{"id":"W1550722676","doi":"10.1109/apec.2015.7104753","title":"A simple DQ current controller for single-phase grid-connected inverters","year":2015,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Simple (philosophy); Current (fluid); Grid; Computer science; Three-phase; Controller (irrigation); Control theory (sociology); Phase (matter); Electronic engineering; Topology (electrical circuits); Electrical engineering; Voltage; Physics; Engineering; Mathematics; Control (management); Artificial intelligence","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":[0.00008217327,0.000129887,0.0001784982,0.00006228697,0.00002626502,0.00004486496,0.00007550124,0.00004543819,0.00004973244],"category_scores_gemma":[0.0000640389,0.0001135959,0.00006504959,0.00009374107,0.00001057402,0.0001143537,0.000009662292,0.00005081525,0.00002873247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000060427,"about_ca_system_score_gemma":0.00001570934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008114715,"about_ca_topic_score_gemma":0.0000161915,"domain_scores_codex":[0.9993659,0.00001076997,0.0001927289,0.0001258718,0.00007677659,0.0002279087],"domain_scores_gemma":[0.999591,0.00004255158,0.0000213891,0.0001030177,0.0001056333,0.0001364435],"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":[0.0004841363,0.0003989625,0.0001167645,0.0001181114,0.0002312477,0.00000315995,0.000641576,0.2068947,0.02939942,0.0008688441,0.3149076,0.4459354],"study_design_scores_gemma":[0.007149465,0.00009864368,0.000003630015,0.000005362072,0.00002607456,0.000001606163,0.00003821492,0.884059,0.001643523,0.0002449408,0.1065716,0.0001579392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01146448,0.002608025,0.9795231,0.0001696543,0.001618226,0.001009343,0.00008403656,0.0009648972,0.00255824],"genre_scores_gemma":[0.9974986,0.00003221656,0.001538373,0.0002019206,0.0003618498,0.0001077339,0.0001613469,0.00003874488,0.00005921798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9860341,"threshold_uncertainty_score":0.4632305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664681042675249,"score_gpt":0.2590618704091414,"score_spread":0.2224150599823889,"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."}}