{"id":"W2061354452","doi":"10.1115/smasis2012-7999","title":"Control of Oscillations of a Wing Subjected to 3D Unsteady Subsonic Aerodynamic Loads Using Piezoelectric Actuators","year":2012,"lang":"en","type":"article","venue":"Volume 1: Development and Characterization of Multifunctional Materials; Modeling, Simulation and Control of Adaptive Systems; Structural Health Monitoring","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aeroelasticity; Aerodynamics; Cantilever; Actuator; Wing; Aerodynamic force; Vibration control; Vibration; Finite element method; Acoustics; Control theory (sociology); Piezoelectricity; Structural engineering; Mechanics; Engineering; Computer science; Physics; Control (management)","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":[0.0003779356,0.0002572667,0.0007132434,0.0003633376,0.0001643612,0.00002264639,0.00005802232,0.0001245378,0.00001219803],"category_scores_gemma":[0.00004724139,0.0002602941,0.00004135457,0.0002420422,0.0000352759,0.0004484013,0.00001731834,0.00007797471,4.339697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470397,"about_ca_system_score_gemma":0.0001250514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001449851,"about_ca_topic_score_gemma":0.00000417287,"domain_scores_codex":[0.9976308,0.0001327924,0.001403573,0.0001963231,0.0003490971,0.0002873683],"domain_scores_gemma":[0.9984165,0.0001225551,0.0007042944,0.00009537041,0.0005154525,0.0001457772],"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":[0.0004110293,0.00001864193,0.02431424,0.0004887527,0.0001506298,4.419531e-8,0.001093015,0.6486017,0.3218384,0.0001774062,5.412494e-8,0.0029061],"study_design_scores_gemma":[0.001363095,0.00009213381,0.1278083,0.0002676217,0.00004717614,0.00000157441,0.0001534895,0.86699,0.003094433,0.000001960088,0.000005038368,0.000175132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5556617,0.0001204863,0.4431819,0.000004185757,0.0005010653,0.0004243224,0.00008175351,0.00002394517,7.344308e-7],"genre_scores_gemma":[0.9980915,0.00001375498,0.001586182,0.000005970948,0.0001825608,0.00002075444,0.00006559903,0.00002896444,0.000004724966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4424298,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692543366885948,"score_gpt":0.2537588532722187,"score_spread":0.2268334196033592,"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."}}