{"id":"W4385599014","doi":"10.59962/9780774860161","title":"The Empire on the Western Front","year":2019,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empire; Front (military); Ancient history; History; Geography; Geology; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001982944,0.0002808786,0.0002058861,0.0009171015,0.00424285,0.004852679,0.0001993794,0.0005253647,0.01107402],"category_scores_gemma":[0.0003232583,0.0001560445,0.00009231931,0.001530176,0.004394408,0.001406056,0.001183589,0.001407113,0.002278144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00550778,"about_ca_system_score_gemma":0.004101103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1908614,"about_ca_topic_score_gemma":0.3981467,"domain_scores_codex":[0.9997618,0.000059837,0.00000542734,0.00002584867,0.00006142206,0.00008575538],"domain_scores_gemma":[0.9998847,0.00002361334,0.00000763844,0.00001677219,0.00003804983,0.00002920065],"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":[0.00005552666,0.0000423876,0.002305082,0.000132599,0.000007905529,0.000692642,0.03762525,0.0002130532,0.0006927464,0.7032025,0.1566534,0.09837681],"study_design_scores_gemma":[0.000003409689,0.000006892335,0.003435662,0.0001934533,0.000002168079,0.0001137879,0.004765648,0.00005582677,0.00007069749,0.00707098,0.9842775,0.000003869219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01399821,0.009521995,0.0001672355,0.002674617,0.0002146559,0.000005291213,0.00002640872,0.00001247156,0.9733791],"genre_scores_gemma":[0.2733618,0.01346148,0.0004261598,0.002144082,0.0002338323,0.00001748902,0.00009193266,0.0000752694,0.7101879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1908614,"threshold_uncertainty_score":0.3795009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788943834882696,"score_gpt":0.1592383360133441,"score_spread":0.1313488976645171,"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."}}