{"id":"W2113257654","doi":"10.1109/icsmc.2007.4413816","title":"Fault detection in spacecraft attitude control system","year":2007,"lang":"en","type":"article","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Residual; Fault detection and isolation; Nonlinear system; Observer (physics); Spacecraft; Linearization; Computer science; Reaction wheel; Benchmark (surveying); Attitude control; State observer; Control engineering; Engineering; Control (management); Algorithm; Actuator; Artificial intelligence; Aerospace engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003831126,0.0001171358,0.0001739932,0.0001702767,0.00002856822,0.0000253806,0.00005910883,0.0001088611,0.00002121856],"category_scores_gemma":[0.00001021201,0.0001100172,0.00005061492,0.0002074131,0.000007077867,0.00007787781,0.000003497261,0.0001342046,0.0002211213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023254,"about_ca_system_score_gemma":0.000003399278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002481848,"about_ca_topic_score_gemma":0.004275068,"domain_scores_codex":[0.9991857,0.00001994873,0.0002765412,0.0001214852,0.0001310544,0.000265278],"domain_scores_gemma":[0.9997115,0.0000407557,0.00001843499,0.0001364194,0.0000199663,0.00007292118],"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":[0.0003245158,0.00009062529,0.01033557,0.0007659899,0.0002929112,0.0002269153,0.000608983,0.1546205,0.7062665,0.002622272,0.0007527327,0.1230925],"study_design_scores_gemma":[0.003357848,0.00005870308,0.01569012,0.0000692823,0.0000139866,0.00008377375,0.001335495,0.9308295,0.02769844,0.000005293155,0.02048035,0.0003772114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4064381,0.0002669183,0.5222981,0.00003209093,0.00204468,0.0005118456,0.000002022633,0.001833939,0.06657238],"genre_scores_gemma":[0.9992705,0.000001851286,0.00004230423,0.00002854595,0.0001474774,0.00002534878,3.495272e-7,0.00002092729,0.0004627258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7762091,"threshold_uncertainty_score":0.4486371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004130598064077813,"score_gpt":0.2009960915265623,"score_spread":0.1968654934624845,"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."}}