{"id":"W55755363","doi":"10.1016/b978-0-12-373932-2.00272-6","title":"Leadership, Ethics of","year":2012,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Engineering ethics; Sociology; Psychology; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002009391,0.0005688261,0.0003184328,0.00091741,0.003535928,0.006835408,0.0006292738,0.003698274,0.01923271],"category_scores_gemma":[0.003686977,0.0002455881,0.0001598261,0.0006575891,0.009205594,0.003144085,0.001895739,0.004734724,0.005874209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003469182,"about_ca_system_score_gemma":0.005005572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004238924,"about_ca_topic_score_gemma":0.008782748,"domain_scores_codex":[0.9974065,0.001305672,0.00007838414,0.0002231362,0.0007387399,0.0002475063],"domain_scores_gemma":[0.9991122,0.0003847145,0.00005575467,0.0001013884,0.0002193093,0.0001266869],"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":[0.000002712639,0.00001282203,0.00004336953,0.00003768176,0.000001458932,0.00003027826,0.001500454,0.00005016916,0.00004657671,0.8872989,0.08981103,0.02116458],"study_design_scores_gemma":[0.000007553904,0.000008335733,0.0001690214,0.0001803958,0.000001562211,0.00006770383,0.0008855703,0.00008244038,0.00004261739,0.3271089,0.671441,0.000004839333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009709037,0.02246178,0.002787,0.03586436,0.002540107,0.00002661688,0.00002106515,0.00003762768,0.9352906],"genre_scores_gemma":[0.1124586,0.009737278,0.002411348,0.015964,0.003658295,0.000206769,0.00005288303,0.00009587796,0.855415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01923271,"threshold_uncertainty_score":0.06433988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06496937684268808,"score_gpt":0.2395781891240943,"score_spread":0.1746088122814062,"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."}}