{"id":"W1522918178","doi":"10.1023/a:1023005311277","title":"Institutional Context and Auditors' Moral Reasoning: A Canada-U.S. Comparison","year":2003,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; York University","funders":"Fairfield University","keywords":"Business ethics; Moral reasoning; Audit; Dilemma; Context (archaeology); Ethical dilemma; Accounting; Moral disengagement; Ideal (ethics); Political science; Psychology; Epistemology; Engineering ethics; Sociology; Social psychology; Public relations; Business; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007936304,0.0001427117,0.0004117101,0.0002277832,0.0004738277,0.0003044326,0.0003755227,0.0002527143,0.0001048041],"category_scores_gemma":[0.05860869,0.0001044017,0.00005237956,0.0008688051,0.0003644169,0.000529488,0.00004398994,0.001300724,0.000004761714],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735972,"about_ca_system_score_gemma":0.01050827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01881234,"about_ca_topic_score_gemma":0.1160421,"domain_scores_codex":[0.995853,0.0003674869,0.001021055,0.0002032309,0.002358501,0.0001967047],"domain_scores_gemma":[0.9883142,0.003605482,0.001044002,0.0002534447,0.006595724,0.0001872107],"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":[0.0001604064,0.0003266787,0.2906709,0.0001220731,0.00008395347,0.0001073589,0.006129377,0.009843429,0.0001696728,0.574372,0.1031751,0.01483904],"study_design_scores_gemma":[0.0009953901,0.00005872565,0.4261341,0.0004317024,0.00005655476,0.0008068092,0.006167049,0.0007368833,0.0002558474,0.07865831,0.4853156,0.0003829916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852575,0.004087208,0.03287748,0.05403853,0.01946789,0.0001330909,0.00001238281,0.00001205074,0.004113814],"genre_scores_gemma":[0.9957123,0.0002018652,0.002325215,0.0009996964,0.0005539031,9.690839e-7,0.000001202607,0.000008361632,0.0001964732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4957137,"threshold_uncertainty_score":0.9951012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3065820656679315,"score_gpt":0.406839870151418,"score_spread":0.1002578044834865,"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."}}