{"id":"W2957247254","doi":"","title":"Panel: Preserving Financial Integrity and Promoting Compliance","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Business; Finance; Accounting; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00648941,0.0007250721,0.0004427826,0.001131685,0.01266208,0.006028071,0.001877398,0.02011485,0.0285703],"category_scores_gemma":[0.01059433,0.0005339175,0.0006720085,0.001284961,0.003359909,0.003379663,0.002837438,0.01114131,0.004261347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01133993,"about_ca_system_score_gemma":0.04456016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3237514,"about_ca_topic_score_gemma":0.4765743,"domain_scores_codex":[0.9955363,0.0006844644,0.0001682912,0.0006185057,0.001767096,0.001225287],"domain_scores_gemma":[0.9927012,0.001450206,0.0002728966,0.0003085489,0.003781894,0.001485295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001971596,0.00002764257,0.0003622613,0.00005763801,0.000004559283,0.00009807679,0.0005213399,0.00006892047,0.0005875565,0.01818641,0.972362,0.007703942],"study_design_scores_gemma":[0.0000251739,0.00001796889,0.003742166,0.0002216974,0.0000191054,0.000043745,0.0008605148,0.0001129465,0.0007209047,0.003669244,0.9905331,0.00003329611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004344297,0.006097526,0.0009937714,0.758321,0.01438614,0.0005403273,0.001031832,0.00007912778,0.2142061],"genre_scores_gemma":[0.07900526,0.00796089,0.002327129,0.3656052,0.008970299,0.0007232053,0.0007830744,0.0001148071,0.53451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6762486,"threshold_uncertainty_score":0.643734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05570410203755285,"score_gpt":0.311631301399829,"score_spread":0.2559271993622762,"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."}}