{"id":"W2625020463","doi":"10.1109/tcst.2017.2707378","title":"Aircraft Fault Accommodation With Consideration of Actuator Control Authority and Gyro Availability","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Actuator; Control theory (sociology); Observer (physics); Fault tolerance; Nonlinear system; Fault (geology); Computer science; Engineering; Control (management); Control engineering; Reliability engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003855215,0.0002980313,0.0006966355,0.0003242363,0.0004829151,0.0001317762,0.000237517,0.0004626681,0.00001466031],"category_scores_gemma":[0.00005074471,0.0002667766,0.00008231952,0.0001009794,0.0003013739,0.0003248438,0.000001307976,0.0004247228,0.000019835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173032,"about_ca_system_score_gemma":0.00004346021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002248274,"about_ca_topic_score_gemma":0.0009168154,"domain_scores_codex":[0.9984088,0.0001048204,0.0005930465,0.0003660421,0.0002321931,0.000295085],"domain_scores_gemma":[0.9983963,0.000177436,0.0002065047,0.0009106679,0.0002151904,0.00009387714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003085379,0.0009198145,0.01628689,0.001943454,0.004258709,0.00006186124,0.0007532671,0.3662967,0.5066115,0.005104895,0.0005488326,0.09412866],"study_design_scores_gemma":[0.01631599,0.001061365,0.005227614,0.0002863847,0.0004033966,0.0002417293,0.0005536304,0.9450966,0.02772295,0.0002032452,0.002048588,0.0008385445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4178199,0.0001671869,0.5778782,0.0006010478,0.001080041,0.001292359,0.000126422,0.0007410294,0.0002937827],"genre_scores_gemma":[0.999275,0.00001799743,0.00009327726,0.00001897297,0.00005193127,0.0004380778,0.000001070051,0.00003741606,0.00006627887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.581455,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008669018051429087,"score_gpt":0.2225245226435821,"score_spread":0.213855504592153,"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."}}