{"id":"W1909679846","doi":"10.1109/apec.1992.228356","title":"An online UPS with improved input-output characteristics","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Power factor; Harmonics; Rectifier (neural networks); Inverter; Mains electricity; Uninterruptible power supply; AC power; Electrical engineering; Topology (electrical circuits); AC adapter; Computer science; Voltage; Power (physics); Engineering; Control theory (sociology); Physics; Artificial neural network","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00002970699,0.0001554877,0.0001456482,0.00004321704,0.00002277644,0.00002080914,0.00009231234,0.0000484778,0.000109775],"category_scores_gemma":[0.00001366181,0.0001318657,0.00001752071,0.0001014405,0.00002052549,0.0001778476,0.000006136366,0.0001264817,0.00003145857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004293077,"about_ca_system_score_gemma":0.00001509034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003945621,"about_ca_topic_score_gemma":0.00002985805,"domain_scores_codex":[0.9993891,0.000008714847,0.0001415757,0.0001524143,0.00007494709,0.0002332218],"domain_scores_gemma":[0.9995172,0.00001417645,0.0000181141,0.0003054887,0.00003268429,0.0001123482],"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":[0.00006812845,0.00032201,0.01053461,0.000156305,0.0001968259,0.00008224111,0.000705826,0.001925339,0.08727267,0.002989693,0.0004558069,0.8952906],"study_design_scores_gemma":[0.001649542,0.0003711393,0.02203069,0.00003172854,0.00004535089,0.00005363251,0.0003636834,0.9304955,0.008700662,0.0001350937,0.03506234,0.001060608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2622905,0.00001681579,0.73509,0.00002027418,0.000233588,0.00012511,0.00001656783,0.0005909103,0.001616191],"genre_scores_gemma":[0.9678751,0.0000128932,0.03126408,0.0001824986,0.00005038224,0.000006313137,0.00003271567,0.00005273184,0.0005232441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9285702,"threshold_uncertainty_score":0.5377327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053820884042902,"score_gpt":0.2060119174078629,"score_spread":0.1954737085674339,"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."}}