{"id":"W2344207670","doi":"10.1109/tpwrd.2016.2530631","title":"Controlled Switching of a 1200 MVA Transformer in Manitoba","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Hydro","funders":"Manitoba Hydro","keywords":"Autotransformer; Transformer; Delta-wye transformer; Waveform; Engineering; Voltage; Flyback transformer; Isolation transformer; Distribution transformer; Inrush current; Linear variable differential transformer; Transformer effect; Electrical engineering; Electronic engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001590603,0.0002118031,0.0001209584,0.0002554447,0.0009151371,0.0003750398,0.0004852294,0.0001930301,0.001667405],"category_scores_gemma":[0.0002464898,0.0001414065,0.0001357434,0.0003275487,0.0004091834,0.0002321543,0.0002771232,0.0002143663,0.0001805909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732884,"about_ca_system_score_gemma":0.002637536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3406328,"about_ca_topic_score_gemma":0.5288844,"domain_scores_codex":[0.9999282,0.00001224251,0.000002901528,0.00001694215,0.00002438156,0.00001532378],"domain_scores_gemma":[0.9998862,0.00001800292,0.000007140818,0.00001092416,0.00006255479,0.00001518479],"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":[0.001910926,0.0009914225,0.1325237,0.0004634913,0.0001055871,0.008297607,0.007520021,0.08400135,0.5343394,0.007938837,0.003900462,0.2180071],"study_design_scores_gemma":[0.0006872559,0.004825331,0.2768716,0.0001606667,0.000274823,0.003942894,0.0111113,0.2521688,0.3656464,0.002337759,0.08172765,0.0002455876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864841,0.00006126129,0.004449993,0.00007037084,0.000009968047,0.0001199281,0.000100853,0.000177183,0.00852636],"genre_scores_gemma":[0.9917619,0.00008358188,0.003487815,0.0000232864,0.000001580871,0.00001986609,0.0001040542,0.00001703579,0.004500969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3406328,"threshold_uncertainty_score":0.6773002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291879834291061,"score_gpt":0.2114799208049631,"score_spread":0.1985611224620525,"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."}}