{"id":"W4310901401","doi":"10.18280/jesa.550510","title":"Using the Model Reduction Techniques to Find the Low-Order Controller of the Aircraft's Angle of Attack Control System","year":2022,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Guidance and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robustness (evolution); Control theory (sociology); Angle of attack; Controller (irrigation); Nonlinear system; Open-loop controller; Control system; Reduction (mathematics); Control engineering; Robust control; Computer science; Engineering; Control (management); Mathematics; Aerodynamics; Aerospace engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003889009,0.0007845983,0.0008349813,0.0005475469,0.0005075589,0.0009212259,0.0005728796,0.000519313,0.00226965],"category_scores_gemma":[0.0008721407,0.0002790156,0.0008734996,0.0003065995,0.0004630995,0.0004863606,0.0004023588,0.001413441,0.0007821941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005020574,"about_ca_system_score_gemma":0.001077998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005400435,"about_ca_topic_score_gemma":0.004039804,"domain_scores_codex":[0.9996504,0.00005896491,0.00001946729,0.0000681734,0.0001740754,0.00002900397],"domain_scores_gemma":[0.9997416,0.00008721929,0.00003347526,0.00003699026,0.00009364369,0.000007011833],"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":[0.0001394985,0.0001186484,0.001186273,0.0007328817,0.0001402699,0.0002394736,0.0003485134,0.6018839,0.09313977,0.03275153,0.002822867,0.2664964],"study_design_scores_gemma":[0.00002625815,0.0001520215,0.000706001,0.00002635969,0.00003907806,0.0001114523,0.00002464608,0.9702309,0.01413688,0.006325644,0.008193724,0.00002707803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005872773,0.0003302952,0.9895554,0.00008293107,0.00006460034,0.00004138982,0.00002427471,0.0004589677,0.003569351],"genre_scores_gemma":[0.6098334,0.001271349,0.377187,0.0001421174,0.0001203715,0.0004075955,0.0003119059,0.0001516656,0.0105747],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005400435,"threshold_uncertainty_score":0.01073802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988807372381658,"score_gpt":0.2429729162803592,"score_spread":0.2230848425565426,"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."}}