{"id":"W3020802644","doi":"10.1109/epec47565.2019.9074809","title":"Laboratory Assessment of DER Inverter Grid Support Functions for Updated Canadian CSA C22.3 No.9 Interconnection Standard","year":2019,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Photovoltaic system; Interconnection; Reliability engineering; Renewable energy; Grid; Computer science; Inverter; Test (biology); Smart grid; Electrical engineering; Systems engineering; Engineering; Telecommunications; Voltage","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009917581,0.00009309353,0.0001371178,0.0001335902,0.00002930519,0.0000222774,0.00004938771,0.0000697988,0.002785365],"category_scores_gemma":[0.000006278971,0.00008973949,0.00004224447,0.0001173186,0.000007210518,0.0001668509,0.000005750313,0.00006461724,0.00007516056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181146,"about_ca_system_score_gemma":0.0001561996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394091,"about_ca_topic_score_gemma":0.02381246,"domain_scores_codex":[0.9994603,0.000009103621,0.0001841129,0.0001113595,0.00006541419,0.0001697423],"domain_scores_gemma":[0.9994832,0.0000122407,0.00002259765,0.0001358594,0.0002640272,0.00008201965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001048633,0.00005857428,0.02715377,0.0003467361,0.0007293263,0.000002130866,0.0002345535,0.1695959,0.04705065,0.001184428,0.7443748,0.009164318],"study_design_scores_gemma":[0.001403098,0.0002296223,0.002935675,0.0000182151,0.00006353774,0.000001549292,0.0001271833,0.5517582,0.003674809,0.00001479276,0.4395002,0.0002732172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2381681,0.0002248695,0.6504779,0.0008873065,0.01493893,0.003264528,0.003105832,0.001032329,0.08790018],"genre_scores_gemma":[0.9957525,0.00001808424,0.002374303,0.0002805178,0.000104394,0.00003987757,0.0004547457,0.00002917418,0.0009463928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7575845,"threshold_uncertainty_score":0.9981262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002906363038654753,"score_gpt":0.1937537490789376,"score_spread":0.1908473860402829,"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."}}