{"id":"W2168361455","doi":"10.1109/iceoe.2011.6013051","title":"Studies on stepping characteristics of traveling-wave ultrasonic motor","year":2011,"lang":"en","type":"article","venue":"","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Traveling wave; Ultrasonic motor; Control theory (sociology); Controller (irrigation); Position (finance); Ring (chemistry); Ultrasonic sensor; Acoustics; Computer science; Stepper motor; Mathematics; Control (management); Engineering; Physics; Mechanical engineering; Mathematical analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007634774,0.0001113233,0.0002243825,0.00004151485,0.0000189095,0.000003818342,0.00006285114,0.00004196114,0.00006471278],"category_scores_gemma":[0.000054049,0.00009106792,0.00005088187,0.00006867609,0.00001565213,0.00003296369,0.000005828141,0.00008812186,0.00001662679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002950465,"about_ca_system_score_gemma":0.000008594058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003888499,"about_ca_topic_score_gemma":0.000001557996,"domain_scores_codex":[0.9994283,0.000006603102,0.0002311866,0.00008526552,0.00008438228,0.000164318],"domain_scores_gemma":[0.999699,0.00006282079,0.00003667054,0.0001255379,0.00003950099,0.00003645449],"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":[0.0002040042,0.0003051834,0.002316223,0.0005006286,0.002039389,0.00004892882,0.01317553,0.0001343016,0.07518834,0.01790514,0.001093587,0.8870888],"study_design_scores_gemma":[0.004163309,0.00307808,0.05728842,0.0006700535,0.0005618155,0.00004215282,0.005012575,0.5773569,0.3446774,0.002336297,0.002106781,0.002706168],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970836,0.000403058,0.01696526,0.000005291696,0.0003564048,0.0001335973,0.000008654219,0.0001663176,0.0111254],"genre_scores_gemma":[0.9991435,0.0001801346,0.0003669143,0.00004187637,0.00006291089,0.000009371877,7.56648e-7,0.00001726755,0.0001772617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8843826,"threshold_uncertainty_score":0.3713642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719133545759039,"score_gpt":0.210585509730465,"score_spread":0.1733941742728746,"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."}}