{"id":"W2152226972","doi":"10.1109/tpel.2004.833460","title":"Topologies of Single-Phase Inverters for Small Distributed Power Generators: An Overview","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":874,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Distributed generation; Network topology; Electronic engineering; Decoupling (probability); Inverter; Computer science; Engineering; Modular design; Distributed power; Electric power system; Electrical engineering; Voltage; Topology (electrical circuits); Power (physics); Control engineering; Renewable energy","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":[0.00006086269,0.0001897693,0.0002150446,0.0000972991,0.00007052079,0.00002693446,0.0001320575,0.0001224772,0.00003851833],"category_scores_gemma":[0.000003143121,0.0001942448,0.000133473,0.0002011683,0.00003359755,0.0001444897,3.786634e-7,0.0001458482,0.000002897487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260022,"about_ca_system_score_gemma":0.00006357554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007578801,"about_ca_topic_score_gemma":0.0000998102,"domain_scores_codex":[0.9991463,0.00001542622,0.0002365189,0.000181997,0.00008200026,0.0003377125],"domain_scores_gemma":[0.9995533,0.00002451197,0.00003972894,0.0002412957,0.00007451971,0.0000667036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001298428,0.0006829849,5.160784e-7,0.0000471555,0.0001620173,0.000001300822,0.0002597024,0.9134251,0.06777615,0.0007741233,0.00009360737,0.01664754],"study_design_scores_gemma":[0.005221765,0.002941547,0.000005284961,0.00005634567,0.0001702131,0.00001239985,0.0001214823,0.063148,0.9187294,0.001024462,0.007976557,0.0005925574],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0728373,0.002567139,0.9233486,0.00008660327,0.000377142,0.0002921985,0.0002251614,0.0002385644,0.00002730225],"genre_scores_gemma":[0.9964378,0.0009157496,0.002398922,0.00009047543,0.00001230265,0.00004896842,0.00004838001,0.00004063065,0.000006764169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9236005,"threshold_uncertainty_score":0.7921075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319293557872076,"score_gpt":0.2490950371424044,"score_spread":0.2259021015636837,"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."}}