{"id":"W2171236883","doi":"10.1109/acc.2008.4586771","title":"A generalized rate dependent play operator for characterizing asymmetric and symmetric hysteresis nonlinearities","year":2008,"lang":"en","type":"article","venue":"","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Michigan State University","keywords":"Hysteresis; Control theory (sociology); Actuator; Operator (biology); Displacement (psychology); Function (biology); Describing function; Mathematics; Nonlinear system; Mathematical analysis; Physics; Topology (electrical circuits); Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001479821,0.0002090905,0.0003280604,0.0003966296,0.0001520339,0.00007366646,0.000112617,0.00008982121,0.00002288826],"category_scores_gemma":[0.00007834481,0.0001816642,0.00007168602,0.0004646817,0.00001647104,0.0001850975,0.00002330196,0.00009782398,0.00001048635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005327537,"about_ca_system_score_gemma":0.00002695272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000346671,"about_ca_topic_score_gemma":0.00000785033,"domain_scores_codex":[0.9990106,0.00002174437,0.0002677929,0.0002116775,0.0001193193,0.0003688695],"domain_scores_gemma":[0.9994789,0.0001764944,0.00002853934,0.0001423651,0.00005224201,0.000121409],"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":[0.0004810595,0.000363153,0.01225996,0.0008268786,0.001777312,0.0001993359,0.001417111,0.0007434053,0.1150474,0.01036146,0.01410857,0.8424143],"study_design_scores_gemma":[0.007469276,0.0003601236,0.01073197,0.00003531425,0.0001539206,0.0001952162,0.0000915963,0.9111649,0.0475501,0.0001051743,0.02073391,0.001408453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504211,0.002547655,0.0449196,0.00006952397,0.0002300761,0.0004431649,0.00004507045,0.0002780189,0.001045805],"genre_scores_gemma":[0.9952339,0.0008364639,0.002270958,0.0003313693,0.0002054052,0.0001251762,0.00001377435,0.00004491493,0.0009380244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9104216,"threshold_uncertainty_score":0.740805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249087882884472,"score_gpt":0.2019468960861122,"score_spread":0.1894560172572675,"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."}}