{"id":"W7123665694","doi":"10.1109/ictbig68706.2025.11323932","title":"AI Based Pattern Detection for Fighter's Aircraft","year":2025,"lang":"","type":"article","venue":"","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Identification (biology); Camouflage; Upload; Aviation; Civil aviation; Avionics","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":[0.0003145462,0.0004765215,0.0003374078,0.0007280206,0.0002100356,0.0004603055,0.0007575571,0.0004533785,0.001441165],"category_scores_gemma":[0.0009931708,0.0001962317,0.0003681837,0.0004956026,0.0001839574,0.0005869368,0.0003988344,0.0005369841,0.0003748666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004669945,"about_ca_system_score_gemma":0.0004093173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014628,"about_ca_topic_score_gemma":0.01006364,"domain_scores_codex":[0.9998356,0.00002195501,0.00001008352,0.00006217398,0.00004577571,0.00002432818],"domain_scores_gemma":[0.9997382,0.00009511423,0.00003601192,0.00003175378,0.00008638193,0.00001252261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003073531,0.0002052527,0.01072982,0.0001431969,0.0001065594,0.0001772848,0.0000653234,0.444916,0.02535663,0.00231856,0.003417255,0.5122567],"study_design_scores_gemma":[0.0000022412,0.00003720757,0.001426597,0.000003723314,0.000006313194,0.00002138182,0.000007704931,0.9952062,0.002302273,0.0005497991,0.0004331407,0.000003422311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.279944,0.001311561,0.7084172,0.0004258357,0.000216373,0.0001273633,0.0006093117,0.002688881,0.00625955],"genre_scores_gemma":[0.890784,0.000419703,0.1018336,0.0001175523,0.00003488446,0.00007747705,0.0008955462,0.00005483743,0.005782339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01014628,"threshold_uncertainty_score":0.02017444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005265752768609364,"score_gpt":0.2160194791925681,"score_spread":0.2107537264239587,"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."}}