{"id":"W3185383467","doi":"10.29173/crossings9","title":"John Boyd and his Gulf War","year":2021,"lang":"en","type":"article","venue":"Crossings An Undergraduate Arts Journal","topic":"Military History and Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Victory; Doctrine; Spanish Civil War; Gulf war; Vietnam War; Swift; Military history; Government (linguistics); Law; Political science; Economic history; History; Ancient history; Philosophy; Politics","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":[0.001166868,0.0004072319,0.0002693466,0.001149543,0.01027821,0.005258221,0.0003758218,0.001750899,0.007794847],"category_scores_gemma":[0.00258742,0.0002498421,0.0001185517,0.000979242,0.007776374,0.004159464,0.003096148,0.005082701,0.001922586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004408855,"about_ca_system_score_gemma":0.004444863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0199828,"about_ca_topic_score_gemma":0.02766473,"domain_scores_codex":[0.9989931,0.0003908702,0.00002154318,0.0001465071,0.0002795441,0.0001684527],"domain_scores_gemma":[0.9991094,0.0003010005,0.00008094113,0.00002838148,0.0001833743,0.0002967813],"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":[0.0000447793,0.00003938505,0.001178187,0.00008596703,0.00000750787,0.0004576126,0.01332094,0.0001473593,0.0001234871,0.4928408,0.4567834,0.03497061],"study_design_scores_gemma":[0.000004171382,0.00001433133,0.0005615842,0.000195003,0.000002225165,0.0002126031,0.006440621,0.00005757234,0.0001204146,0.02269309,0.9696863,0.00001204185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02355029,0.1404502,0.001326537,0.3568311,0.0131361,0.0000187222,0.00006660321,0.00003710047,0.4645833],"genre_scores_gemma":[0.4821555,0.09272035,0.001628264,0.08278571,0.005398178,0.00004077913,0.00005514927,0.0001226571,0.3350934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0199828,"threshold_uncertainty_score":0.03973293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03535451795447837,"score_gpt":0.3097905780079624,"score_spread":0.274436060053484,"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."}}