{"id":"W2919670884","doi":"10.3386/w18049","title":"Education and Military Rivalry","year":2012,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Rivalry; Aeronautics; Political science; Psychology; Economics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003567959,0.0001121633,0.0002344746,0.0002985018,0.0004434744,0.00004351008,0.0002973537,0.0002381407,0.0003846636],"category_scores_gemma":[0.0005137147,0.0001202833,0.00006453223,0.0000637411,0.0005892387,0.0001855583,0.0004342259,0.0003837316,0.0001023627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054163,"about_ca_system_score_gemma":0.00293586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008180799,"about_ca_topic_score_gemma":0.002536972,"domain_scores_codex":[0.9984199,0.0002029007,0.0003222941,0.0003264644,0.0004313183,0.0002970678],"domain_scores_gemma":[0.9986048,0.0004658775,0.00009962175,0.0001320888,0.0005709394,0.0001266273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001544031,0.0001274269,0.01683423,0.0001018901,0.0001156798,9.515323e-8,0.009178035,0.00002300276,0.000004298199,0.8690925,0.0970856,0.007421865],"study_design_scores_gemma":[0.0001259675,0.000008888773,0.02998559,0.00005952565,0.000007733503,5.504294e-7,0.006000033,0.00001395313,0.0000152244,0.8520231,0.1115724,0.0001869792],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0771776,0.01016198,0.0000012467,0.004741387,0.0009231438,0.000551255,0.00003308462,0.00001742994,0.9063929],"genre_scores_gemma":[0.9846832,0.005686174,0.0007672364,0.00006440434,0.00152688,0.000141184,0.0001107501,0.000009561203,0.007010648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9075056,"threshold_uncertainty_score":0.9984238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3929583180324793,"score_gpt":0.5527253000361776,"score_spread":0.1597669820036983,"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."}}