{"id":"W3011132609","doi":"10.7202/1068127ar","title":"Chapter 7","year":2020,"lang":"en","type":"article","venue":"Narrative Works","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Courage; Gratitude; Active listening; Action (physics); Psychology; Function (biology); Social psychology; Empathy; Communication; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005714406,0.0001198187,0.000164715,0.0000201961,0.0001312456,0.00001903359,0.0001135956,0.0000893115,0.006474184],"category_scores_gemma":[0.00001992295,0.0001013022,0.00006152464,0.0001049389,0.00009844382,0.00006003608,0.00002594926,0.0002872029,0.001537801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009844688,"about_ca_system_score_gemma":0.000005633478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008949845,"about_ca_topic_score_gemma":0.00001265399,"domain_scores_codex":[0.9992697,0.00005097811,0.0001200065,0.0002501443,0.00009739721,0.0002117465],"domain_scores_gemma":[0.9996505,0.00005618463,0.00004349255,0.0001219985,0.00004039306,0.00008742228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001245452,0.00003549468,0.0008261506,0.000005233205,0.0001542137,0.00004681269,0.8979173,0.000002836232,0.00009431885,0.02595818,0.06166942,0.01316549],"study_design_scores_gemma":[0.001170442,0.0003038502,0.003921195,0.00003461529,0.00002749899,0.000004248302,0.9119232,0.00002261931,0.0001166186,0.0006504183,0.08147289,0.0003524194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3114164,0.004668692,0.002535354,0.1066837,0.001602427,0.0004231134,0.000005944684,0.0003465942,0.5723177],"genre_scores_gemma":[0.993363,0.00001561023,0.00006493959,0.002459351,0.0005238098,0.0000222282,0.000001789598,0.00001567114,0.003533641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6819465,"threshold_uncertainty_score":0.9992396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09511928253175483,"score_gpt":0.3269013782528452,"score_spread":0.2317820957210904,"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."}}