{"id":"W4385236367","doi":"10.1109/itec55900.2023.10187054","title":"Design Considerations for Electric Traction Power Systems","year":2023,"lang":"en","type":"article","venue":"","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Electrification; Upgrade; Transit system; Transit (satellite); Electric power system; Sustainability; Transport engineering; Automotive engineering; Public transport; Engineering; Power (physics); Computer science; Electrical engineering; Electricity","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":[0.0003977252,0.0005173605,0.0003572271,0.0004549678,0.0008077233,0.001646394,0.0007219015,0.001173102,0.02458289],"category_scores_gemma":[0.0010657,0.0002960358,0.0003143915,0.0004224384,0.0004310002,0.001493437,0.0005363058,0.0007580926,0.003408863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007871685,"about_ca_system_score_gemma":0.0006100531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625571,"about_ca_topic_score_gemma":0.002412446,"domain_scores_codex":[0.9997023,0.00007006287,0.00001260633,0.0000406141,0.0001533882,0.00002103651],"domain_scores_gemma":[0.9997643,0.00007189612,0.00001845016,0.00001734029,0.0001167953,0.00001117911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001462324,0.00008774176,0.000893114,0.000966619,0.00004122567,0.000945062,0.0005037038,0.1703809,0.01698824,0.5916061,0.02865002,0.188791],"study_design_scores_gemma":[0.00008514603,0.000429455,0.001127719,0.0004294897,0.00006291227,0.001223795,0.0005387613,0.1935207,0.004385572,0.2804448,0.5177052,0.00004643582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01527188,0.005484375,0.6298797,0.005818294,0.0008934952,0.0002380106,0.0003224563,0.0004927336,0.3415991],"genre_scores_gemma":[0.6955472,0.006488216,0.06799816,0.001382173,0.0009801072,0.0005430098,0.0003508814,0.0002407498,0.2264694],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02458289,"threshold_uncertainty_score":0.08223796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03369536784059517,"score_gpt":0.22759855494727,"score_spread":0.1939031871066748,"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."}}