{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001264606,0.0002355571,0.0001818625,0.0002868532,0.000148745,0.0001284046,0.0001371256,0.0001637491,0.000879805],"category_scores_gemma":[0.00001699641,0.0002582335,0.0001440014,0.000338941,0.00001449035,0.0001883073,0.00002752073,0.0001144552,0.00004458115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105487,"about_ca_system_score_gemma":0.00002271132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629425,"about_ca_topic_score_gemma":0.0001393393,"domain_scores_codex":[0.9989417,0.00001738069,0.0003323798,0.0002983616,0.0001031009,0.0003071135],"domain_scores_gemma":[0.9995258,0.00007230168,0.00003193137,0.000248804,0.00007811976,0.00004306514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002966711,0.0000527616,0.0002312185,0.0008797446,0.0001219927,6.731846e-7,0.00003461737,0.6946367,0.00006538849,0.0005186884,0.02187095,0.2815576],"study_design_scores_gemma":[0.001093099,0.0000631308,0.0004046218,0.00009709962,0.0001344021,4.865223e-8,0.00002663079,0.9322621,0.004784646,0.00009906476,0.06079861,0.0002365942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002469639,0.0001010193,0.9812739,0.002413364,0.001798907,0.0008859379,0.000008971168,0.0004636759,0.01280728],"genre_scores_gemma":[0.9828163,0.00003282876,0.004704429,0.002130956,0.0001461812,0.0001340704,0.0000557965,0.00003602305,0.009943435],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9825693,"threshold_uncertainty_score":0.999987,"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."}}