{"id":"W4409310499","doi":"10.1109/taes.2025.3556810","title":"Comprehensive Track Unswappinng for Improved Tracker Performance","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Aerospace and Electronic Systems","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Radar tracker; Computer science; Track (disk drive); Radar; Telecommunications","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":[0.0001186594,0.0002227404,0.0003999254,0.0001304215,0.0002678784,0.00004570527,0.0000669758,0.0001351743,0.00001578945],"category_scores_gemma":[0.000001176109,0.0001919906,0.000118368,0.0002173297,0.00007074892,0.00009486207,7.320348e-7,0.0003417954,0.000007388346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349953,"about_ca_system_score_gemma":0.0001749791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005938555,"about_ca_topic_score_gemma":0.00003523783,"domain_scores_codex":[0.998781,0.00001293528,0.0002969845,0.0003296999,0.00009654385,0.0004827832],"domain_scores_gemma":[0.9993944,0.000053261,0.00006634954,0.0002826678,0.0001213394,0.0000820046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03111115,0.004000192,0.00525937,0.02333081,0.00756387,0.00002425141,0.006433894,0.01657491,0.2532896,0.007654695,0.04536906,0.5993882],"study_design_scores_gemma":[0.01377816,0.007802309,0.00654358,0.002213049,0.001040231,0.0003778209,0.002166199,0.1314467,0.0965155,0.00004852589,0.7368743,0.001193624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865921,0.002481564,0.1051675,0.00180402,0.001381055,0.0016461,0.00003106636,0.0001252535,0.0007713412],"genre_scores_gemma":[0.9816952,0.001506932,0.00007674527,0.0005181846,0.0001007291,0.0002187768,0.000006316455,0.00002366224,0.01585348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6915052,"threshold_uncertainty_score":0.7829151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039008661997453,"score_gpt":0.2631770406290271,"score_spread":0.2527869540090525,"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."}}