{"id":"W3011601450","doi":"10.7202/1068125ar","title":"Chapter 5","year":2020,"lang":"en","type":"article","venue":"Narrative Works","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Courage; Context (archaeology); Hurricane katrina; Sociology; Psychology; Social psychology; Media studies; Aesthetics; History; Political science; Art; Law; Geography; Natural disaster","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":[0.00005714551,0.0001198072,0.0001647124,0.00002019424,0.0001312415,0.00001902042,0.0001135789,0.00008931452,0.006597353],"category_scores_gemma":[0.00002020414,0.0001012889,0.00006152918,0.0001049378,0.00009842421,0.00006002612,0.00002594658,0.0002871697,0.001533501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009842413,"about_ca_system_score_gemma":0.000005631057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008942456,"about_ca_topic_score_gemma":0.00001264637,"domain_scores_codex":[0.9992698,0.00005099422,0.0001200038,0.0002501091,0.00009739544,0.0002116949],"domain_scores_gemma":[0.9996505,0.00005623493,0.00004349461,0.000121991,0.00004038482,0.00008741076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001244797,0.00003546708,0.0008265274,0.000005168651,0.0001540721,0.00004677171,0.8963571,0.000002828112,0.00009393194,0.02602795,0.06326624,0.0130595],"study_design_scores_gemma":[0.001170733,0.0003032736,0.004031264,0.00003417893,0.00002750598,0.000004250685,0.9127144,0.00002242487,0.0001159939,0.0006463988,0.08057719,0.000352441],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3115251,0.004663624,0.002530655,0.1066299,0.001601986,0.0004231645,0.00000593953,0.0003465689,0.572273],"genre_scores_gemma":[0.9933641,0.00001557083,0.00006495838,0.002459273,0.0005237139,0.00002225496,0.000001773062,0.00001566797,0.003532703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6818389,"threshold_uncertainty_score":0.9992439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09503471729624036,"score_gpt":0.3268724849512125,"score_spread":0.2318377676549721,"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."}}