{"id":"W7124455713","doi":"10.52202/083087-0103","title":"Robust TLE Outlier Detection Algorithm with Manoeuvre Detection Capabilities","year":2025,"lang":"","type":"article","venue":"","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Canadian Military Institute","funders":"","keywords":"Anomaly detection; Outlier; Pattern recognition (psychology); Noise (video); Robustness (evolution)","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":[0.0009856753,0.0008842006,0.001447019,0.001472368,0.0005263067,0.001169985,0.001982793,0.001290389,0.002324105],"category_scores_gemma":[0.003864582,0.0003548833,0.0009023546,0.001273265,0.0005401698,0.00155568,0.001963991,0.00145502,0.001766784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308541,"about_ca_system_score_gemma":0.0007510726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175914,"about_ca_topic_score_gemma":0.001718545,"domain_scores_codex":[0.9984282,0.0001333155,0.00009834833,0.00029617,0.0008909515,0.0001530261],"domain_scores_gemma":[0.9982063,0.0002296893,0.0001852389,0.0003662065,0.0009302516,0.00008221816],"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":[0.000699109,0.000320505,0.005473616,0.0001603394,0.0001504766,0.0004685532,0.0001498431,0.07501767,0.1095948,0.007333345,0.006725844,0.793906],"study_design_scores_gemma":[0.00002696672,0.0001790314,0.001518226,0.00001092063,0.00002935792,0.0004533409,0.00004181885,0.9417951,0.04770054,0.002553634,0.005651376,0.00003975871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009746468,0.00009702037,0.9870955,0.00009338601,0.00007602148,0.00002968669,0.00006464423,0.002116629,0.0006807026],"genre_scores_gemma":[0.3312052,0.0001470198,0.6609031,0.0001855908,0.0001193957,0.0001155365,0.0006767379,0.0002902488,0.006357115],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002324105,"threshold_uncertainty_score":0.007774889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117027231837724,"score_gpt":0.2212152678914489,"score_spread":0.2100449955730717,"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."}}