{"id":"W4283257844","doi":"10.7202/1090299ar","title":"Ethical Leadership: Lessons from Africa for International Management*","year":2022,"lang":"en","type":"article","venue":"Management international","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Ethical leadership; Leadership studies; Context (archaeology); Sociology; Field (mathematics); Engineering ethics; Transactional leadership; Political science; Public relations; Leadership style; Geography; Engineering; Law","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":[0.007085672,0.0007625576,0.0005041612,0.002168442,0.007212051,0.01008825,0.0008754289,0.002483518,0.004946218],"category_scores_gemma":[0.01079695,0.0002036086,0.0003238564,0.002822279,0.01213808,0.01036507,0.007054551,0.004209803,0.0004758332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004763306,"about_ca_system_score_gemma":0.007000063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004830409,"about_ca_topic_score_gemma":0.009297109,"domain_scores_codex":[0.995894,0.00298196,0.0001028976,0.0001079813,0.0002060967,0.00070706],"domain_scores_gemma":[0.9922672,0.005513218,0.0004780894,0.0001773796,0.0005418402,0.00102216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007413217,0.000151449,0.005108692,0.001063618,0.00001851179,0.002281576,0.1582833,0.0004579264,0.000313239,0.6602804,0.02376115,0.148206],"study_design_scores_gemma":[0.00002409536,0.00007912547,0.003480855,0.004983067,0.00002006318,0.0007742108,0.2947117,0.0005044239,0.0003707424,0.2910733,0.4039431,0.0000352674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08696004,0.1445463,0.008199963,0.505275,0.003073449,0.0001345766,0.0000596467,0.00004721705,0.2517037],"genre_scores_gemma":[0.8941665,0.07527482,0.004703095,0.01328076,0.001256328,0.0001939299,0.00003425636,0.00004690365,0.01104344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01008825,"threshold_uncertainty_score":0.03747302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102164299801123,"score_gpt":0.3674760453541676,"score_spread":0.2572596153740553,"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."}}