{"id":"W1577414670","doi":"","title":"Outside the Box: A New Perspective on Operation Windsor—The Rationale Behind the Attack on Carpiquet, 4 July 1944","year":2008,"lang":"en","type":"article","venue":"Canadian military history","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Windsor; Perspective (graphical); Computer science; Computer security; Aeronautics; Operations research; History; Engineering; Environmental science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004608076,0.0001717654,0.0001362074,0.00006183855,0.006535132,0.000007853591,0.0004572802,0.00009156311,0.0004603241],"category_scores_gemma":[0.00033161,0.0001013594,0.0001345805,0.0001111048,0.001303045,0.0001446633,0.00001228357,0.000424617,0.0003757094],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005691291,"about_ca_system_score_gemma":0.003535625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2760863,"about_ca_topic_score_gemma":0.9430277,"domain_scores_codex":[0.9983793,0.0004123037,0.000157511,0.0003064002,0.0004139,0.0003305801],"domain_scores_gemma":[0.9990699,0.0001104141,0.00004293927,0.0003834538,0.0001446889,0.0002486586],"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":[0.00001167515,0.000008747646,0.00002041553,6.85971e-7,0.0000201819,0.00001025989,0.3479581,0.0001756365,0.000002818605,0.007875056,0.6437868,0.0001296703],"study_design_scores_gemma":[0.0001082216,0.00006220306,0.001585848,0.000008457006,0.00001970035,0.000003536019,0.06702666,0.000005307888,0.000001124753,0.0002591514,0.9307871,0.000132632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01106978,0.05428149,0.000006836914,0.2186133,0.002707237,0.001388377,0.00005949321,0.00006481634,0.7118087],"genre_scores_gemma":[0.7410023,0.0004259434,0.00002394704,0.02829428,0.002267388,0.0001266628,0.00001725238,0.00002700006,0.2278153],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7299325,"threshold_uncertainty_score":0.9981257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05804026848410868,"score_gpt":0.2723977340794536,"score_spread":0.2143574655953449,"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."}}