{"id":"W2070571671","doi":"10.1109/tdc.2012.6281417","title":"Hydro one distribution voltage performance design criteria and power distance test in enabling distributed generation","year":2012,"lang":"en","type":"article","venue":"","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Distributed generation; Voltage; Computer science; Reliability engineering; Voltage regulation; Electrical engineering; Engineering; Renewable energy","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":[0.0003889421,0.0002124073,0.0001862606,0.00005172781,0.00008713086,0.00008433102,0.00007729515,0.0001180606,0.00008681224],"category_scores_gemma":[0.0001193156,0.0002294427,0.00002288025,0.0003110414,0.00003926366,0.001004354,0.00003101871,0.0001696245,0.00003463606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049086,"about_ca_system_score_gemma":0.000008659165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007502658,"about_ca_topic_score_gemma":0.000006769653,"domain_scores_codex":[0.9987924,0.00002562691,0.0003193095,0.0001995374,0.0001583819,0.0005047691],"domain_scores_gemma":[0.9995388,0.00006272894,0.00003356823,0.0001880102,0.00004632627,0.0001305945],"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":[0.0001094812,0.0008993893,0.1572726,0.0004205413,0.00007216305,0.00001048827,0.0007373964,0.03931291,0.7775689,0.003407029,0.01264073,0.00754836],"study_design_scores_gemma":[0.0007157324,0.0001159164,0.1722175,0.00007414784,0.00002246021,0.000009267068,0.00005039529,0.7317824,0.09071718,0.00002795008,0.0036692,0.0005978308],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4743524,0.000347164,0.5243016,0.00002183619,0.0001889299,0.0001820585,0.0002521529,0.0001707428,0.0001830156],"genre_scores_gemma":[0.9972689,0.0001067558,0.0009469421,0.00001335899,0.0001210172,0.00003815821,0.001456631,0.00002519835,0.00002310389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6924695,"threshold_uncertainty_score":0.9356401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969898719431972,"score_gpt":0.2226855558025808,"score_spread":0.202986568608261,"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."}}