{"id":"W2336816146","doi":"10.1007/s10551-016-3156-0","title":"Does the Accounting Profession Discipline Its Members Differently After Public Scrutiny?","year":2016,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Academic Accounting Association","keywords":"Scrutiny; Discipline; Misconduct; Sanctions; Accounting; Political science; Public relations; Accountability; Professional ethics; Business; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02267312,0.0002095334,0.0006644245,0.002177919,0.005299374,0.01165164,0.001440549,0.008505402,0.008342782],"category_scores_gemma":[0.1069112,0.0003362202,0.0005571871,0.002663977,0.01073202,0.008991044,0.003354692,0.00539762,0.002416514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004776882,"about_ca_system_score_gemma":0.01075718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388539,"about_ca_topic_score_gemma":0.01909209,"domain_scores_codex":[0.9788058,0.008398935,0.0007357766,0.00118606,0.005136335,0.005736981],"domain_scores_gemma":[0.921056,0.0278811,0.01828473,0.006473439,0.01701804,0.009286747],"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":[0.001177324,0.001163656,0.2886755,0.0002502202,0.0003810029,0.0009491771,0.07305249,0.000617917,0.003685872,0.3499284,0.06574713,0.2143713],"study_design_scores_gemma":[0.0002424149,0.000364805,0.5763391,0.0006155418,0.0002923573,0.0004067722,0.1203614,0.001036531,0.003233364,0.1890192,0.1078756,0.0002128681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6304849,0.001962516,0.002049488,0.2439902,0.001194386,0.00004891002,0.0001040925,0.00005086274,0.1201147],"genre_scores_gemma":[0.9776976,0.0004941768,0.0002528458,0.01580355,0.0005073608,0.00001530693,0.00003249484,0.00003057269,0.005166066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02267312,"threshold_uncertainty_score":0.1199083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342907845920441,"score_gpt":0.2641748805676389,"score_spread":0.2298840959755948,"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."}}