{"id":"W3163118519","doi":"10.1080/19475020.2021.1923438","title":"Reluctant warriors: Canadian conscripts and the Great War, studies in Canadian military history","year":2020,"lang":"en","type":"article","venue":"First World War Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Royal Military College of Canada","funders":"","keywords":"Military service; Legislation; Service personnel; Political science; Service (business); Government (linguistics); Law; Military personnel; Public administration; History; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006988504,0.0001994336,0.0004944602,0.0007211433,0.002546929,0.00001990319,0.0003087139,0.00006758435,0.0002508025],"category_scores_gemma":[0.001454373,0.0001915942,0.00008886705,0.0005638517,0.004806286,0.0001918231,0.00007637656,0.0003042892,0.00007647317],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009358444,"about_ca_system_score_gemma":0.003034522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996998,"about_ca_topic_score_gemma":0.9999995,"domain_scores_codex":[0.9980323,0.0002084128,0.0003135054,0.000393396,0.0002644013,0.0007879748],"domain_scores_gemma":[0.9984795,0.0002571091,0.00005395832,0.0001955615,0.0001379753,0.0008758925],"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":[0.00001939934,0.000003207781,0.003441497,0.00006827408,0.0001462284,0.0002270031,0.3626364,0.000003822997,1.54635e-7,0.004511934,0.6284339,0.0005082024],"study_design_scores_gemma":[0.0004263512,0.00001438589,0.00253248,0.00008801039,0.00005148213,0.000001475056,0.05842618,0.000009054478,9.893261e-8,0.0003498142,0.9378828,0.0002178054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01277586,0.7578005,3.295365e-8,0.2005143,0.002031016,0.0005851897,0.00009575383,0.0000549403,0.02614235],"genre_scores_gemma":[0.7895501,0.1700822,0.00003854234,0.01473875,0.0008057554,0.0001452634,0.000006867118,0.00004035746,0.02459225],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7767742,"threshold_uncertainty_score":0.9987516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05450149858527564,"score_gpt":0.2597014747904148,"score_spread":0.2051999762051392,"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."}}