{"id":"W2140918577","doi":"10.1109/tpel.2002.1004246","title":"A comparison of UPS for powering hybrid fiber/coaxial networks","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Network topology; Total harmonic distortion; Transformer; Electronic engineering; Topology (electrical circuits); Coaxial; Uninterruptible power supply; Engineering; Electrical engineering; Harmonics; Voltage; Computer science","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":[0.0003054409,0.0003007752,0.0002716414,0.0005928862,0.0003295031,0.0005251109,0.0003734549,0.0002321696,0.005214391],"category_scores_gemma":[0.0007956488,0.00009712818,0.000259876,0.000627189,0.0001628154,0.0008325629,0.0002043732,0.0001706735,0.0006900441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000280114,"about_ca_system_score_gemma":0.0001077078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003404615,"about_ca_topic_score_gemma":0.0007538376,"domain_scores_codex":[0.9997573,0.00006186139,0.00001674233,0.00001674284,0.0001155812,0.00003175845],"domain_scores_gemma":[0.999607,0.0001655931,0.00002556755,0.00005473305,0.000129818,0.00001725755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001512754,0.0001267523,0.003541321,0.0008215553,0.00009254404,0.0005635756,0.0002875834,0.03754765,0.1485473,0.02410948,0.003157778,0.7796916],"study_design_scores_gemma":[0.0002062489,0.00711162,0.02854359,0.0002788077,0.0004162237,0.005447263,0.001075366,0.2837984,0.5081472,0.0176893,0.1471764,0.0001095611],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6869573,0.002947064,0.2187783,0.0002350598,0.000136636,0.0001792508,0.0003848913,0.001913538,0.088468],"genre_scores_gemma":[0.9643508,0.0009844268,0.02632313,0.00003708059,0.00003551066,0.00005339809,0.0002802971,0.00008904931,0.007846196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005214391,"threshold_uncertainty_score":0.0174439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334823178841869,"score_gpt":0.2467774621324932,"score_spread":0.2334292303440745,"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."}}