{"id":"W1528877777","doi":"10.1002/0471216275.esm082","title":"Truss Structures with Piezoelectric Actuators and Sensors","year":2002,"lang":"en","type":"other","venue":"","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; BAH Enterprises (Canada); University of Waterloo","funders":"","keywords":"Truss; Actuator; Finite element method; Piezoelectricity; Control theory (sociology); Vibration control; Modal; Vibration; Piezoelectric sensor; Flexibility (engineering); Controller (irrigation); Engineering; Active vibration control; Smart material; Modal analysis; Control engineering; Computer science; Structural engineering; Acoustics; Control (management); Materials science; Physics; Mathematics; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001306619,0.0003009754,0.0002126768,0.0002858669,0.0001321894,0.0001971504,0.000575754,0.0003329663,0.0007833843],"category_scores_gemma":[0.0003472392,0.0001545808,0.0001161858,0.0001481445,0.0004640619,0.000337895,0.000369273,0.0002057212,0.0002220794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416436,"about_ca_system_score_gemma":0.0001650557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006213629,"about_ca_topic_score_gemma":0.0007343828,"domain_scores_codex":[0.9997543,0.00002037021,0.000009734161,0.00002773713,0.0001766974,0.0000111362],"domain_scores_gemma":[0.9997442,0.00004041728,0.00007504021,0.0000524229,0.00007353745,0.00001434333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000126267,0.00007757519,0.001120244,0.0001956691,0.00002535831,0.0003572544,0.0001010328,0.1410954,0.7850311,0.007996624,0.0003876252,0.06348594],"study_design_scores_gemma":[0.00006256683,0.000780188,0.004900129,0.00004521332,0.00003892665,0.0007435379,0.00005919337,0.6344276,0.3420259,0.007422637,0.009458795,0.00003527627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5448959,0.0006175465,0.4378866,0.0002095145,0.00006204252,0.0000940216,0.00009743174,0.000643539,0.01549342],"genre_scores_gemma":[0.9542871,0.000190113,0.04181045,0.00003427918,0.00001044535,0.00003338871,0.00004952796,0.00000917821,0.003575499],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0007833843,"threshold_uncertainty_score":0.002620697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004197591978186411,"score_gpt":0.1639313480729621,"score_spread":0.1597337560947757,"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."}}