{"id":"W2316890978","doi":"10.2514/6.2002-4473","title":"Robust Flight Control: A Distributed Simulation Implementation","year":2002,"lang":"en","type":"article","venue":"AIAA Modeling and Simulation Technologies Conference and Exhibit","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Robustness (evolution); Computer science; Benchmark (surveying); Control engineering; Robust control; Flight simulator; Control system; Simulation; Engineering","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":[0.0001240325,0.0002198573,0.0002679056,0.0001620888,0.0001829176,0.0001940161,0.00007929021,0.0002070321,0.00005740898],"category_scores_gemma":[0.00004743864,0.000209654,0.00003884963,0.000165474,0.00004478216,0.0004352695,0.00002572259,0.0001449373,0.00001209586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003182862,"about_ca_system_score_gemma":0.000004780865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002324592,"about_ca_topic_score_gemma":0.00001196584,"domain_scores_codex":[0.9988559,0.00002581871,0.0004173002,0.000283434,0.0001598854,0.0002576767],"domain_scores_gemma":[0.9994375,0.0001129411,0.00006584622,0.0002022197,0.0001302299,0.00005130732],"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":[0.000007866395,0.000006179589,0.0006008662,0.0000225548,0.00002202628,7.561023e-7,0.0001579958,0.9370771,0.0002927915,0.0005484999,0.00001804517,0.0612453],"study_design_scores_gemma":[0.001164084,0.00003859294,0.0001429233,0.00003164843,0.00002901847,0.000001545737,0.0008200185,0.9959316,0.00008066381,0.001110987,0.0004057477,0.000243125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3414219,0.0007791147,0.6554533,0.0002647626,0.00006166229,0.0003344517,0.0000241163,0.001301259,0.0003594716],"genre_scores_gemma":[0.9993076,0.0003174946,0.0001988828,0.00002510743,0.00002843768,0.00002881514,0.00005052139,0.00001987084,0.00002330882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6578857,"threshold_uncertainty_score":0.8549442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04248213380994682,"score_gpt":0.2469149346337381,"score_spread":0.2044328008237913,"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."}}