{"id":"W3017566292","doi":"10.1109/epec47565.2019.9074807","title":"Grid Support Functions Impact on Residential Voltage Profile for Updated Canadian Interconnection Standard","year":2019,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Overvoltage; Interconnection; AC power; Reliability engineering; Distributed generation; Power factor; Grid; Electrical engineering; Voltage; Voltage optimisation; Engineering; Computer science; Renewable energy; Telecommunications; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000821067,0.0001131328,0.0001150973,0.0001763748,0.00005718731,0.00006240055,0.00005307027,0.00007154719,0.004873755],"category_scores_gemma":[0.00001167281,0.00009818705,0.0000768043,0.0001058758,0.000004367158,0.0001605941,0.000004266842,0.00007791878,0.0004064215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518764,"about_ca_system_score_gemma":0.00008314368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005432189,"about_ca_topic_score_gemma":0.03421026,"domain_scores_codex":[0.9994132,0.000005703053,0.0001374285,0.0001338845,0.00006431147,0.0002454831],"domain_scores_gemma":[0.9996482,0.0000173617,0.00001545357,0.0001361584,0.00007057362,0.0001122807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001861533,0.00001387261,0.001589693,0.00003651119,0.0001699003,0.000002282152,0.000103407,0.2122185,0.007404122,0.0002316449,0.7725037,0.005540215],"study_design_scores_gemma":[0.00334806,0.001429837,0.006506355,0.00003328614,0.00009094317,0.00001486057,0.0002972449,0.5637877,0.01582332,0.00008268657,0.4080527,0.0005330349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6446217,0.00009300459,0.2429213,0.0003659864,0.01038985,0.003847045,0.003446046,0.001651402,0.09266361],"genre_scores_gemma":[0.9937329,0.000006832573,0.0002059182,0.00007051459,0.0002136517,0.00004056335,0.000993456,0.00003225835,0.004703935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3644511,"threshold_uncertainty_score":0.9960359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003612144001757226,"score_gpt":0.2026559429690908,"score_spread":0.1990437989673336,"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."}}