{"id":"W2888341068","doi":"10.1109/tdc.2018.8440349","title":"Tertiary Voltage Unbalance Compensation for 500kV Single Phase Autotransformer Banks","year":2018,"lang":"en","type":"article","venue":"","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Transformer; Autotransformer; Overvoltage; Electrical engineering; Engineering; Capacitive sensing; Voltage; Emtp; Energy efficient transformer; Delta-wye transformer; Electromagnetic coil; Capacitance; Ground; Distribution transformer; Physics; Electric power system","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":[0.00009212643,0.0001144502,0.0001168079,0.00004718216,0.00007447466,0.00003129797,0.00008551853,0.00006172037,0.0001720489],"category_scores_gemma":[0.000006186282,0.00009975056,0.00004827281,0.00009014965,0.00003322274,0.0001437596,0.0000039243,0.00003705583,0.00006695919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003635607,"about_ca_system_score_gemma":0.000007334508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003072829,"about_ca_topic_score_gemma":0.0000527101,"domain_scores_codex":[0.9993429,0.000003979419,0.0001960466,0.000133569,0.00008406504,0.0002394136],"domain_scores_gemma":[0.9997195,0.00002248713,0.00001483973,0.0001456839,0.00004606532,0.00005142849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004296159,0.0002945716,0.0003655505,0.000257509,0.00007876132,0.000002815666,0.001189461,0.01455607,0.7852668,0.007892603,0.026045,0.1640079],"study_design_scores_gemma":[0.001561464,0.0003314539,0.001149871,0.0000460898,0.00001453242,0.000006869238,0.00004180505,0.6668108,0.1347727,0.0001374463,0.1947674,0.0003595855],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3193604,0.00006667025,0.6388904,0.00004200043,0.0007698442,0.0001990763,0.00001150171,0.0004216933,0.04023837],"genre_scores_gemma":[0.9969333,0.000002752179,0.001264095,0.0000803558,0.0003113691,0.00002937454,0.00001857557,0.00002682686,0.001333342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6775729,"threshold_uncertainty_score":0.4067709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403743251934623,"score_gpt":0.2391926565891646,"score_spread":0.2251552240698184,"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."}}