{"id":"W4231756937","doi":"10.7202/1068119ar","title":"Foreword","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; Transformative learning; Narrative; Active listening; Power (physics); Sociology; Psychology; Economic Justice; Aesthetics; Social psychology; Literature; Pedagogy; Philosophy; Art; Theology; Political science; Law; Communication","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":[0.00007271596,0.000137862,0.0001978084,0.00002320062,0.0001611035,0.0000177367,0.0001480666,0.0001193337,0.003539385],"category_scores_gemma":[0.00003813038,0.0001175828,0.00007588769,0.0002086863,0.0001085964,0.00007131021,0.00003115764,0.0003632291,0.00108332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726937,"about_ca_system_score_gemma":0.00001309379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001086818,"about_ca_topic_score_gemma":0.0000243789,"domain_scores_codex":[0.9990996,0.00008694872,0.0001456571,0.0002809087,0.0001151474,0.0002717371],"domain_scores_gemma":[0.999559,0.0000919693,0.0000543526,0.0001431666,0.0000478804,0.000103643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001503195,0.00004291112,0.00122872,0.000007546838,0.000156764,0.00003939284,0.713507,0.000004527075,0.00003932885,0.006564599,0.263985,0.01427384],"study_design_scores_gemma":[0.00119388,0.0003100382,0.004880272,0.000037672,0.0000300779,0.000003599263,0.9489173,0.00005557835,0.00007863126,0.000668279,0.04349887,0.0003257741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5655831,0.007124489,0.01129741,0.1196999,0.002510427,0.000738694,0.00001997117,0.000578929,0.2924471],"genre_scores_gemma":[0.9915937,0.00001246079,0.0001477168,0.002337557,0.0006593216,0.00004085863,0.000003649407,0.00001891496,0.005185891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4260105,"threshold_uncertainty_score":0.9996945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08805066724524864,"score_gpt":0.3350631572369696,"score_spread":0.2470124899917209,"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."}}