{"id":"W4246756959","doi":"10.4324/9781315102252","title":"Courageous Leadership","year":2017,"lang":"en","type":"book","venue":"Productivity Press eBooks","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008554279,0.0009666833,0.001262716,0.0001790136,0.0007526719,0.0002587737,0.001345939,0.0009576183,0.0002446261],"category_scores_gemma":[0.000225599,0.0009514922,0.0004122736,0.000008705555,0.001284819,0.0001443567,0.0003603405,0.002039384,0.0006966698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018353,"about_ca_system_score_gemma":0.0003208384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003449143,"about_ca_topic_score_gemma":0.0001912601,"domain_scores_codex":[0.9954209,0.0003169938,0.0005019018,0.001878504,0.0006647171,0.001216948],"domain_scores_gemma":[0.9951568,0.0002541815,0.0008210592,0.003318001,0.0002456331,0.0002043557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003076128,0.0002245147,0.00001620549,0.001139467,0.001700721,0.0005131852,0.04280452,8.230037e-7,0.00002644917,0.0374874,0.842511,0.07326811],"study_design_scores_gemma":[0.0006885821,0.0001406677,0.00008476845,0.000265481,0.0004473152,0.00009508034,0.001308832,5.689835e-7,0.0001544347,0.005376174,0.9903204,0.001117641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001272469,0.008812187,0.00003092214,0.001079406,0.005193861,0.001377269,0.000103118,0.0004860955,0.9827899],"genre_scores_gemma":[0.01414053,0.00004643504,0.00003549855,0.0001082982,0.005895214,0.0003312143,0.00003700773,0.0002415283,0.9791643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1478095,"threshold_uncertainty_score":0.9992936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2794256359628683,"score_gpt":0.3427235644699458,"score_spread":0.0632979285070775,"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."}}