{"id":"W4392089639","doi":"10.51644/9780889207875","title":"Men, Machines, and War","year":2006,"lang":"en","type":"book","venue":"","topic":"Violence, Religion, and Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004263745,0.0002389301,0.0002472708,0.00008692197,0.0002067743,0.00008314619,0.0001069618,0.0001173895,0.002518201],"category_scores_gemma":[0.000001452823,0.0001747185,0.00008074238,0.000004188021,0.0001951887,0.00005656277,0.00003385417,0.0001680051,0.0002883881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001843584,"about_ca_system_score_gemma":0.00004376028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006452801,"about_ca_topic_score_gemma":0.0004394291,"domain_scores_codex":[0.9992973,0.000009618644,0.0001872441,0.00022844,0.0001416891,0.0001356806],"domain_scores_gemma":[0.9996223,0.000023955,0.00006675952,0.0001720478,0.00006743027,0.00004746714],"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":[0.000001610616,0.000005279979,0.000003260516,0.00003573877,0.00001233634,0.000002738188,0.0003518105,4.822261e-8,6.390147e-8,0.4866074,0.5125263,0.0004533973],"study_design_scores_gemma":[0.00007562752,0.00002817863,0.000003022197,0.00004931769,0.00003004602,0.000002146772,0.000008035682,0.000008604607,1.946735e-7,0.3187335,0.6808858,0.0001755358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006899947,0.004004487,0.000001614707,0.0001838572,0.0003022769,0.0001228454,0.00010698,0.00009959547,0.9951714],"genre_scores_gemma":[0.0009358317,0.0006638833,0.000009754669,0.0007230998,0.003439926,0.000005161712,0.0002604575,0.000035064,0.9939268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1683594,"threshold_uncertainty_score":0.9983937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368134996466525,"score_gpt":0.1940881111476654,"score_spread":0.1804067611830002,"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."}}