{"id":"W4244668646","doi":"10.7202/1068128ar","title":"Appendices","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; Sociology; Curriculum; Political science; Pedagogy; 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":[0.0000794554,0.0001345842,0.0001944809,0.00002515894,0.0001776818,0.00003040489,0.0001638876,0.0001062571,0.005076793],"category_scores_gemma":[0.00002686903,0.0001139508,0.00006479816,0.0001917713,0.0001173164,0.0000847805,0.00003191723,0.0003327488,0.001830456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001349724,"about_ca_system_score_gemma":0.0000119864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000180638,"about_ca_topic_score_gemma":0.00002602268,"domain_scores_codex":[0.9990909,0.0001017533,0.0001406768,0.0002881326,0.0001242405,0.0002542852],"domain_scores_gemma":[0.9995795,0.0000914551,0.00006377234,0.0001291431,0.00003572375,0.0001003829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001129717,0.00004372506,0.001400173,0.000008990538,0.0001647911,0.00004425324,0.8154005,0.000003963782,0.00006017835,0.004741087,0.1702563,0.007763023],"study_design_scores_gemma":[0.0007224858,0.0001832626,0.002597801,0.00002713687,0.00002168637,0.000002686103,0.943698,0.00001164452,0.00005743331,0.0002755273,0.05218379,0.0002185534],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4740263,0.008937035,0.002438254,0.0824094,0.001910439,0.0005448937,0.000009325634,0.0004742332,0.4292501],"genre_scores_gemma":[0.994441,0.00002028655,0.00007560554,0.001766569,0.000612027,0.00003019839,0.000004220601,0.00001615281,0.003033945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5204147,"threshold_uncertainty_score":0.9989467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08099664920367321,"score_gpt":0.3354090510149492,"score_spread":0.254412401811276,"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."}}