{"id":"W4226342812","doi":"10.1109/tie.2022.3163553","title":"Development of a Butterfly Fractional-Order Backlash-Like Hysteresis Model for Dielectric Elastomer Actuators","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Backlash; Hysteresis; Control theory (sociology); Actuator; Differential equation; Materials science; Computer science; Physics; Mathematics; Mathematical analysis; Artificial intelligence; Condensed matter 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":[0.0001826893,0.000389044,0.0003922148,0.0003393489,0.0002645222,0.0004405174,0.001071985,0.0009555675,0.001384365],"category_scores_gemma":[0.0003471672,0.0002197706,0.0006008049,0.0002484749,0.000280544,0.000961103,0.0003235688,0.0006618214,0.0004046139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004050647,"about_ca_system_score_gemma":0.0005979158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002448896,"about_ca_topic_score_gemma":0.002140543,"domain_scores_codex":[0.9998759,0.00001460766,0.000009178494,0.00002499875,0.00006188153,0.00001345199],"domain_scores_gemma":[0.99989,0.00003660095,0.00001708886,0.0000162474,0.00003479303,0.00000531027],"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":[0.00005754812,0.00008565631,0.0007930723,0.000291582,0.0000422552,0.0002856638,0.00021028,0.7805765,0.118559,0.03722958,0.00135641,0.06051243],"study_design_scores_gemma":[0.000002297118,0.00001701082,0.00008222832,0.000005488932,0.000004371486,0.00003101713,0.000005692941,0.9930235,0.004049478,0.001213511,0.001559377,0.000005962841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01802436,0.0006786987,0.9730617,0.0001789556,0.00006787275,0.00007622839,0.0001258579,0.0003933694,0.007393035],"genre_scores_gemma":[0.844622,0.001760012,0.1365983,0.0001968744,0.00005025874,0.0003462959,0.0002879534,0.0001127721,0.01602552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002448896,"threshold_uncertainty_score":0.004869342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124180475224297,"score_gpt":0.2186416952584393,"score_spread":0.1973998905061964,"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."}}