{"id":"W2011664460","doi":"10.1109/tpwrd.2004.824401","title":"Representation of<tex>$PV$</tex>Buses in a Newton-Type Harmonic Power Flow Program","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Jacobian matrix and determinant; Newton's method; Generator (circuit theory); Mathematics; Iterative method; Control theory (sociology); Representation (politics); Type (biology); Quadratic equation; Convergence (economics); Harmonic; Power (physics); Applied mathematics; Mathematical optimization; Computer science; Physics; Nonlinear system; Geometry","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":[0.0005115931,0.0005480406,0.0002811342,0.0003925261,0.0002790308,0.0007157449,0.0005980623,0.0002917951,0.01710982],"category_scores_gemma":[0.001122007,0.0001971341,0.0002624229,0.0004175695,0.0003948784,0.0006858808,0.0003614532,0.0006496669,0.003384313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106603,"about_ca_system_score_gemma":0.0009033577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033853,"about_ca_topic_score_gemma":0.004808397,"domain_scores_codex":[0.9998416,0.0000409785,0.000006986547,0.00002287183,0.00007267524,0.00001486991],"domain_scores_gemma":[0.9997826,0.00009849254,0.00002307016,0.00002532281,0.00006294253,0.000007540937],"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":[0.00006387644,0.00007553032,0.0004983817,0.0002254697,0.0000112449,0.0001627328,0.0002422663,0.499295,0.008899371,0.2067635,0.008142085,0.2756205],"study_design_scores_gemma":[0.00001719298,0.00004593196,0.0001183085,0.00002447574,0.000007345454,0.00006904284,0.00002230683,0.9417404,0.004293181,0.03202079,0.02163221,0.00000889492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00175178,0.00001273802,0.993275,0.0000383874,0.000011947,0.00003019453,0.00005312795,0.0002601267,0.004566614],"genre_scores_gemma":[0.1035039,0.0001716883,0.8769779,0.00004608404,0.00004154668,0.0002672139,0.0002780745,0.0004474017,0.0182662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01710982,"threshold_uncertainty_score":0.05723804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535795246534055,"score_gpt":0.2680556813071547,"score_spread":0.2426977288418141,"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."}}