{"id":"W2133082743","doi":"10.1049/cp:20020069","title":"Assessing the reactive power support requirements for generators in a competitive electricity market","year":2002,"lang":"en","type":"article","venue":"","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electricity market; Electricity; Electricity generation; AC power; Electricity retailing; Computer science; Power (physics); Electrical engineering; Engineering; Voltage; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002622096,0.0001267185,0.0001228215,0.00005826216,0.00005747778,0.00007472156,0.00009995832,0.00005771184,0.0007293085],"category_scores_gemma":[0.00006190707,0.0001028353,0.00004698923,0.0002427041,0.00002105385,0.0003661281,0.00001606561,0.0001328562,0.00002623381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284817,"about_ca_system_score_gemma":0.000009164923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008044492,"about_ca_topic_score_gemma":0.00001588804,"domain_scores_codex":[0.9991937,0.0000315365,0.0001921673,0.0001523446,0.0001283801,0.0003018201],"domain_scores_gemma":[0.9996589,0.00009236519,0.0000259836,0.0001336157,0.00005325477,0.00003588652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002068671,0.001580072,0.04616509,0.000250061,0.0009234175,0.0001147798,0.004168433,0.006979603,0.1267474,0.02924972,0.7544674,0.02914713],"study_design_scores_gemma":[0.003302089,0.000526362,0.1000545,0.00008940205,0.00008558587,0.00002680014,0.001953962,0.7248589,0.1093727,0.0006098911,0.05771444,0.00140535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6239633,0.00009249421,0.04415959,0.0002635184,0.0004615397,0.0008949753,0.00006912102,0.0002888326,0.3298066],"genre_scores_gemma":[0.9986216,0.000008649514,0.0009471355,0.00009583566,0.00003072922,0.00005220374,0.00002122949,0.00001992511,0.0002027036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7178794,"threshold_uncertainty_score":0.7985417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241829611420644,"score_gpt":0.270960459768294,"score_spread":0.2467774986262296,"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."}}