{"id":"W2802585477","doi":"10.1109/tcyb.2018.2826519","title":"Adaptive Estimated Inverse Output-Feedback Quantized Control for Piezoelectric Positioning Stage","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Observer (physics); Piezoelectricity; Inverse; Controller (irrigation); Piezoelectric motor; Quantization (signal processing); Computer science; Mathematics; Engineering; Algorithm; Control (management); 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":[0.0003724308,0.0003373969,0.0003410944,0.0001709957,0.000318632,0.0006053628,0.0008260434,0.0003747436,0.001486107],"category_scores_gemma":[0.0006963628,0.0001919531,0.0002312702,0.0001777634,0.0004438135,0.0005065631,0.0004934105,0.0005711015,0.0001662695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351322,"about_ca_system_score_gemma":0.0005313721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003201336,"about_ca_topic_score_gemma":0.00287472,"domain_scores_codex":[0.9996276,0.0000484991,0.00002564921,0.0000910448,0.0001743217,0.00003285349],"domain_scores_gemma":[0.9997421,0.00006638677,0.00004862902,0.00002819318,0.0001046236,0.00001001035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005957422,0.0002056033,0.001559056,0.0008046958,0.00009908217,0.0003470459,0.0006808873,0.4658278,0.2054239,0.02633666,0.002668017,0.2954516],"study_design_scores_gemma":[0.00005415959,0.0003198948,0.0004826662,0.00001847791,0.00002405023,0.00005191106,0.00002423419,0.9834722,0.01241263,0.001032587,0.002085852,0.00002125316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02752814,0.0003024673,0.9689989,0.00009822328,0.0001263432,0.00004685164,0.00002121903,0.0004145925,0.002463289],"genre_scores_gemma":[0.9563657,0.0001939173,0.04101751,0.00006045301,0.00003406204,0.000068995,0.00002670018,0.00001441554,0.002218167],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003201336,"threshold_uncertainty_score":0.006365418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868841363906721,"score_gpt":0.2343191971950376,"score_spread":0.2156307835559704,"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."}}