{"id":"W3082193782","doi":"","title":"The Impact of Multistability on Hysteresis Arising in Linear and Nonlinear Systems","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Multistability; Hysteresis; Nonlinear system; Stability (learning theory); Control theory (sociology); Ordinary differential equation; Work (physics); Mathematics; Statistical physics; Physics; Computer science; Differential equation; Mathematical analysis; Thermodynamics; 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":[0.0001661228,0.0002272229,0.0003813685,0.00009413042,0.00004862755,0.00003263568,0.0002681358,0.0001819286,0.000002176865],"category_scores_gemma":[0.00006441848,0.0001887497,0.0001457772,0.000231461,0.00005403674,0.00004600911,0.0001336106,0.0005285789,0.000003705033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602454,"about_ca_system_score_gemma":0.00006085358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009783873,"about_ca_topic_score_gemma":0.00005848934,"domain_scores_codex":[0.9990891,0.0000791223,0.0002238392,0.0003371553,0.00005122893,0.0002195225],"domain_scores_gemma":[0.9991198,0.0002548893,0.00009683873,0.0003967235,0.00004135554,0.00009046244],"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":[0.0001525393,0.00004053782,0.01229572,0.0002169166,0.0002054271,0.00005380203,0.0001571857,0.983251,0.000105933,0.0004671039,0.00004721749,0.003006581],"study_design_scores_gemma":[0.0003860579,0.00005937026,0.004385161,0.00008669355,0.00003240908,6.430002e-7,0.00006799457,0.9944158,0.00002359909,0.0003392361,0.00003412451,0.0001689192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835638,0.0003946048,0.01505559,0.000009456877,0.0001647071,0.0003259023,0.00005660707,0.00007114252,0.0003582375],"genre_scores_gemma":[0.9995341,0.0003379338,0.0000215854,0.000002315771,0.00005235817,7.982293e-7,0.000005194971,0.00002156718,0.00002420476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597029,"threshold_uncertainty_score":0.7696989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634176516394585,"score_gpt":0.1867997921826885,"score_spread":0.1504580270187427,"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."}}