{"id":"W196954948","doi":"","title":"Novel Control of PV Solar and Wind Farm Inverters as STATCOM for Increasing Connectivity of Distributed Generators","year":2013,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photovoltaic system; Wind power; Solar wind; Distributed generation; Environmental science; Electrical engineering; Meteorology; Engineering; Renewable energy; Automotive engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000211173,0.0002281487,0.0004082483,0.0002258523,0.00008250382,0.00007648642,0.0002130787,0.0001530259,0.000007741811],"category_scores_gemma":[0.00006044496,0.0002583547,0.0000939946,0.0002077115,0.0000943121,0.0007741445,0.00006177942,0.0001707797,0.000003041133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008553197,"about_ca_system_score_gemma":0.00003789009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000519981,"about_ca_topic_score_gemma":0.0002577049,"domain_scores_codex":[0.9989793,0.00008206443,0.0002707041,0.0002468333,0.0001400905,0.0002810082],"domain_scores_gemma":[0.9990763,0.0001800438,0.0001514011,0.0002190385,0.0002238792,0.0001493162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001848495,0.00007443533,0.8662598,0.0002087323,0.0002663507,0.000004239044,0.0002210506,0.009671843,0.1206408,0.00005442409,4.725094e-7,0.002413106],"study_design_scores_gemma":[0.008007593,0.0002676722,0.9390206,0.0001832511,0.0003062618,0.00002096333,0.0003625589,0.003926302,0.04693705,0.000110372,0.0002459415,0.000611432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8454548,0.0001365999,0.1534761,0.00002827678,0.00008719286,0.0004702309,0.0002706024,0.00006780113,0.000008452637],"genre_scores_gemma":[0.9994569,0.00004822511,0.0003154948,0.00005027982,0.00002494902,0.000001913357,0.00005093524,0.00003236092,0.00001890544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540021,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270367283561304,"score_gpt":0.234456101640817,"score_spread":0.2074193732846866,"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."}}