{"id":"W4414392201","doi":"10.5430/wje.v15n3p11","title":"Integrating Entrepreneurial Competency and Ethical Conduct in Accounting Education: Evidence from Thai Professional Practices","year":2025,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Mediation; Curriculum; Professional conduct; Ethical code; Professional ethics; Qualitative research; Business ethics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007653686,0.0002065002,0.0002355123,0.001890265,0.002184252,0.002884742,0.0004242621,0.0004764848,0.001790104],"category_scores_gemma":[0.03129964,0.0003483933,0.0001747347,0.002741691,0.003455589,0.001919055,0.002728591,0.0007336306,0.0001631996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696882,"about_ca_system_score_gemma":0.005934719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458273,"about_ca_topic_score_gemma":0.03274053,"domain_scores_codex":[0.9935085,0.003788864,0.0005881746,0.0002913549,0.0013936,0.0004295743],"domain_scores_gemma":[0.9296928,0.05026823,0.0111738,0.001611867,0.005021011,0.002232262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148484,0.0004139797,0.4806242,0.0009124684,0.00003925441,0.001340717,0.4415066,0.0001759766,0.0003702554,0.001395052,0.0002736844,0.072833],"study_design_scores_gemma":[0.00001215406,0.0003175838,0.3856658,0.0009515583,0.00006249831,0.001198055,0.6044965,0.0005202491,0.0006430018,0.0008918014,0.005201725,0.00003913813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973575,0.0002847807,0.0001839642,0.0001536117,0.000003108757,0.00001783922,0.00001225556,5.443713e-7,0.001986329],"genre_scores_gemma":[0.9988594,0.0006212604,0.0001917075,0.00005004129,0.000003853493,0.00001343107,0.00001431185,0.000001275725,0.0002448226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458273,"threshold_uncertainty_score":0.04047704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2161217263083872,"score_gpt":0.5167018886404041,"score_spread":0.300580162332017,"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."}}