{"id":"W2582239559","doi":"10.33137/pbsc.v53i2.22555","title":"Behind the Lines: War Books of the Canadian Army Medical Corps, 1914 - 1918 (pp 233-260)","year":2016,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Spanish Civil War; First world war; World War II; History; Political science; Law; Art; Literature; Ancient history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006384414,0.0001495622,0.0002565046,0.0002002166,0.000927874,0.00001234706,0.00108248,0.0001377838,0.002380697],"category_scores_gemma":[0.0002812844,0.00006077993,0.0004975767,0.001149991,0.004094439,0.00005084199,0.00009680747,0.0003615904,5.4233e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006673428,"about_ca_system_score_gemma":0.001936067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9027121,"about_ca_topic_score_gemma":0.9926762,"domain_scores_codex":[0.9975908,0.0001076149,0.0005072179,0.00015919,0.00130979,0.0003254188],"domain_scores_gemma":[0.9982892,0.000424521,0.0002871468,0.0004910867,0.0002611125,0.0002469215],"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":[0.00001069795,0.00004340129,0.004422088,0.00006770175,0.0002146497,6.645717e-7,0.002006429,7.753671e-7,0.0002385319,0.0489963,0.9426879,0.001310901],"study_design_scores_gemma":[0.0002945257,0.00003309991,0.006650162,0.0001690414,0.00005566204,0.000001733552,0.0009990101,0.00001622024,0.0001743496,0.001293918,0.9902011,0.0001112111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2813852,0.003742619,0.00001118454,0.4494267,0.005654468,0.001410749,0.001754591,0.00004877828,0.2565657],"genre_scores_gemma":[0.989206,0.0003415075,0.0000103168,0.007676152,0.0002575911,0.00001188895,0.000003166057,0.00001237039,0.002481004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7078208,"threshold_uncertainty_score":0.9986159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473198073048958,"score_gpt":0.1924716019125779,"score_spread":0.1777396211820883,"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."}}