{"id":"W2426069410","doi":"10.1007/978-3-319-23853-1_2","title":"Piezoelectric Motor Technology: A Review","year":2015,"lang":"en","type":"review","venue":"","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Miniaturization; Ultrasonic motor; Piezoelectric motor; Piezoelectricity; Actuator; Quasistatic process; Engineering; Converse; Electrical engineering; Power (physics); Electronic engineering; Mechanical engineering; Control engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002523771,0.0005808881,0.002605257,0.0005591114,0.00002576558,0.00002187593,0.0006045874,0.0005476465,0.0001861183],"category_scores_gemma":[0.00008569457,0.0004242252,0.000446245,0.002088409,0.00001830946,0.00005377008,0.00004170887,0.0007234458,0.001210508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216348,"about_ca_system_score_gemma":0.0002704143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001214865,"about_ca_topic_score_gemma":4.728493e-7,"domain_scores_codex":[0.9982783,0.00003163959,0.0006320134,0.0003162318,0.0002262051,0.0005156496],"domain_scores_gemma":[0.9990023,0.00004354665,0.0001010915,0.0006285563,0.00007153409,0.0001529266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.155049e-7,0.000005626863,1.38077e-8,0.0248261,0.0001279131,0.000008316495,3.015659e-7,5.90509e-8,1.148502e-8,0.0001793838,0.07354166,0.9013105],"study_design_scores_gemma":[0.00006434397,0.0000392505,1.013647e-9,0.01517169,0.0008748697,0.00009781685,2.517898e-7,0.0007178799,2.812025e-8,0.0001149794,0.9824614,0.0004574712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.388667e-9,0.971351,0.004621707,0.00002398626,0.0001970117,0.001221958,0.00001315837,0.001415323,0.02115581],"genre_scores_gemma":[0.00000198811,0.9970326,0.0001470118,0.0001035465,0.0001695372,0.0006378352,0.00002486606,0.0001277756,0.001754836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9089198,"threshold_uncertainty_score":0.9998209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191658379197738,"score_gpt":0.2729010571734982,"score_spread":0.2537352192537243,"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."}}