{"id":"W2079336873","doi":"10.1177/1045389x06061130","title":"The Coupled Dynamic Behavior of Piezoelectric Sensors Bonded to Elastic Media","year":2006,"lang":"en","type":"article","venue":"Journal of Intelligent Material Systems and Structures","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Piezoelectricity; Piezoelectric sensor; Materials science; Finite element method; Stiffness; Acoustics; Coupling (piping); Deformation (meteorology); Structural engineering; Fourier transform; Transformation (genetics); Sensitivity (control systems); Plane (geometry); Electronic engineering; Engineering; Composite material; Geometry; Mathematical analysis; Physics; 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":[0.0002151138,0.0001096461,0.000222401,0.00008681606,0.00005581469,0.0001017628,0.00009336546,0.00005376531,0.00001106115],"category_scores_gemma":[0.00004663335,0.00006679581,0.00004457567,0.00007591745,0.00002175997,0.00003220392,0.000009257245,0.00007979775,6.392503e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004527485,"about_ca_system_score_gemma":0.00001362024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005636566,"about_ca_topic_score_gemma":0.00001272563,"domain_scores_codex":[0.9989806,0.00002275266,0.0005761628,0.00005548607,0.0002121835,0.0001527498],"domain_scores_gemma":[0.9994909,0.00008738461,0.0001812532,0.00006887832,0.0001197377,0.00005182296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001754919,0.00001833841,0.0001740805,0.0001810983,0.0000886612,0.00001809111,0.0002243894,0.09243267,0.8988157,0.002662655,0.0003792327,0.004829622],"study_design_scores_gemma":[0.003333799,0.002104867,0.07616676,0.001049113,0.00115906,0.002851871,0.002637806,0.4583896,0.434642,0.01067514,0.005150638,0.001839381],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896528,0.00099597,0.007015584,0.000009770689,0.002119629,0.0001637432,0.00001756834,0.000009799498,0.00001510677],"genre_scores_gemma":[0.9994026,0.0001549072,0.0001487245,0.000001264553,0.000259148,0.000003142065,0.000002539836,0.00001420461,0.00001345908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4641736,"threshold_uncertainty_score":0.2723854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00435893645121865,"score_gpt":0.2003494938053018,"score_spread":0.1959905573540832,"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."}}