{"id":"W1985316609","doi":"10.1007/s10551-015-2560-1","title":"Conceptualization and Measurement of Virtuous Leadership: Doing Well by Doing Good","year":2015,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; George Brown College","funders":"","keywords":"Transformational leadership; Conceptualization; Servant leadership; Ethical leadership; Transactional leadership; Virtue; Social psychology; Virtue ethics; Variance (accounting); Business ethics; Psychology; Shared leadership; Epistemology; Leadership studies; Leadership; Empirical research; Value (mathematics); Sociology; Leadership style; Public relations; Political science; Philosophy; Accounting; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02137901,0.0001407128,0.0004013414,0.0003085277,0.0001499529,0.0002326341,0.0004200055,0.0003028917,0.00003243879],"category_scores_gemma":[0.0161709,0.0001055443,0.000059506,0.0009782596,0.0003473751,0.0007863272,0.00007086286,0.0007635402,0.000006894321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088006,"about_ca_system_score_gemma":0.00147259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006091483,"about_ca_topic_score_gemma":0.00004928944,"domain_scores_codex":[0.9941417,0.0004749496,0.001202702,0.0002026662,0.003795316,0.0001826507],"domain_scores_gemma":[0.982144,0.001997815,0.001617834,0.0002599489,0.01382151,0.0001589041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001637139,0.002586098,0.1088735,0.002747018,0.0005792186,0.00008194894,0.3053701,0.09274258,0.06411687,0.100456,0.1401263,0.1806832],"study_design_scores_gemma":[0.008823494,0.0009957404,0.03824651,0.006282336,0.00055429,0.000767346,0.2290518,0.00440033,0.01839798,0.08109345,0.609536,0.00185071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2010346,0.01786192,0.7014902,0.06195813,0.008613476,0.0003285301,0.00001063878,0.00003208193,0.008670416],"genre_scores_gemma":[0.9952677,0.0004738033,0.003299231,0.0005389577,0.0002670285,7.752243e-7,0.000001337944,0.00001448397,0.0001366533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7942331,"threshold_uncertainty_score":0.9921163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5830028795647322,"score_gpt":0.4151680209749085,"score_spread":0.1678348585898237,"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."}}