{"id":"W1901347933","doi":"10.1109/pedes.1996.539650","title":"Characteristics of a series-parallel resonant converter with capacitive output filter operating on the utility line","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Capacitive sensing; Capacitor; Electronic engineering; Total harmonic distortion; Transformer; Flyback converter; Ćuk converter; Computer science; Rectifier (neural networks); Control theory (sociology); Engineering; Voltage; Electrical engineering; Control (management)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007704039,0.0002032204,0.0002457024,0.00003097516,0.00005456063,0.00001920605,0.0001376935,0.00005030679,0.0009504344],"category_scores_gemma":[0.00004325007,0.0001217964,0.00004232265,0.00009148809,0.000117756,0.0001456981,0.00002644024,0.0002164386,0.00006127577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000344133,"about_ca_system_score_gemma":0.000005675041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263097,"about_ca_topic_score_gemma":0.00001713167,"domain_scores_codex":[0.9991136,0.00002947468,0.0002655758,0.00018165,0.0001672666,0.0002423868],"domain_scores_gemma":[0.9993582,0.0001107454,0.00004245646,0.0003609821,0.00007399134,0.00005358965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009503319,0.0007407564,0.009692381,0.0008537674,0.001271272,0.0003027989,0.03243465,0.001188199,0.03046211,0.008637701,0.02038047,0.8930855],"study_design_scores_gemma":[0.0005268321,0.0002481993,0.006744914,0.00009977991,0.00001919695,0.00001879683,0.0004773041,0.9841479,0.00461921,0.00002423649,0.002778757,0.0002948453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.411698,0.00007989737,0.5668295,0.001605932,0.0003604408,0.0008916285,0.0001756234,0.0004348564,0.01792411],"genre_scores_gemma":[0.995427,0.00003224624,0.002152127,0.000361648,0.0000429646,0.00002648328,0.000006743674,0.00003304266,0.001917753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9829597,"threshold_uncertainty_score":0.9999628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565993398316179,"score_gpt":0.1987768292287118,"score_spread":0.17311689524555,"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."}}