{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00000792928,0.000194583,0.0001865056,0.0001369818,0.00001827604,0.00002996499,0.00004401445,0.0001696889,0.005172517],"category_scores_gemma":[0.000004729817,0.0001408742,0.00001630344,0.0000878233,0.0000220489,0.00002576019,0.000006077001,0.00013718,0.00004503733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001008698,"about_ca_system_score_gemma":0.00000446324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000015748,"about_ca_topic_score_gemma":0.00006978783,"domain_scores_codex":[0.9995634,0.000006716263,0.00007142646,0.0001266403,0.00008880757,0.0001429945],"domain_scores_gemma":[0.9997927,0.00002418544,0.00002073387,0.0001006654,0.000004847545,0.00005689565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001124321,0.000008995348,0.000056905,0.0001977414,0.0003494044,0.00001657299,0.0001166877,0.00385288,0.00001325311,0.004297588,0.8841481,0.1069306],"study_design_scores_gemma":[0.001580464,0.0001897429,0.000120182,0.0001089536,0.0002005187,0.00005675484,0.00004859044,0.2422384,0.0001822792,0.0002060655,0.7537583,0.001309833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001484151,0.0005686526,0.1830197,0.00002029259,0.0001092854,0.0001786458,0.00001302612,0.0008255579,0.8151164],"genre_scores_gemma":[0.4048119,0.0003905086,0.002619718,0.00007413911,0.000371943,0.00001055566,0.000009418952,0.0005251057,0.5911867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4046635,"threshold_uncertainty_score":0.9957369,"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."}}