{"id":"W1128307238","doi":"10.1007/s10470-015-0606-z","title":"Phase-locked loop stability based on stochastic bounds","year":2015,"lang":"en","type":"article","venue":"Analog Integrated Circuits and Signal Processing","topic":"Advancements in PLL and VCO Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phase-locked loop; Control theory (sociology); Stability (learning theory); Phase margin; Noise (video); Loop (graph theory); Stochastic differential equation; Mathematics; Nonlinear system; Brownian motion; Stability theory; Phase noise; Computer science; Applied mathematics; Physics; Engineering; Electronic engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003197786,0.001284675,0.001591768,0.001574198,0.0009124202,0.002827783,0.001134607,0.00142007,0.00270716],"category_scores_gemma":[0.01940611,0.0007202695,0.001077744,0.001166601,0.002428258,0.003159436,0.003186306,0.002469564,0.0004265778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772889,"about_ca_system_score_gemma":0.001461619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925156,"about_ca_topic_score_gemma":0.001471094,"domain_scores_codex":[0.9979626,0.0006991514,0.00008405705,0.0003120077,0.0007375414,0.0002045246],"domain_scores_gemma":[0.9850507,0.01192068,0.0009842926,0.0004748772,0.001305798,0.0002636896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000117061,0.00002087231,0.0003635937,0.0001059063,0.00007291367,0.00007183859,0.00007122055,0.6489111,0.002521581,0.3382549,0.0008070343,0.00868194],"study_design_scores_gemma":[0.000004380624,0.000008639615,0.00004588835,0.000009069717,0.000005052575,0.000008842094,0.000001951588,0.967876,0.00026852,0.0316084,0.0001547753,0.000008632903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01230925,0.0004105308,0.9807816,0.0003262404,0.0000867869,0.00002248243,0.00005936091,0.0001459546,0.005857773],"genre_scores_gemma":[0.9399779,0.001009868,0.05253468,0.0002122264,0.0002262547,0.0002060955,0.0002009683,0.0001677761,0.00546418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003197786,"threshold_uncertainty_score":0.01691175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04102496780954315,"score_gpt":0.2698265910729566,"score_spread":0.2288016232634134,"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."}}