{"id":"W7131253231","doi":"10.63878/qrjs831","title":"RECONCEPTUALIZING ETHICAL LEADERSHIP WITHIN NEO-CHARISMATIC LEADERSHIP THEORETICAL PERSPECTIVE: IMPLICATIONS FOR BUSINESS ETHICS AND ORGANIZATIONAL PRACTICE","year":2025,"lang":"","type":"article","venue":"Qualitative Research Journal for Social Studies","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Ethical leadership; Accountability; Business ethics; Leadership studies; Corporate social responsibility; Business practice; Ethical decision; Social responsibility; Leadership style","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03074168,0.0005958933,0.0008600582,0.004815425,0.004657475,0.01531623,0.002211303,0.004035323,0.002398425],"category_scores_gemma":[0.02855289,0.0003569041,0.0006910415,0.004806964,0.03819429,0.01573687,0.00667744,0.007125122,0.000422048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008235903,"about_ca_system_score_gemma":0.02256989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828159,"about_ca_topic_score_gemma":0.004197063,"domain_scores_codex":[0.9659814,0.02689542,0.001062921,0.0009404214,0.004046705,0.001073096],"domain_scores_gemma":[0.9484822,0.04057981,0.002969355,0.001542461,0.004880389,0.001545767],"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":[0.00001196046,0.00007360775,0.001199633,0.001221407,0.00001686912,0.0003341623,0.0557372,0.0003105499,0.0001736078,0.8873407,0.004131896,0.04944834],"study_design_scores_gemma":[0.00001200772,0.0000626922,0.001575848,0.008390632,0.00001383887,0.0005615158,0.147643,0.0009960764,0.0003058222,0.6957898,0.144611,0.00003777693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05780919,0.1664842,0.16118,0.4318472,0.005688337,0.0004119511,0.00005108785,0.0001175242,0.1764105],"genre_scores_gemma":[0.8289189,0.08409974,0.05171148,0.02607755,0.001717603,0.0006712482,0.00006075984,0.00009626563,0.006646425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03074168,"threshold_uncertainty_score":0.1625795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9042890881525215,"score_gpt":0.7208540516592866,"score_spread":0.1834350364932349,"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."}}