{"id":"W4411202640","doi":"10.2308/issues-2023-104","title":"How Do the Accounting Profession and Higher Education Currently Approach Ethics Training?","year":2025,"lang":"en","type":"article","venue":"Issues in Accounting Education","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Texas at Dallas; York University; Southern Methodist University; University of Toledo; University of Alabama; University of Nebraska Kearney; University of Utah; University of North Texas; Tulane University; College of Charleston; Louisiana Tech University; University of Texas at Austin; John Carroll University; University of North Florida; Louisiana State University; University of Nebraska-Lincoln; University of Tampa; Mississippi State University; Florida State University","keywords":"Accounting; Training (meteorology); Psychology; Political science; Medical education; Engineering ethics; Pedagogy; Business; Medicine; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009056958,0.0002330825,0.0002726481,0.0006558318,0.0007755189,0.002087561,0.000846772,0.0003713847,0.0000452863],"category_scores_gemma":[0.01148398,0.0001638989,0.00005122364,0.002140398,0.0002372254,0.001396142,0.0002026747,0.001161506,0.00001437359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157183,"about_ca_system_score_gemma":0.002651364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003021695,"about_ca_topic_score_gemma":0.00006624831,"domain_scores_codex":[0.9967449,0.0004720716,0.000660793,0.0007350431,0.001054005,0.0003331459],"domain_scores_gemma":[0.994583,0.002694255,0.0005419002,0.0008047569,0.001332557,0.00004354725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000143836,0.0005217275,0.1642512,0.0002800036,0.0000106615,6.469159e-8,0.0389722,0.00002231795,0.0001423327,0.2169858,0.03278338,0.5460159],"study_design_scores_gemma":[0.0001604568,0.000006762422,0.4448418,0.0009147952,0.00002700349,0.000003445946,0.08766094,0.0004732131,0.00005751249,0.2270651,0.2384935,0.0002954936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7493167,0.009655575,0.00090888,0.1933506,0.02219063,0.0009536827,0.000004581384,0.00009596992,0.02352343],"genre_scores_gemma":[0.9720036,0.0002297302,0.002648395,0.001984077,0.001197171,0.0002241483,0.00002804119,0.0000193439,0.02166543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5457205,"threshold_uncertainty_score":0.9989484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2279882693029661,"score_gpt":0.4959594508895601,"score_spread":0.2679711815865939,"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."}}