{"id":"W4210651373","doi":"10.1063/5.0073285","title":"Van der Pol oscillator based on NbO2 volatile memristor: A simulation analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Science Foundation of Tianjin City; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Memristor; Nonlinear system; Van der Pol oscillator; Capacitance; Oscillation (cell signaling); Physics; Control theory (sociology); Computer science; Electronic engineering; Engineering; Quantum mechanics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001227624,0.0001144214,0.0002392038,0.0001279493,0.0001471737,0.00001249609,0.0001124051,0.00001921107,0.00007777265],"category_scores_gemma":[0.000004692723,0.0001148051,0.0001728532,0.0005420384,0.00000792093,0.00006537556,0.00002035422,0.0003467595,0.000003272548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156042,"about_ca_system_score_gemma":0.00001955079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.899953e-7,"about_ca_topic_score_gemma":1.614465e-7,"domain_scores_codex":[0.9991804,0.00001713483,0.00026245,0.00008901331,0.000318815,0.0001321252],"domain_scores_gemma":[0.9994551,0.0001442221,0.0001731396,0.0001347154,0.00003301555,0.00005978881],"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":[0.00007880784,0.00002906918,0.00003988861,0.00000823498,0.0001154536,0.00000437932,0.0001251225,0.9856024,0.0110772,0.00007477225,0.00009703689,0.002747668],"study_design_scores_gemma":[0.0003572078,0.00006305471,0.00009389993,0.000004092458,0.0001727369,8.838666e-7,0.00004124648,0.9882811,0.00744308,0.0009557315,0.002464876,0.000122058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7656883,0.00003771361,0.2312641,0.00001055182,0.0002955571,0.0001057682,0.00001033452,0.00007384314,0.002513859],"genre_scores_gemma":[0.9985298,8.112131e-7,0.001034099,0.0001217663,0.0002747783,0.000002326996,0.000004254476,0.00002244726,0.000009726727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2328415,"threshold_uncertainty_score":0.4681618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236681950235921,"score_gpt":0.236347170644623,"score_spread":0.2239803511422638,"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."}}