{"id":"W2144881747","doi":"10.1109/acc.2007.4282876","title":"Nonlinear Geometric Approach to Fault Detection and Isolation in an Aircraft Nonlinear Longitudinal Model","year":2007,"lang":"en","type":"article","venue":"Proceedings of the ... American Control Conference/Proceedings of the American Control Conference","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Concordia University","funders":"","keywords":"Nonlinear system; Control theory (sociology); Fault detection and isolation; Linearization; Actuator; Computer science; Position (finance); Fault (geology); Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001514626,0.0008259369,0.00190867,0.001061935,0.0002663823,0.0002825487,0.001680389,0.0001745145,0.000004322963],"category_scores_gemma":[0.0006676376,0.0006425545,0.000362765,0.003579241,0.001156608,0.0007745035,0.0002096736,0.0009482599,0.000003277192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750963,"about_ca_system_score_gemma":0.0001370609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009439417,"about_ca_topic_score_gemma":0.0002482554,"domain_scores_codex":[0.9952037,0.00003126264,0.001576519,0.0009997124,0.00107764,0.001111138],"domain_scores_gemma":[0.9952071,0.0002286954,0.001799288,0.0003864053,0.001945256,0.0004332257],"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":[0.003247317,0.0004811847,0.1213838,0.0003725881,0.0004171972,6.902752e-7,0.001867907,0.009514726,0.8204653,0.001451957,0.00006855407,0.04072878],"study_design_scores_gemma":[0.002976814,0.0009307613,0.08810224,0.0002070882,0.0002225929,0.00003415886,0.004612811,0.8923668,0.009500145,0.0001841106,0.00008576364,0.0007766754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642215,0.00007081328,0.0301216,0.0004482943,0.0002042503,0.001795269,0.00007478505,0.000245262,0.002818225],"genre_scores_gemma":[0.9963692,0.00004480279,0.002667146,0.0003687487,0.0002082602,0.0001722399,0.000001364262,0.0001044587,0.00006377237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8828521,"threshold_uncertainty_score":0.9996026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352284856896746,"score_gpt":0.234762056586437,"score_spread":0.2212392080174695,"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."}}