{"id":"W2060338084","doi":"10.1155/2014/472395","title":"Actuator Fault Diagnosis in a Boeing 747 Model via Adaptive Modified Two-Stage Kalman Filter","year":2014,"lang":"en","type":"article","venue":"International Journal of Aerospace Engineering","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Langley Research Center; National Aeronautics and Space Administration","keywords":"Control theory (sociology); Actuator; Kalman filter; Nonlinear system; Fault (geology); Fault detection and isolation; Engineering; Control engineering; Computer science; Control (management); Artificial intelligence","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":[0.0003326775,0.0006343152,0.0009598141,0.0004049603,0.0005651237,0.0007654604,0.0007720341,0.001163447,0.001783086],"category_scores_gemma":[0.0007386415,0.0004281762,0.0006237163,0.0002710497,0.0006439203,0.0005506155,0.0005967891,0.0008556283,0.0003149744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008125726,"about_ca_system_score_gemma":0.0008701063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06524432,"about_ca_topic_score_gemma":0.03754093,"domain_scores_codex":[0.9998084,0.00003250152,0.00001182532,0.00005908479,0.00005675273,0.00003155218],"domain_scores_gemma":[0.9997017,0.000118558,0.00006374434,0.00001655052,0.00008864106,0.00001073284],"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":[0.00007565385,0.00001670278,0.001017969,0.0000372487,0.00002511153,0.00008725594,0.00005882249,0.988354,0.002674614,0.001386946,0.0001667641,0.006098835],"study_design_scores_gemma":[0.000005730333,0.00001968316,0.000353294,0.000002394743,0.000006543459,0.000005581294,0.0000036858,0.9990845,0.0002233337,0.0001854479,0.000105484,0.00000433852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2434492,0.0005521892,0.7469891,0.0003421911,0.00008202645,0.00009900338,0.0003399455,0.001232796,0.006913452],"genre_scores_gemma":[0.9855586,0.0001223548,0.00974487,0.00002766587,0.00001076824,0.00008426681,0.0001368301,0.00002179852,0.004292784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06524432,"threshold_uncertainty_score":0.1297291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009896752924218318,"score_gpt":0.2268860566229396,"score_spread":0.2169893036987212,"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."}}