{"id":"W2008798389","doi":"10.1109/tdc.2014.6863265","title":"Phase balancing of a 3-phase distribution system with a considerable penetration of single phase solar generators","year":2014,"lang":"en","type":"article","venue":"","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Phase (matter); Three-phase; Penetration (warfare); Electronic engineering; Mathematical optimization; Engineering; Electrical engineering; Mathematics; Voltage; Physics; Operations research","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":[0.0002931181,0.0005493438,0.0004081616,0.0003084233,0.0005490418,0.0006351704,0.0003169502,0.0004623173,0.003477784],"category_scores_gemma":[0.0004132836,0.0001493594,0.0002616442,0.000611403,0.0002956004,0.000548873,0.0003384389,0.0003730025,0.000421762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007958103,"about_ca_system_score_gemma":0.0005004556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033306,"about_ca_topic_score_gemma":0.004966808,"domain_scores_codex":[0.9998753,0.00004689557,0.000005098665,0.00002336946,0.00002782711,0.00002155194],"domain_scores_gemma":[0.9998745,0.0000544347,0.00002734578,0.000006748195,0.00002475967,0.00001224167],"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":[0.000450432,0.0001187831,0.001793614,0.000131932,0.0000308628,0.0004000231,0.000096459,0.8963043,0.01655534,0.01129405,0.001359479,0.07146463],"study_design_scores_gemma":[0.00004662434,0.0001493972,0.0007075574,0.000006116582,0.00001655482,0.00009334304,0.00003503106,0.9888154,0.002535982,0.006223303,0.001362977,0.000007548146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3252738,0.0003071565,0.6612937,0.0004047065,0.00005599853,0.0001700298,0.0002466155,0.0004393862,0.01180852],"genre_scores_gemma":[0.967524,0.0001310334,0.02970306,0.00002128991,0.00002693813,0.0000362791,0.00008680854,0.00001964658,0.002450797],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003477784,"threshold_uncertainty_score":0.01163435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008441913332598722,"score_gpt":0.2250384298187961,"score_spread":0.2165965164861974,"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."}}