{"id":"W2922301936","doi":"10.69645/sdxa8469","title":"Governance, risk and compliance","year":2019,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Compliance (psychology); Corporate governance; Business; Finance; Psychology; Social psychology","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":[0.0002144865,0.0002231023,0.0002166272,0.000131761,0.0008028756,0.0005864012,0.000274459,0.00003341171,0.0002620381],"category_scores_gemma":[0.0000101428,0.0001733896,0.00005636864,0.00177025,0.0000963221,0.0009080395,0.0003498107,0.0001080258,0.0007871462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004546939,"about_ca_system_score_gemma":0.000008473386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003650473,"about_ca_topic_score_gemma":0.0002888827,"domain_scores_codex":[0.9987479,0.00001288087,0.0002405302,0.0004035114,0.0003196354,0.0002754937],"domain_scores_gemma":[0.999078,0.00003087837,0.0002760974,0.0003918947,0.0002150422,0.000008123799],"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":[0.0003511712,0.0002792895,0.2990163,0.001408643,0.0005374647,0.00001399675,0.0001087477,0.003818137,0.00004786909,0.3196929,0.2522874,0.1224381],"study_design_scores_gemma":[0.0005831847,0.00000280196,0.5987476,0.00004825353,0.00005612021,0.000001468344,0.0001527729,0.005598554,4.811833e-7,0.004090598,0.3905404,0.0001777917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2040868,0.001582715,0.0115014,0.007763908,0.004975263,0.003174097,0.000007103294,0.0007277153,0.766181],"genre_scores_gemma":[0.932875,0.0004141522,0.0001931662,0.00144869,0.0004467317,0.0001031634,0.000005642748,0.00002818509,0.06448524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7287882,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411718621653227,"score_gpt":0.2105895682278499,"score_spread":0.1964723820113177,"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."}}