{"id":"W2105273562","doi":"10.1109/icpe.2011.5944410","title":"Advanced building blocks of power converters for renewable energy based distributed generators","year":2011,"lang":"en","type":"article","venue":"","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Islanding; Maximum power point tracking; Distributed generation; Photovoltaic system; Wind power; Computer science; Grid-connected photovoltaic power system; Electronic engineering; Renewable energy; Converters; Electrical engineering; Engineering; Voltage; Inverter","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":[0.0002168287,0.0004725244,0.0003036431,0.0004208909,0.0002216663,0.001027243,0.0006062043,0.0005978468,0.007794098],"category_scores_gemma":[0.000353001,0.0002597457,0.0003348336,0.0004676213,0.0002381887,0.0007866597,0.00030889,0.0009577546,0.003494509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321561,"about_ca_system_score_gemma":0.0002187585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002693646,"about_ca_topic_score_gemma":0.0003662539,"domain_scores_codex":[0.9998012,0.00003766962,0.00001288494,0.00002672152,0.0001093401,0.00001225351],"domain_scores_gemma":[0.9998797,0.00002949984,0.000009780161,0.00002133895,0.00005316208,0.000006504934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001490518,0.0002128981,0.0006288457,0.0008890163,0.0000933449,0.0004811943,0.0001562571,0.1097143,0.1017346,0.3329947,0.01062618,0.4423196],"study_design_scores_gemma":[0.0001456271,0.000609347,0.0009045042,0.0002875543,0.00008079869,0.0009236921,0.00005041379,0.4291637,0.06273586,0.1265355,0.3785062,0.00005686069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009843059,0.005440495,0.9025267,0.0002925609,0.0004621718,0.0002513851,0.0001655015,0.001118317,0.07989978],"genre_scores_gemma":[0.4324126,0.007434924,0.5074077,0.0002124555,0.0003814315,0.0005165803,0.0004630366,0.0001665746,0.05100482],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007794098,"threshold_uncertainty_score":0.02607387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604668066195021,"score_gpt":0.2275700224692613,"score_spread":0.211523341807311,"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."}}