{"id":"W2223770995","doi":"10.15215/aupress/9781897425749.01","title":"The Anatomy of Ethical Leadership: To Lead Our Organizations in a Conscientious and Authentic Manner","year":2011,"lang":"en","type":"book","venue":"Athabasca University Press eBooks","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Engineering ethics; Ethical leadership; Authentic leadership; Psychology; Management; Sociology; Political science; Public relations; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001902453,0.0001860222,0.0003145668,0.0004952062,0.0003808591,0.0001542612,0.001172383,0.0005682954,0.00001915974],"category_scores_gemma":[0.00198781,0.0001499785,0.00007535995,0.0002455345,0.0005541962,0.00009808849,0.0005380923,0.0008543843,0.00002359431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138933,"about_ca_system_score_gemma":0.0008233386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006205598,"about_ca_topic_score_gemma":0.002508037,"domain_scores_codex":[0.9977409,0.0002641724,0.000379149,0.0005306482,0.0008202175,0.0002649475],"domain_scores_gemma":[0.996438,0.001381741,0.0003133428,0.0006960312,0.001044834,0.0001260386],"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":[0.00005084702,0.00004212875,0.0006776323,0.00007187763,0.00004475216,0.00002026951,0.01549792,0.00000625113,0.00001575539,0.9301027,0.05072108,0.002748775],"study_design_scores_gemma":[0.000641792,0.00007578638,0.004509588,0.0005375428,0.0001487264,0.00001427452,0.01802741,0.0001219945,0.000130871,0.04581172,0.9294271,0.0005531639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01407225,0.0004766801,0.001958172,0.007010936,0.001860913,0.001236465,0.0001299691,0.00007394286,0.9731807],"genre_scores_gemma":[0.1071604,0.00004636025,0.0001819295,0.0001590028,0.0000374728,0.000001245819,0.000005527349,0.00001696564,0.8923911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.884291,"threshold_uncertainty_score":0.6115944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639628783539062,"score_gpt":0.3464827529204252,"score_spread":0.182519874566519,"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."}}