{"id":"W4406118312","doi":"10.1093/9780198917236.003.0002","title":"Objects of War","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003965051,0.0009181302,0.0002709471,0.0012042,0.004920222,0.006472045,0.0006042807,0.001082571,0.03892076],"category_scores_gemma":[0.000663672,0.0002257258,0.0002053391,0.001056042,0.009191119,0.005724723,0.003181912,0.002819478,0.007230693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004470638,"about_ca_system_score_gemma":0.002015195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003857783,"about_ca_topic_score_gemma":0.007075953,"domain_scores_codex":[0.9995492,0.0001634271,0.00001332512,0.00007013991,0.0001286038,0.0000752429],"domain_scores_gemma":[0.9998311,0.00005504136,0.00001591772,0.00003087546,0.00003197712,0.0000350706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006488198,0.00001039585,0.0000743934,0.00004816015,0.000001187605,0.00008717317,0.007899258,0.00006164672,0.0001135153,0.930593,0.04291123,0.01819352],"study_design_scores_gemma":[0.0000013309,0.000005737426,0.0001172699,0.0001679128,0.000001058426,0.0001068831,0.003799567,0.00002158388,0.00009533185,0.03332847,0.9623519,0.000002914504],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001404708,0.006116764,0.0004789603,0.001084185,0.000551554,0.00001037731,0.0000379616,0.00001884957,0.9902967],"genre_scores_gemma":[0.103776,0.01131096,0.0007488522,0.001357276,0.000625835,0.00005832169,0.000155637,0.0001060338,0.881861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03892076,"threshold_uncertainty_score":0.1302029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377474533805191,"score_gpt":0.2686960105303861,"score_spread":0.2549212651923342,"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."}}