{"id":"W2013972209","doi":"10.3138/jvme.33.2.280","title":"What Is Leadership?","year":2006,"lang":"en","type":"review","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honesty; Leadership style; Shared leadership; Transactional leadership; Leadership; Servant leadership; Neuroleadership; Public relations; Strategic leadership; Transformational leadership; Ethical leadership; Psychology; Situational leadership theory; Action (physics); Leadership development; Management; Political science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001585625,0.0003825978,0.001706763,0.0009566586,0.00007004001,0.00008265824,0.0004396502,0.0008836602,0.002132856],"category_scores_gemma":[0.002193977,0.0002875979,0.0006801306,0.0009175946,0.0002155361,0.0005095758,0.00004925924,0.00195871,0.0001249682],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177644,"about_ca_system_score_gemma":0.0128571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005174952,"about_ca_topic_score_gemma":2.036445e-7,"domain_scores_codex":[0.9952104,0.0002160996,0.002170304,0.0002885582,0.001791736,0.0003229165],"domain_scores_gemma":[0.9966393,0.0001411992,0.001642308,0.0004707797,0.0007944247,0.0003119502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001908207,0.000771217,0.000002420945,0.0129665,0.0001023707,0.00007396457,0.0001150691,1.010535e-8,2.40238e-7,0.00002524328,0.2338919,0.752032],"study_design_scores_gemma":[0.0003271145,0.0006970447,0.00002154732,0.07975413,0.0009684746,0.01439547,0.0005247748,0.00000429423,4.090923e-7,0.00003794475,0.9030757,0.0001931344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001546471,0.9763417,0.00007425077,0.01003953,0.01247007,0.0004236031,0.000001349565,0.00001856142,0.0004763166],"genre_scores_gemma":[0.00001831556,0.982006,0.001770312,0.007008892,0.005878225,0.00004070032,0.0001770121,0.00006944939,0.003031127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7518389,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.254434275270085,"score_gpt":0.4989849195883634,"score_spread":0.2445506443182784,"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."}}