{"id":"W2580345288","doi":"","title":"SPECIAL ISSUE: Academic Misconduct in Accounting Education","year":2017,"lang":"en","type":"article","venue":"The Accounting educators' journal","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Misconduct; Accounting; Political science; Scientific misconduct; Psychology; Medical education; Business; Medicine; Law; Alternative medicine","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":["sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009247724,0.0002359613,0.0002806348,0.0002671111,0.005822537,0.001579207,0.00225677,0.0008464164,0.00154246],"category_scores_gemma":[0.002677599,0.0001962551,0.0001470738,0.0002612991,0.0005399783,0.001938776,0.000139325,0.006513244,0.0004095969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005009785,"about_ca_system_score_gemma":0.003461608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007555873,"about_ca_topic_score_gemma":0.002898923,"domain_scores_codex":[0.996882,0.0003997983,0.0006581162,0.0003208084,0.0008720849,0.0008672212],"domain_scores_gemma":[0.9976412,0.0003543326,0.001076144,0.0004111555,0.0003127384,0.0002044163],"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":[0.0000187888,0.0001040526,0.2915088,0.00001748805,0.00002737117,0.000007164773,0.05607157,0.0000029158,0.0001004151,0.005386584,0.5535845,0.09317029],"study_design_scores_gemma":[0.0001829565,0.000006426484,0.04781261,0.0002220086,0.0000275211,0.00007216182,0.04186847,0.00001088472,0.00002737526,0.008967232,0.9005319,0.0002704269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7875754,0.0003976937,0.00001011234,0.0272993,0.02690274,0.0002535115,0.000002243511,0.00003377103,0.1575252],"genre_scores_gemma":[0.8411446,0.0004208749,0.0001721236,0.001615625,0.1471708,0.00001126474,0.000001902537,0.00002940598,0.009433493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3469474,"threshold_uncertainty_score":0.9994572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728358485840032,"score_gpt":0.3544162732772709,"score_spread":0.3271326884188706,"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."}}