{"id":"W2892168612","doi":"10.3138/9781442620193","title":"Surviving Trench Warfare","year":2014,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trench; History; Computer science; Materials science; Nanotechnology","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":[0.0008124939,0.0006928846,0.0003293702,0.001120219,0.009780209,0.006903054,0.001016311,0.001310005,0.01777094],"category_scores_gemma":[0.001211361,0.0001729551,0.0002593684,0.001428744,0.006884762,0.003000462,0.002701032,0.002148338,0.003948725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01667044,"about_ca_system_score_gemma":0.01782778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4204678,"about_ca_topic_score_gemma":0.6666031,"domain_scores_codex":[0.9989755,0.0001324836,0.00001154365,0.00008002564,0.0005060598,0.0002943862],"domain_scores_gemma":[0.99961,0.00005063921,0.00001640425,0.00002844915,0.0001722273,0.0001223042],"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":[0.00001235469,0.000012022,0.0003226066,0.0001275538,0.000005989639,0.0002756192,0.02410556,0.0001748155,0.0001921297,0.2972259,0.5794597,0.09808571],"study_design_scores_gemma":[6.646321e-7,0.000003788519,0.0002460532,0.0000823474,0.000001374528,0.00006001572,0.004853221,0.00001251606,0.00004623665,0.004757184,0.9899329,0.000003681885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006316163,0.04514346,0.0005448747,0.02315075,0.004867623,0.00001871858,0.0001524569,0.00008849779,0.9197175],"genre_scores_gemma":[0.08069976,0.03562146,0.0008232713,0.005752641,0.001107593,0.00001986498,0.0002727565,0.0001308285,0.8755718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4204678,"threshold_uncertainty_score":0.8360407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811434555984418,"score_gpt":0.23267004073064,"score_spread":0.2145556951707959,"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."}}