{"id":"W7002149725","doi":"","title":"Medicine and duty the World War I memoir of Catain Harold W. McGill, Medical officer, 31st Battalion C.E.F.","year":2007,"lang":"en","type":"article","venue":"","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Memoir; Duty; World War II; First world war; History of medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001542132,0.000108533,0.0001945804,0.0001609158,0.0004458014,0.000005142651,0.0001788723,0.00005084476,0.02224675],"category_scores_gemma":[0.0003422427,0.00005837792,0.00003190584,0.0001311217,0.001294647,0.0001026156,0.00004796478,0.0002303208,0.00002660835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002161536,"about_ca_system_score_gemma":0.00003001381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005971446,"about_ca_topic_score_gemma":0.01176396,"domain_scores_codex":[0.9986507,0.00003908287,0.0004660268,0.0001501438,0.0005077819,0.0001862094],"domain_scores_gemma":[0.9990194,0.0004271716,0.00009895275,0.0001998363,0.0001170043,0.0001375987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001843602,0.00005345893,0.00002855541,0.00002922591,0.00001768004,0.000004708937,0.003329926,6.318981e-8,0.00004364409,0.6806305,0.3100148,0.005829054],"study_design_scores_gemma":[0.0003738012,0.00007730737,0.0002157582,0.00006204315,0.00002117265,0.000004581324,0.003650927,0.00004749737,0.000176345,0.0008639818,0.994427,0.0000796272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02599943,0.0007131737,0.0002264562,0.03573919,0.001252952,0.0002328412,0.00003427707,0.00008633723,0.9357153],"genre_scores_gemma":[0.9323447,0.00006886107,0.0000447325,0.008963102,0.001061695,0.000005460014,0.00003786314,0.00001307101,0.0574605],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9063453,"threshold_uncertainty_score":0.9786471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05213676195020412,"score_gpt":0.2788373308009761,"score_spread":0.226700568850772,"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."}}