{"id":"W1987636101","doi":"10.1049/ip-gtd:20010500","title":"Reply: Series load flow: A novel noniterative load flow solution method","year":2001,"lang":"en","type":"article","venue":"IEE Proceedings - Generation Transmission and Distribution","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Flow (mathematics); Series (stratigraphy); Computer science; Mechanics; Geology; Physics","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":[0.0006259552,0.0002966495,0.0002678949,0.00005909895,0.000381883,0.0002627636,0.00007692343,0.0002025147,0.0001365161],"category_scores_gemma":[0.00007407902,0.000281834,0.00008250023,0.0003961998,0.00005366709,0.0009585978,0.00001264345,0.0001777584,0.000008856029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003931689,"about_ca_system_score_gemma":0.00008442544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000219504,"about_ca_topic_score_gemma":0.00001484484,"domain_scores_codex":[0.9983053,0.00002876433,0.0005060562,0.0004419317,0.0004140686,0.0003039461],"domain_scores_gemma":[0.9989573,0.00001472472,0.0000788494,0.000112574,0.0006084727,0.00022813],"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":[0.000882654,0.0006531193,0.002006392,0.001088227,0.0002251399,0.000009842973,0.0156994,0.1187741,0.6963303,0.004765637,0.05153597,0.1080292],"study_design_scores_gemma":[0.0008959667,0.00006784922,0.0005053375,0.0000608861,0.00003258748,0.00005698988,0.0001404797,0.8902027,0.02646847,0.00006859886,0.08117309,0.0003270465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01566018,0.0004218182,0.9799556,0.0006383787,0.0003481917,0.0004232811,0.0001308243,0.0004546963,0.001967001],"genre_scores_gemma":[0.9531661,0.0005183028,0.044242,0.0001481308,0.0002224036,0.000125608,0.0007677971,0.00004014954,0.0007694665],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.937506,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767927610290899,"score_gpt":0.2424807561571144,"score_spread":0.2248014800542054,"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."}}