{"id":"W2138320691","doi":"","title":"Reactive power control in distribution systems by using advanced techniques","year":2011,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"AC power; Control (management); Power (physics); Reliability engineering; Voltage; Computer science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002307625,0.0003955088,0.0002084746,0.000270629,0.0001654793,0.0006125914,0.0003419334,0.0002921052,0.001620805],"category_scores_gemma":[0.0006058181,0.0001171575,0.0001827895,0.0004635706,0.000370575,0.0008214082,0.0002723423,0.0006211255,0.000591914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147548,"about_ca_system_score_gemma":0.0001690701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007777413,"about_ca_topic_score_gemma":0.001042262,"domain_scores_codex":[0.9998336,0.00003350444,0.000008902278,0.00003121388,0.00008474323,0.000007983292],"domain_scores_gemma":[0.9998531,0.00006393398,0.00002427905,0.00002348808,0.00003140439,0.000003757049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001199755,0.00006277618,0.0005644757,0.0003957038,0.00005255476,0.0001327119,0.0002043191,0.1926872,0.08040808,0.07072214,0.002861813,0.6517882],"study_design_scores_gemma":[0.00009134164,0.0004524274,0.0009047439,0.0001309868,0.00006389026,0.0003502915,0.00004653016,0.8208979,0.02711067,0.07530017,0.07461023,0.00004079877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008029551,0.002271272,0.9810992,0.0002018278,0.0001428125,0.00003327044,0.00002692319,0.0004152422,0.007779985],"genre_scores_gemma":[0.7608004,0.006480029,0.2204246,0.0001615073,0.0006142369,0.00009202235,0.0000859163,0.00009275399,0.01124846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001620805,"threshold_uncertainty_score":0.005422115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007732979306857924,"score_gpt":0.1967977557125738,"score_spread":0.1890647764057159,"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."}}