{"id":"W4207062489","doi":"10.1016/j.sna.2022.113384","title":"Piezoelectric benders with strain sensing electrodes: Sensor design for position control and force estimation","year":2022,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Actuator; Piezoelectricity; Displacement (psychology); Strain gauge; Resistive touchscreen; Position (finance); Acoustics; Control theory (sociology); Piezoelectric sensor; Position sensor; Voltage; SIGNAL (programming language); Materials science; Engineering; Computer science; Structural engineering; Electrical engineering; Angular displacement; Physics","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":[0.0004967892,0.0004906464,0.0003814228,0.0002088761,0.0001701861,0.0004595292,0.001001566,0.001221894,0.001197955],"category_scores_gemma":[0.0009716802,0.0004641467,0.0001947537,0.0002466878,0.0002739676,0.0007437589,0.0003419107,0.0005896951,0.0005253917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031155,"about_ca_system_score_gemma":0.0003209971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003836058,"about_ca_topic_score_gemma":0.001239519,"domain_scores_codex":[0.9995193,0.00007028915,0.00002670487,0.0001397299,0.0002202173,0.00002378328],"domain_scores_gemma":[0.9993497,0.0001903041,0.000155382,0.00006189865,0.0002109448,0.00003176185],"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":[0.0002653656,0.00006597771,0.000534404,0.0003648195,0.00002549841,0.000116814,0.00007516174,0.01058824,0.888705,0.003936209,0.001013143,0.09430937],"study_design_scores_gemma":[0.0000690279,0.001034678,0.004097454,0.0000756747,0.00006568127,0.001043129,0.0000529691,0.2487914,0.7205688,0.00223771,0.02188283,0.00008064654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03228121,0.001887687,0.9615306,0.0003750729,0.0001176374,0.0001222652,0.0001113611,0.0003530766,0.003221015],"genre_scores_gemma":[0.4348905,0.001734791,0.5503429,0.0003028683,0.0001479737,0.0002063093,0.0001965897,0.00008175238,0.01209628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001221894,"threshold_uncertainty_score":0.004007578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00477649444201014,"score_gpt":0.1905282751773807,"score_spread":0.1857517807353705,"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."}}