0.0002523829,0.0001197861,0.003679701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002961591,"about_ca_system_score_gemma":0.000008833885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002126828,"about_ca_topic_score_gemma":0.0007998407,"domain_scores_codex":[0.9990992,0.000001021928,0.0002228927,0.0002477255,0.0002465424,0.0001826212],"domain_scores_gemma":[0.998684,0.00002578185,0.000440891,0.0006412484,0.0002020358,0.000005979417],"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":[0.000007614535,0.00000121089,0.00003255259,0.0001027341,0.00004561912,0.000004464825,0.000001714729,0.000001634456,1.249328e-7,0.8919893,0.08567289,0.02214017],"study_design_scores_gemma":[0.0001147683,0.000001250191,0.002340496,0.0002778488,0.00003767155,0.000001268546,0.0000338278,0.0008160358,7.38415e-8,0.02360978,0.9725632,0.0002037549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000146944,0.0006808404,0.00008479087,0.001228477,0.0009031971,0.0002251829,0.000001871383,0.0001964776,0.9966777],"genre_scores_gemma":[0.0180057,0.00007288068,0.00001214948,0.0003287506,0.002112417,0.00001406471,0.000009929202,0.00003370458,0.9794104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8868904,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05808589055518972,"score_gpt":0.2433419278599224,"score_spread":0.1852560373047327,"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."}}