{"id":"W1990883965","doi":"10.1115/1.4007112","title":"What is Hysteresis?","year":2011,"lang":"en","type":"article","venue":"Applied Mechanics Reviews","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hysteresis; Backlash; Preisach model of hysteresis; Variety (cybernetics); Control theory (sociology); Computer science; Topology (electrical circuits); Magnetic hysteresis; Statistical physics; Physics; Magnetic field; Engineering; Condensed matter physics; Electrical engineering; Quantum mechanics","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":[0.001661442,0.0002832081,0.0006557422,0.001193899,0.001153679,0.003462296,0.001079348,0.002003926,0.005221245],"category_scores_gemma":[0.007899649,0.0002258839,0.0002721473,0.001101748,0.006598115,0.005507911,0.0009882456,0.001823968,0.001009425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326547,"about_ca_system_score_gemma":0.00122298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157878,"about_ca_topic_score_gemma":0.0008408381,"domain_scores_codex":[0.9987638,0.0003820511,0.00006379127,0.0002154245,0.0004414708,0.0001334515],"domain_scores_gemma":[0.9961629,0.002410121,0.0002764091,0.0002531605,0.00069936,0.0001980475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001004098,0.00005503443,0.002923805,0.002142495,0.00008440298,0.000353534,0.002700541,0.001177328,0.001798494,0.6562458,0.06953374,0.2628845],"study_design_scores_gemma":[0.00001018871,0.00004415232,0.001554567,0.0009530737,0.00001872252,0.0005859553,0.00154529,0.0007627408,0.0009145726,0.7102646,0.2833093,0.00003700933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03488235,0.5361136,0.05118636,0.224091,0.01379508,0.00007784287,0.0006406606,0.0004786839,0.1387345],"genre_scores_gemma":[0.6395292,0.2730932,0.009078919,0.03763833,0.0163116,0.0001192571,0.0003599374,0.0001705642,0.02369907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005221245,"threshold_uncertainty_score":0.01746684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720507317322243,"score_gpt":0.2094074683994319,"score_spread":0.1822023952262094,"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."}}