{"id":"W4388520053","doi":"10.1109/jsen.2023.3328193","title":"Wide Bandwidth Signals for Joint Time–Frequency Characterization of Nonlinear and Time-Varying Circuits","year":2023,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Wideband; Crest factor; Bandwidth (computing); Time domain; Electronic engineering; Electronic circuit; Nonlinear system; Resistor; Linearity; SIGNAL (programming language); Computer science; Acoustics; Voltage; Engineering; Electrical engineering; Physics; Telecommunications","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":[0.0003569587,0.0001437869,0.0002566861,0.0002456136,0.00007918743,0.00003007319,0.00007370261,0.00007571727,0.00003566903],"category_scores_gemma":[0.0001521191,0.0001423014,0.00006790194,0.0002937305,0.00002077382,0.0002073696,0.000006113434,0.0001915197,0.00002233468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006206031,"about_ca_system_score_gemma":0.00001713979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.301114e-7,"about_ca_topic_score_gemma":4.345967e-8,"domain_scores_codex":[0.9989553,0.00003131847,0.0003951789,0.0001207449,0.0002133107,0.0002841483],"domain_scores_gemma":[0.9994528,0.0001032003,0.0001143698,0.00009072672,0.0001439215,0.00009502486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005376624,0.000008264947,0.00005457386,0.00005061814,0.00003405636,0.000007463883,0.00005226752,0.003053782,0.9862011,0.000002238882,0.0004291277,0.0101011],"study_design_scores_gemma":[0.0003271965,0.0001246027,0.0005792985,0.0001537339,0.00002545436,0.00005519296,0.000001933103,0.1106727,0.8864028,0.001080918,0.0003810759,0.0001951005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869586,0.0001060991,0.1285443,0.0001283876,0.0002195754,0.0004252728,0.00003730914,0.0005850052,0.0003680456],"genre_scores_gemma":[0.9889644,0.0005103933,0.009600581,0.00005670374,0.0004146729,0.00001656867,0.00002614776,0.0001078983,0.000302624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1193784,"threshold_uncertainty_score":0.5802884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551350450186158,"score_gpt":0.2443863022905761,"score_spread":0.2188727977887145,"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."}}