{"id":"W2113514346","doi":"10.1109/tpwrd.2007.893188","title":"Instantaneous Voltage Estimation for Assessment and Monitoring of Flicker Indices in Power Systems","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Flicker; Voltage; Mains electricity; Electric power system; Voltage optimisation; Power (physics); Power quality; Electricity; Engineering; Electronic engineering; Switched-mode power supply; Reliability engineering; Quality (philosophy); Supply network; Computer science; Electrical engineering; 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":[0.0003846262,0.0001442135,0.0002162734,0.000282954,0.00005378004,0.00002888542,0.00006358342,0.0001114324,0.00001568305],"category_scores_gemma":[0.000003358427,0.0001531489,0.00004971826,0.0001946035,0.0000277025,0.0002023259,7.201314e-7,0.0001350361,0.000001761199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978912,"about_ca_system_score_gemma":0.00002281342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003531307,"about_ca_topic_score_gemma":0.00003162232,"domain_scores_codex":[0.9989979,0.00001929612,0.0004394922,0.0001702612,0.0001764238,0.0001965896],"domain_scores_gemma":[0.9994704,0.0001768264,0.00005406279,0.0001653754,0.00006840018,0.00006496424],"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":[0.0001420533,0.000228501,0.003109851,0.000437213,0.0001041219,0.00001546482,0.002449035,0.9845083,0.005696699,0.0001122432,0.00002624977,0.003170284],"study_design_scores_gemma":[0.003872732,0.0007617704,0.03974113,0.000925582,0.0001136055,0.00007872424,0.006549462,0.9111464,0.03458346,0.0000406006,0.001017109,0.00116945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3867444,0.0001173508,0.6113735,0.000002325268,0.0008962679,0.0002963366,0.00003679751,0.00006747174,0.0004654893],"genre_scores_gemma":[0.997515,0.00004436425,0.002340676,0.000004358799,0.000003752374,0.00003506121,0.000002117683,0.00002329078,0.00003141886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6107705,"threshold_uncertainty_score":0.6245229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555625132288118,"score_gpt":0.2628293396684517,"score_spread":0.2472730883455705,"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."}}