{"id":"W2007266400","doi":"10.2316/journal.203.2005.3.203-3476","title":"Effective Capacitor Control Model for Unbalanced Distribution Systems","year":2005,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capacitor; Control (management); Distribution (mathematics); Control theory (sociology); Computer science; Electrical engineering; Engineering; Mathematics; Voltage; Artificial intelligence; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003333983,0.0007960442,0.0004888214,0.0005161695,0.0003482633,0.0009735099,0.001256588,0.00082412,0.002929738],"category_scores_gemma":[0.0006196284,0.0002193038,0.0003214059,0.0005065222,0.0005557397,0.001158332,0.0004058226,0.0007525829,0.0003654418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882996,"about_ca_system_score_gemma":0.0007302556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009622962,"about_ca_topic_score_gemma":0.006443024,"domain_scores_codex":[0.9996755,0.00005507889,0.00001338315,0.00005553349,0.0001608534,0.00003962866],"domain_scores_gemma":[0.9998398,0.00004614513,0.00002611366,0.00001225232,0.00006539485,0.00001021557],"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":[0.00001841207,0.0000155204,0.0001008434,0.00004638117,0.000009501104,0.00008865201,0.00003980865,0.9528587,0.002970711,0.03135213,0.001025034,0.01147432],"study_design_scores_gemma":[0.000004494107,0.000009252862,0.00002916693,0.000001738563,0.000002586918,0.000009167679,0.000003053549,0.9965428,0.0003080509,0.002300869,0.0007856604,0.000003197612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008111133,0.0001977034,0.9820681,0.0001711513,0.00005838805,0.00004444835,0.00007444862,0.0002774908,0.00899705],"genre_scores_gemma":[0.9245168,0.0006845365,0.05710579,0.0001286742,0.00008077924,0.0001923781,0.0002042646,0.00008666728,0.01700004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009622962,"threshold_uncertainty_score":0.01913393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003678854897364456,"score_gpt":0.207955998005776,"score_spread":0.2042771431084116,"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."}}