{"id":"W4382999244","doi":"10.1109/taes.2023.3291351","title":"Distributed Simultaneous Fault Estimation and Cluster Consensus Control of Small Satellites","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Aerospace and Electronic Systems","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Observer (physics); Jacobian matrix and determinant; Topology (electrical circuits); Cluster (spacecraft); Computer science; Control theory (sociology); Network topology; Fault (geology); Mathematics; Algorithm; Applied mathematics; Control (management); Combinatorics; Artificial intelligence; Physics","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":[0.0005084848,0.000282503,0.0004792333,0.0001856774,0.0002089685,0.0001935551,0.0002521518,0.0001642224,0.000001191078],"category_scores_gemma":[0.00003941837,0.0002635469,0.00008504841,0.0005934921,0.00009392877,0.0001058007,0.00000408196,0.0002361878,0.00003234713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182573,"about_ca_system_score_gemma":0.00009283023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002419224,"about_ca_topic_score_gemma":0.00009966581,"domain_scores_codex":[0.9978623,0.0002212265,0.0004947812,0.0005129686,0.0002930761,0.0006155829],"domain_scores_gemma":[0.9980039,0.001028339,0.0002181529,0.0004501238,0.0001476015,0.0001518948],"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":[0.0002430448,0.0001837208,0.000130242,0.0003967682,0.0004831667,0.00003609617,0.000828388,0.94559,0.01943665,0.00391091,0.0002352411,0.02852581],"study_design_scores_gemma":[0.002207456,0.0003240156,0.00006301737,0.0001082121,0.0000620206,0.00009397339,0.0001623741,0.9939437,0.002189162,0.00006757323,0.0005240165,0.0002544674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1200497,0.0008042906,0.8767294,0.0007142284,0.0004202975,0.0007990354,0.00017004,0.0002956783,0.00001732247],"genre_scores_gemma":[0.9991067,0.000185204,0.0001825004,0.00003991774,0.00002312703,0.00009736171,0.00001411761,0.00002056898,0.000330526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.879057,"threshold_uncertainty_score":0.9999817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000707432806294,"score_gpt":0.2229320521193361,"score_spread":0.2129249777912731,"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."}}