{"id":"W2306117095","doi":"10.1109/tpel.2015.2499163","title":"Control Design of a PFC With Harmonic Mitigation Function for Small Hybrid AC/DC Buildings","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rectifier (neural networks); Harmonic; Power factor; Controller (irrigation); Computer science; AC power; Power electronics; Engineering; Electronic engineering; Control theory (sociology); Electrical engineering; Control (management); Voltage","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":[0.0002113656,0.0002028226,0.000225089,0.0001461038,0.00006717134,0.00002978152,0.00009532891,0.00008525653,0.00001551892],"category_scores_gemma":[0.00000476015,0.0001963754,0.00008915128,0.0001913422,0.00002615347,0.0001681579,2.329252e-7,0.0002010125,0.000006343042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104311,"about_ca_system_score_gemma":0.0001357378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005422121,"about_ca_topic_score_gemma":0.00001850307,"domain_scores_codex":[0.9990184,0.00003185291,0.0002563194,0.0002006176,0.0001500523,0.000342742],"domain_scores_gemma":[0.9993643,0.00007881952,0.00006847296,0.0001822497,0.0002162187,0.00009000087],"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":[0.0008574199,0.00007230614,0.000001370823,0.00002005146,0.0001996206,4.679952e-7,0.00008421161,0.9654486,0.02759645,0.0001123413,0.0002749388,0.005332181],"study_design_scores_gemma":[0.005799497,0.002561792,0.000006176954,0.00004120897,0.0003865326,0.00002070699,0.00003390894,0.6992967,0.2860189,0.0004307762,0.005021636,0.0003822427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01708454,0.0008094614,0.9806905,0.00007358677,0.0002997672,0.0007457323,0.00003560815,0.0002248895,0.00003590176],"genre_scores_gemma":[0.992813,0.0001358875,0.006633273,0.00007407648,0.00002356136,0.0001956597,0.00001156626,0.00006042179,0.00005256239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9757285,"threshold_uncertainty_score":0.8007956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009928141050147917,"score_gpt":0.183471407623275,"score_spread":0.1735432665731271,"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."}}