{"id":"W2793090465","doi":"10.1093/obo/9780195399301-0056","title":"Warfare and Military Organizations","year":2010,"lang":"en","type":"reference-entry","venue":"Renaissance and Reformation","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gunpowder; Artillery; Elite; Politics; Revolution in Military Affairs; Military science; Population; Political science; State (computer science); Period (music); Law; Firepower; History; Political economy; Sociology; Ancient history; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001692087,0.0001371051,0.0002215767,0.00006686166,0.001096333,0.00004206462,0.00009950397,0.0006430672,0.00007034867],"category_scores_gemma":[0.000255686,0.0001094889,0.00002934617,0.0002593703,0.0004405312,0.0002648077,0.00004498902,0.0004587256,0.00002502362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009472957,"about_ca_system_score_gemma":0.0002120202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189151,"about_ca_topic_score_gemma":0.002482655,"domain_scores_codex":[0.998999,0.00007122081,0.000216048,0.000179955,0.0002741335,0.000259668],"domain_scores_gemma":[0.9993777,0.00004834739,0.00007300678,0.0001056756,0.0001939783,0.0002013218],"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":[0.00001460096,0.0001203132,0.0008389523,0.001287671,0.00006747822,0.000006596526,0.03991912,0.000001287606,0.00000285898,0.4208674,0.2581849,0.2786888],"study_design_scores_gemma":[0.00007225847,0.00001505455,0.0004698588,0.00010791,0.00002512504,0.000001229263,0.000784583,0.00004221989,5.263489e-7,0.004496085,0.9938108,0.0001743083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006535626,0.01252401,0.0002437377,0.001985356,0.001694225,0.0003852466,0.0002137987,0.0001624995,0.9762555],"genre_scores_gemma":[0.1485775,0.5695812,0.0008941903,0.0006968948,0.004397937,0.00004508811,0.001706523,0.00006895042,0.2740317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7356259,"threshold_uncertainty_score":0.8432217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266504490431701,"score_gpt":0.263113846465388,"score_spread":0.250448801561071,"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."}}