{"id":"W4414892554","doi":"10.4324/9781003657538","title":"A Curriculum of Courage, Conviction, Resolve","year":2025,"lang":"en","type":"book","venue":"","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanity; Curriculum; Absurdity; Genocide; Curriculum studies; Pretext","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002082567,0.0003762474,0.0007784776,0.0002710233,0.00009963975,0.00001520899,0.0003342598,0.0006086585,0.007058867],"category_scores_gemma":[0.00004765144,0.0003267532,0.0002608276,0.0001577308,0.0002621975,0.00003271924,0.00008999221,0.0005873326,0.0007663181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091029,"about_ca_system_score_gemma":0.0003259527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005026783,"about_ca_topic_score_gemma":0.0003388087,"domain_scores_codex":[0.99818,0.00007937098,0.0005833813,0.0005229613,0.0002799574,0.0003542846],"domain_scores_gemma":[0.9983379,0.0001969159,0.0003166293,0.0006504621,0.0004351443,0.00006300302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001704854,0.00009694859,0.0002276553,0.0002018941,0.0006632396,0.00002504559,0.004623555,1.981596e-7,5.7094e-7,0.1223238,0.871385,0.0004349403],"study_design_scores_gemma":[0.0008689214,0.0001369584,0.0001755737,0.0003228095,0.000353469,0.000009075762,0.02855799,0.000002697918,0.000004542982,0.004717019,0.9644492,0.0004017264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006124611,0.004507453,0.0002442346,0.0009500103,0.002508978,0.0004029634,0.00006291053,0.0001482891,0.9911139],"genre_scores_gemma":[0.001631492,0.0002915425,0.00007540253,0.0002888119,0.0005194125,0.00005436388,0.0000705334,0.0000377458,0.9970307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1176068,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247771281188524,"score_gpt":0.3098560684536783,"score_spread":0.2850789403348259,"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."}}