{"id":"W4363610449","doi":"10.20955/wp.2023.007","title":"On the Economic Mechanics of Warfare","year":2023,"lang":"en","type":"report","venue":"","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Mechanics; Physics","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":[0.0009362485,0.0004427765,0.0005534131,0.0008406487,0.0006098188,0.002529666,0.000566202,0.0009730806,0.01432586],"category_scores_gemma":[0.005197681,0.0003399806,0.0004856252,0.001266686,0.001799628,0.003444506,0.0007584809,0.001589188,0.001050042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660549,"about_ca_system_score_gemma":0.0009353685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007176664,"about_ca_topic_score_gemma":0.003879747,"domain_scores_codex":[0.9997595,0.0001108753,0.000007374501,0.00003888753,0.00004247688,0.00004090006],"domain_scores_gemma":[0.9980831,0.001472635,0.0001759636,0.00008900784,0.0001044256,0.00007478947],"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":[0.00002186418,0.00004164508,0.003561782,0.00005040026,0.00001829236,0.00009722422,0.00008111759,0.07774501,0.0001531684,0.9027395,0.005021325,0.01046862],"study_design_scores_gemma":[0.00001580685,0.00002789425,0.006916984,0.00004611277,0.00001337311,0.00005863814,0.0001581111,0.06712034,0.00008522975,0.9183258,0.007216165,0.0000154305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4049614,0.01814973,0.1623308,0.03550825,0.0004501381,0.0002372029,0.002730069,0.0002149294,0.3754175],"genre_scores_gemma":[0.9632496,0.009530628,0.003711731,0.0004534817,0.0003014063,0.0000995116,0.0003469173,0.00003641971,0.02227041],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01432586,"threshold_uncertainty_score":0.04792476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1919927342787217,"score_gpt":0.3057325058970495,"score_spread":0.1137397716183277,"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."}}