{"id":"W3209506666","doi":"10.32920/ryerson.14660691.v1","title":"Analysis of periodically switched nonlinear circuits and nonlinear oversampled sigma-delta modulators","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nonlinear system; Electronic circuit; Control theory (sociology); Volterra series; Delta-sigma modulation; Spice; Fourier series; Mathematics; Computer science; Electronic engineering; Physics; Mathematical analysis; Engineering; Telecommunications; Bandwidth (computing)","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":[0.0001494228,0.0002128959,0.0001842741,0.0002450567,0.000108645,0.0002345069,0.0002847166,0.0002170569,0.000971708],"category_scores_gemma":[0.0006468219,0.0001101012,0.0001808042,0.0001233868,0.0002500813,0.0002858859,0.0001912211,0.0002342305,0.0000874316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007448,"about_ca_system_score_gemma":0.000260457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000881925,"about_ca_topic_score_gemma":0.0006825185,"domain_scores_codex":[0.9998808,0.00002058138,0.000003303578,0.000013511,0.00007511885,0.000006643578],"domain_scores_gemma":[0.9998401,0.0000970073,0.0000173712,0.00001406371,0.00002733546,0.000004048969],"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":[0.00008946988,0.00003805564,0.001228951,0.0001590099,0.00006066636,0.000194169,0.0001963059,0.5965564,0.2494661,0.04475823,0.0005619565,0.1066906],"study_design_scores_gemma":[0.000001966483,0.00001455033,0.0002125267,0.000003163228,0.00000337774,0.00002735482,0.000006714414,0.9881395,0.008223146,0.002722122,0.0006429142,0.000002613856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1402046,0.0003486942,0.8537055,0.0001086051,0.00002684162,0.00003307627,0.00005599399,0.0003191109,0.005197545],"genre_scores_gemma":[0.9128075,0.0003263092,0.082136,0.00004789909,0.00002347055,0.00005163538,0.0000458368,0.00004585447,0.004515424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.000971708,"threshold_uncertainty_score":0.003250659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571000607903497,"score_gpt":0.2272342710204305,"score_spread":0.2115242649413956,"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."}}