{"id":"W3010861977","doi":"10.7202/1068121ar","title":"Chapter 1","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":"Empathy; Active listening; Courage; Refugee; Inclusion (mineral); Psychology; Pedagogy; Social psychology; Sociology; Political science; 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":[0.00005708029,0.0001198027,0.0001646002,0.00002019176,0.0001311612,0.00001896611,0.0001136197,0.00008930876,0.006975973],"category_scores_gemma":[0.00002048522,0.0001012951,0.00006151693,0.0001049624,0.00009839059,0.00005995294,0.00002595663,0.0002872147,0.001567707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009838271,"about_ca_system_score_gemma":0.000005646739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008807287,"about_ca_topic_score_gemma":0.00001240452,"domain_scores_codex":[0.9992698,0.00005101122,0.0001198802,0.0002501782,0.00009736937,0.0002116914],"domain_scores_gemma":[0.9996496,0.00005685569,0.00004347792,0.0001221776,0.0000404871,0.00008740195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001240878,0.00003538169,0.0008245083,0.000005093194,0.0001538879,0.00004571517,0.8940673,0.000002826961,0.00009440844,0.02495896,0.0669212,0.01276663],"study_design_scores_gemma":[0.001151711,0.0003011806,0.003934393,0.00003399277,0.00002743483,0.000004227115,0.9097989,0.00002239329,0.0001142279,0.0006371498,0.08362367,0.0003507707],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3098548,0.004633827,0.002510281,0.1071938,0.00160674,0.0004243951,0.00000623481,0.0003477985,0.5734221],"genre_scores_gemma":[0.9933237,0.0000152874,0.00006593419,0.002457493,0.0005229563,0.0000228326,0.000001821293,0.00001567995,0.003574274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6834689,"threshold_uncertainty_score":0.9992097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09724439630919987,"score_gpt":0.3273405013060968,"score_spread":0.2300961049968969,"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."}}