{"id":"W1993650482","doi":"10.1109/isgteurope.2011.6162628","title":"Three-phase distribution OPF in smart grids: Optimality versus computational burden","year":2011,"lang":"en","type":"article","venue":"","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematical optimization; Robustness (evolution); Heuristic; Computer science; Computational complexity theory; Integer programming; Linear programming; Algorithm; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149912,0.0003908518,0.0006495125,0.0003932486,0.0003236833,0.0007294418,0.0003894815,0.0007518317,0.00169895],"category_scores_gemma":[0.003363098,0.0002516886,0.0002623493,0.0005679774,0.0006507204,0.0008875622,0.0003592332,0.0005959646,0.0001520622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005240061,"about_ca_system_score_gemma":0.0009128054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004331533,"about_ca_topic_score_gemma":0.005148081,"domain_scores_codex":[0.9996052,0.000228849,0.00001210761,0.00002713007,0.00009252006,0.00003419562],"domain_scores_gemma":[0.9987059,0.00106087,0.00007501934,0.00006425269,0.00007648547,0.0000175774],"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":[0.00007044948,0.00002869907,0.0004179399,0.00005076609,0.000008230179,0.00003536012,0.00001862554,0.962252,0.0007177594,0.007019852,0.0003494974,0.02903078],"study_design_scores_gemma":[0.00001594269,0.00002556564,0.0001263356,0.000006437871,0.000003102156,0.00001516211,0.00001330599,0.9958348,0.000583693,0.00304029,0.0003329699,0.00000239888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1644157,0.0006460958,0.8225167,0.0006400968,0.0000471938,0.00007898456,0.0000615468,0.0003656588,0.01122802],"genre_scores_gemma":[0.7876512,0.0004207619,0.2100307,0.00007338719,0.00002613468,0.00009829624,0.00005434773,0.00007723088,0.001568045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004331533,"threshold_uncertainty_score":0.008612633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573592739071556,"score_gpt":0.2621370204513969,"score_spread":0.2264010930606813,"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."}}