{"id":"W2058730537","doi":"10.1115/imece2003-41085","title":"Adaptive Vibration Control of Flexible Plate Structures With Actuator Placement Optimization","year":2003,"lang":"en","type":"article","venue":"Aerospace","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Controllability; Vibration control; Actuator; Control theory (sociology); Vibration; Finite element method; Active vibration control; Reduction (mathematics); Genetic algorithm; Computer science; Engineering; Structural engineering; Acoustics; Control (management); Mathematics","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":[0.00005321709,0.0001275666,0.0001539161,0.00003696883,0.00005009905,0.00002259709,0.00004479774,0.00006063268,0.0002376012],"category_scores_gemma":[0.00002119467,0.0001112249,0.00002297056,0.000118231,0.00002739652,0.0002148013,0.000002961004,0.00007328598,0.000006500092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000382704,"about_ca_system_score_gemma":0.00002832212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003719055,"about_ca_topic_score_gemma":0.00001060106,"domain_scores_codex":[0.9994183,0.00002652387,0.0001482501,0.0001128399,0.0001479519,0.0001461978],"domain_scores_gemma":[0.9996474,0.00006040466,0.00006146327,0.0001182927,0.00006233986,0.00005011182],"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":[0.00009527842,0.00001119401,0.0001030405,0.00001011097,0.00007358081,5.599665e-7,0.0002277507,0.9840553,0.002701668,0.01250648,0.0001632336,0.00005178279],"study_design_scores_gemma":[0.00344757,0.00044896,0.0005572869,0.00003400949,0.00008515505,0.000004830652,0.0006634874,0.9117432,0.08229794,0.0001140533,0.0002897279,0.0003137991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01314182,0.00008159473,0.9846512,0.00003499305,0.0001200131,0.0002773457,0.00001286906,0.000133568,0.00154657],"genre_scores_gemma":[0.9788306,0.000007315567,0.02092196,0.00004216758,0.00002294037,0.00002494266,0.000007961795,0.00002075756,0.000121355],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9656888,"threshold_uncertainty_score":0.453562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007202348408146643,"score_gpt":0.1888571268618676,"score_spread":0.181654778453721,"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."}}