{"id":"W3128930292","doi":"10.1109/epec48502.2020.9319927","title":"Combining Volt/Var & Volt/Watt modes to increase PV hosting capacity in LV distribution networks","year":2020,"lang":"en","type":"article","venue":"2020 IEEE Electric Power and Energy Conference (EPEC)","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Volt; Overvoltage; Voltage; Electrical engineering; Watt; Limit (mathematics); Power (physics); AC power; Engineering; Physics; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000253983,0.0003747866,0.000472904,0.0001473964,0.0001543138,0.0001647231,0.0002430106,0.0002250424,0.00004431567],"category_scores_gemma":[0.0001824454,0.0004113894,0.00006856727,0.001115898,0.00002837669,0.0002091474,0.00005493311,0.0005159543,0.00002626094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948543,"about_ca_system_score_gemma":0.00005137133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009437547,"about_ca_topic_score_gemma":0.0002896554,"domain_scores_codex":[0.9979251,0.0001109481,0.0005011397,0.0005084915,0.0002622334,0.0006920629],"domain_scores_gemma":[0.9990832,0.0001311172,0.00007681869,0.000239645,0.00009695211,0.0003722983],"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":[0.0006695343,0.0002362332,0.0221866,0.0004853614,0.0005964492,0.0002327555,0.008999102,0.7238666,0.1456862,0.01424803,0.05587197,0.02692113],"study_design_scores_gemma":[0.0008713272,0.0002410431,0.002560982,0.0001728695,0.00003685487,0.00004969156,0.0001034592,0.9739051,0.004995028,0.0001923332,0.015943,0.0009282616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4665227,0.0004342849,0.5281733,0.0001282314,0.0009453346,0.0001276516,0.00002696025,0.0004776373,0.003163982],"genre_scores_gemma":[0.9989823,0.0001381406,0.0001072069,0.0001905084,0.0002961374,0.00005847703,0.0000513092,0.00004966108,0.0001262915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5324596,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897196049621751,"score_gpt":0.1958127285922576,"score_spread":0.1768407680960401,"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."}}