{"id":"W2883954729","doi":"10.3138/cjh.ach.53.2.rev21","title":"<i>Filling the Ranks: Manpower in the Canadian Expeditionary Force, 1914–1918</i> by Richard Holt","year":2018,"lang":"en","type":"article","venue":"Journal of History","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Political science; Economic history; Law and economics; Political economy; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001739504,0.00006935692,0.0001223247,0.000421614,0.001466317,0.0001089537,0.0005876346,0.00008946052,0.001411339],"category_scores_gemma":[0.0001454263,0.00005600948,0.0001172684,0.0001893031,0.001166396,0.0003152854,0.000008268553,0.0004035383,0.00007609509],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004620973,"about_ca_system_score_gemma":0.002613562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7627158,"about_ca_topic_score_gemma":0.9932979,"domain_scores_codex":[0.9985636,0.0002462216,0.0002716766,0.0000881636,0.0005488023,0.0002815503],"domain_scores_gemma":[0.9991637,0.0001190418,0.0002105664,0.0001466883,0.0001645519,0.0001954877],"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":[0.000008357634,0.00001481456,0.00008917927,0.00000186501,0.000007209473,0.00006621693,0.03514078,0.000001018132,0.00002391636,0.001197103,0.9628495,0.0006000187],"study_design_scores_gemma":[0.0001498892,0.00003719747,0.0007343336,0.0000175037,0.00001451562,0.0000277908,0.003885251,0.000001258222,0.000001123549,0.0004266499,0.9946287,0.00007578091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04877536,0.02931691,0.00005972707,0.03438554,0.01296141,0.0003949681,0.00005344187,0.00001926576,0.8740334],"genre_scores_gemma":[0.9487323,0.0006054096,0.00004857854,0.01145806,0.00392047,0.000008272695,0.000003075185,0.0000180462,0.03520584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8999569,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498659020506116,"score_gpt":0.2253380274926057,"score_spread":0.2103514372875445,"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."}}