{"id":"W2101909986","doi":"10.1109/afrcon.2015.7332018","title":"A simulation study of EEPCo's medium voltage distribution feeders for technical power loss reductions: A case study of technical power losses in the outgoing feeders from Sebeta substation","year":2015,"lang":"en","type":"article","venue":"","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transformer; Voltage; Distribution transformer; Electrical engineering; Electric power system; Engineering; Automotive engineering; Power (physics)","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":[0.0004052615,0.0003932378,0.0002870155,0.0003982444,0.0003296171,0.0005017108,0.0004489393,0.0005414601,0.001408715],"category_scores_gemma":[0.0006995925,0.0001624209,0.0004418161,0.000452274,0.0002066547,0.0003869295,0.0002349111,0.0004201745,0.0001206929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007323592,"about_ca_system_score_gemma":0.0004328169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01535207,"about_ca_topic_score_gemma":0.01625868,"domain_scores_codex":[0.9998642,0.00006531934,0.000004096699,0.00001245775,0.00001890555,0.00003500129],"domain_scores_gemma":[0.9993813,0.0004015839,0.00005009003,0.00002857688,0.00008374434,0.00005474256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001343604,0.000115543,0.006756298,0.00002643668,0.00001594146,0.0002672861,0.00008191798,0.9872286,0.001681752,0.0005793301,0.0002217023,0.002890749],"study_design_scores_gemma":[0.00003550913,0.0002199936,0.003765648,0.000008347239,0.00001972362,0.00004608942,0.0002591078,0.9931713,0.001776556,0.0002320827,0.0004586422,0.000006937563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915633,0.00002893174,0.00424217,0.00004684965,0.000005122418,0.00003340105,0.0001615565,0.00003094022,0.003887834],"genre_scores_gemma":[0.9971419,0.00004608382,0.001800544,0.000005595514,9.729e-7,0.00001560527,0.00008981935,0.000005434231,0.0008939651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01535207,"threshold_uncertainty_score":0.03052545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184001532934565,"score_gpt":0.3036826047510628,"score_spread":0.2718425894217171,"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."}}