{"id":"W7124984482","doi":"10.1109/sensors59705.2025.11330289","title":"Acoustic Steering via Multiaxial Driving: A Study on the Effect of Element Geometry","year":2025,"lang":"","type":"article","venue":"","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Piezoelectricity; Resonance (particle physics); Transducer; Acoustic resonance; Ultrasonic sensor; Range (aeronautics); Electromagnetic acoustic transducer; Finite element method","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003628987,0.0004316912,0.0002663242,0.0001765754,0.0001837301,0.0004794266,0.0004233303,0.0003415875,0.0008950547],"category_scores_gemma":[0.001507061,0.000280658,0.0002022453,0.0001492909,0.0002762877,0.0006549722,0.0003861273,0.0001925661,0.0002424947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442186,"about_ca_system_score_gemma":0.000294956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006014033,"about_ca_topic_score_gemma":0.0009557611,"domain_scores_codex":[0.9997035,0.00004063864,0.00001619274,0.00006014496,0.0001340913,0.00004546054],"domain_scores_gemma":[0.9988035,0.0005874087,0.0002401087,0.0001284423,0.0001897559,0.00005064658],"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":[0.0002049683,0.00007886271,0.002071801,0.0001789879,0.00002023812,0.0002269243,0.0001438846,0.0401104,0.9375244,0.0006466999,0.00006796519,0.01872498],"study_design_scores_gemma":[0.00002707423,0.00128997,0.005525236,0.0000220925,0.00006804327,0.0003298871,0.0002373621,0.2502049,0.7393295,0.000304048,0.002613684,0.00004820989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780448,0.0003472993,0.01930845,0.00005776041,0.00001589862,0.00002292652,0.00002947908,0.0001106101,0.002062875],"genre_scores_gemma":[0.9931118,0.0001563384,0.006312478,0.00001178398,0.000003242074,0.00001130769,0.00001792682,0.00001797066,0.0003571356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008950547,"threshold_uncertainty_score":0.002994239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003380520428701483,"score_gpt":0.2175143575186351,"score_spread":0.2141338370899336,"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."}}