{"id":"W4411707089","doi":"10.1007/s10551-025-06043-4","title":"Managing Corruption During Regime Change","year":2025,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council; University of New South Wales; Leverhulme Trust","keywords":"Business ethics; Quality of Life Research; Language change; Political science; Business; Law; Philosophy; Public health","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":[0.003700399,0.0001336941,0.000190416,0.0005870896,0.003222186,0.003319211,0.0004575464,0.00131736,0.003164625],"category_scores_gemma":[0.01008585,0.0001056273,0.0002093944,0.0004552105,0.004691605,0.001987184,0.003230942,0.001872372,0.0003318194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478499,"about_ca_system_score_gemma":0.002107957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693453,"about_ca_topic_score_gemma":0.002414021,"domain_scores_codex":[0.9962859,0.001950485,0.000101894,0.0002560097,0.0003695739,0.001036083],"domain_scores_gemma":[0.9940969,0.001747169,0.001928689,0.0005343189,0.0007687621,0.0009241858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003185382,0.0007843056,0.2511868,0.0003313493,0.000148669,0.005069238,0.1106119,0.007329042,0.01136372,0.3155731,0.02480328,0.2724799],"study_design_scores_gemma":[0.00009645073,0.0009754158,0.2866571,0.0008632799,0.00008657587,0.002059551,0.1344506,0.01450451,0.00694107,0.1562829,0.3969286,0.0001539421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758431,0.0005679119,0.006885016,0.01379921,0.0002357026,0.00009394765,0.00003314666,0.00006601166,0.1024759],"genre_scores_gemma":[0.9969407,0.00009148623,0.0003342062,0.0005709651,0.0000440794,0.00001519678,0.000008340286,0.000007421089,0.00198762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700399,"threshold_uncertainty_score":0.02523839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452309330214699,"score_gpt":0.3560054664600158,"score_spread":0.2107745334385459,"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."}}