{"id":"W1538874739","doi":"10.5430/jha.v4n5p67","title":"Code red: Towards authentic transformational leadership of emergency management","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transformational leadership; Health care; Emergency management; Public relations; Knowledge management; Political science; Medicine; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007788296,0.00006583818,0.0001116783,0.00009476671,0.00006987338,0.00003615062,0.0002418586,0.00003762126,0.0001247924],"category_scores_gemma":[0.00005820058,0.00005675753,0.00009582026,0.0001859378,0.00008436167,0.0006438683,0.00001077587,0.00006493051,0.000008153675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005108441,"about_ca_system_score_gemma":0.0001640062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006883188,"about_ca_topic_score_gemma":0.00004417213,"domain_scores_codex":[0.9984735,0.00006144553,0.0004676628,0.00006617589,0.0007930716,0.00013818],"domain_scores_gemma":[0.9992303,0.000007846834,0.0003583069,0.00006047923,0.0002283755,0.0001146542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001121265,0.006189981,0.03558232,0.0009687321,0.0008234318,0.0002411586,0.3075263,0.0004855326,0.0002337751,0.4716047,0.09523059,0.07999223],"study_design_scores_gemma":[0.004868617,0.02080118,0.127017,0.0006144621,0.0007428695,0.0000193097,0.6560767,0.0003605064,0.002354015,0.08318497,0.1027607,0.001199757],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455882,0.0001551505,0.002683509,0.009872785,0.002331362,0.0002722015,0.000004504411,0.00001485316,0.1390774],"genre_scores_gemma":[0.9964383,0.0000874334,0.0005319439,0.0000168125,0.0001755513,0.000001758726,0.000002773686,0.00000346711,0.002741985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3884197,"threshold_uncertainty_score":0.2314505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08477806415277025,"score_gpt":0.3383438603529934,"score_spread":0.2535657962002231,"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."}}