{"id":"W2099967494","doi":"10.1109/pes.2008.4596926","title":"An investigation on the effectiveness of Scott transformer on harmonic reduction","year":2008,"lang":"en","type":"article","venue":"","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Harmonics; Transformer; Distribution transformer; Delta-wye transformer; Electrical engineering; Energy efficient transformer; Harmonic analysis; Current transformer; Quadrature booster; Power system harmonics; Single-phase electric power; Single phase; Transformer effect; Engineering; Electronic engineering; Voltage; Power factor","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":[0.0004633415,0.000255395,0.0003148576,0.0004967142,0.0002770369,0.0003926913,0.0004011113,0.0002555799,0.002942186],"category_scores_gemma":[0.001405608,0.00009648228,0.0002997675,0.0005416346,0.0003186593,0.000631389,0.0002398226,0.0001510561,0.0004134351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404706,"about_ca_system_score_gemma":0.0001988416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236747,"about_ca_topic_score_gemma":0.00162783,"domain_scores_codex":[0.999534,0.00009639825,0.00002000814,0.00003916748,0.0002588897,0.00005148252],"domain_scores_gemma":[0.9992728,0.0003769007,0.00004789275,0.00006345272,0.0002188527,0.00002022697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002873009,0.0003889624,0.008276893,0.0006798164,0.00007786225,0.000596984,0.0003136045,0.0207036,0.6004927,0.0103877,0.001318449,0.3538905],"study_design_scores_gemma":[0.0001242629,0.00390812,0.01770488,0.00004449146,0.0003129355,0.001632707,0.0005054264,0.09658672,0.860316,0.003488885,0.01532098,0.00005460001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8432656,0.002030743,0.09193116,0.0002603442,0.000110325,0.0001246368,0.0001141764,0.000622294,0.06154083],"genre_scores_gemma":[0.9906582,0.0004848157,0.006722983,0.00002317887,0.00001304656,0.000005163063,0.00004242553,0.00002179749,0.002028356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002942186,"threshold_uncertainty_score":0.009842575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050289511461621,"score_gpt":0.2046666638283843,"score_spread":0.1841637687137681,"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."}}