{"id":"W4387986912","doi":"10.1109/ojpel.2023.3328112","title":"Detailed Parametric Modeling of AC–DC Converters for EMT Simulators","year":2023,"lang":"en","type":"article","venue":"IEEE Open Journal of Power Electronics","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Converters; Interpolation (computer graphics); Parametric statistics; Waveform; Computer science; Transient (computer programming); Voltage; Electronic engineering; Parametric model; Control theory (sociology); Engineering; Electrical engineering; Mathematics; 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":[0.0007882662,0.0001572032,0.0005040371,0.0003540072,0.00004405739,0.0001012768,0.0004750705,0.00009279132,0.0000257425],"category_scores_gemma":[0.0000729024,0.0001427505,0.0002212504,0.0005902054,0.00001071995,0.0003733005,0.0000135323,0.0002083044,0.00001391558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300953,"about_ca_system_score_gemma":0.0001536712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003798129,"about_ca_topic_score_gemma":0.00000564743,"domain_scores_codex":[0.9984314,0.00004079127,0.0007706042,0.0001093556,0.0002714909,0.0003762972],"domain_scores_gemma":[0.9990039,0.0001970494,0.0002437932,0.0001846963,0.0002587402,0.0001118256],"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":[0.00009717079,0.00001518,0.0001063431,0.00003113787,0.0002345308,0.000003408678,0.0001369334,0.9925627,0.004380794,0.000128252,0.0007460632,0.00155752],"study_design_scores_gemma":[0.002019909,0.0002525645,0.00004925686,0.0000497221,0.00005466849,0.00001041095,0.0001166333,0.9931607,0.002204407,0.0004117732,0.001518667,0.0001513093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703896,0.001301063,0.1247184,0.00007570547,0.001301587,0.0007267664,0.000008687994,0.00007075662,0.00140738],"genre_scores_gemma":[0.9994553,0.0001310631,0.000174218,0.00002368145,0.00006384598,0.000007458043,0.000002352379,0.00004052145,0.0001016071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290656,"threshold_uncertainty_score":0.5821196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195144416626304,"score_gpt":0.2783246209075967,"score_spread":0.2563731767413337,"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."}}