{"id":"W2042253414","doi":"10.1016/j.epsr.2009.05.003","title":"Application of continuation power flow method in radial distribution systems","year":2009,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Toronto Metropolitan University","funders":"","keywords":"Jacobian matrix and determinant; Newton's method; Control theory (sociology); Continuation; AC power; Mathematics; Voltage; Shunt (medical); Electric power system; Capacitor; Mathematical analysis; Power (physics); Applied mathematics; Engineering; Computer science; Physics; Nonlinear system; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003777231,0.0002245434,0.0004559978,0.0005950651,0.00007889286,0.0001080377,0.0003326152,0.0002950694,0.00000862514],"category_scores_gemma":[0.0003123661,0.0002401812,0.00007677511,0.002566596,0.00002944804,0.0002854754,0.00002101086,0.0006084404,0.00008153032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110982,"about_ca_system_score_gemma":0.00009168497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956474,"about_ca_topic_score_gemma":0.000005617311,"domain_scores_codex":[0.9963745,0.0005947543,0.0008091855,0.0003936175,0.001021303,0.0008066322],"domain_scores_gemma":[0.9984853,0.0002544673,0.0001034847,0.0004903824,0.0005306129,0.0001357899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005806211,0.0009220258,0.002597967,0.0007593003,0.0002203598,0.00004778592,0.001297664,0.4218013,0.4475093,0.04290464,0.04244916,0.03890989],"study_design_scores_gemma":[0.0008099168,0.000454341,0.0113088,0.0001092246,0.00000878645,0.00002461291,0.0001198524,0.9722728,0.005473548,0.0001043131,0.009014677,0.0002991713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09521411,0.004489958,0.8930041,0.00007577482,0.0007910101,0.002232573,0.0001435253,0.0002753961,0.00377361],"genre_scores_gemma":[0.9991619,0.0000469675,0.0001475966,0.000001969601,0.00008231547,0.0001795771,0.0002830982,0.00002899169,0.00006755954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9039478,"threshold_uncertainty_score":0.9794303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434492121380124,"score_gpt":0.3124631498068117,"score_spread":0.2981182285930105,"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."}}