{"id":"W2742322555","doi":"10.1109/icca.2017.8003026","title":"Rotary speed control of ultrasonic motor with nonlinear estimator","year":2017,"lang":"en","type":"article","venue":"","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Ultrasonic motor; Estimator; Stator; Control theory (sociology); Nonlinear system; Rotor (electric); Engineering; Control engineering; Computer science; Mathematics; Control (management); Mechanical engineering; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005506371,0.0004318616,0.0005591998,0.0002771002,0.0002418599,0.0005088627,0.0006620646,0.00038794,0.0007766974],"category_scores_gemma":[0.001408519,0.0001844921,0.0001924956,0.0002347832,0.0003110479,0.0004757239,0.000363654,0.0003876448,0.0002402442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506414,"about_ca_system_score_gemma":0.0003753499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656559,"about_ca_topic_score_gemma":0.001957288,"domain_scores_codex":[0.9996012,0.00006285607,0.00003225316,0.00009581117,0.0001697815,0.00003812083],"domain_scores_gemma":[0.9995828,0.000117317,0.00008874453,0.00003888259,0.0001597399,0.00001237398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006262506,0.000179888,0.004913105,0.0009676572,0.0001090064,0.0002759951,0.0003782883,0.2096597,0.2090769,0.008832173,0.002219498,0.5627615],"study_design_scores_gemma":[0.00004577954,0.000366773,0.002041249,0.00002044726,0.00003415055,0.0001285371,0.00002136818,0.9726011,0.02124521,0.0005042417,0.002967792,0.00002327129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03913416,0.0006895829,0.9575268,0.00008888367,0.00007255415,0.00004113364,0.00001811318,0.0005496502,0.001879043],"genre_scores_gemma":[0.9388801,0.0003631499,0.05818451,0.00004555702,0.0000474765,0.00005546692,0.00004275553,0.00002683172,0.002354125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002656559,"threshold_uncertainty_score":0.005282223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004031064123273911,"score_gpt":0.18982397077163,"score_spread":0.185792906648356,"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."}}