{"id":"W3088178389","doi":"10.52549/ijeei.v8i3.1609","title":"Towards energy transition: conjoint assessment of large-scale PV system performance and interconnection impacts in isolated microgrid","year":2020,"lang":"en","type":"article","venue":"Indonesian Journal of Electrical Engineering and Informatics (IJEEI)","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Universiti Teknologi Brunei","keywords":"Microgrid; Reliability engineering; Grid; Interconnection; Photovoltaic system; Distributed generation; Computer science; Islanding; Automotive engineering; Engineering; Electrical engineering; Renewable energy; Telecommunications","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":[0.0002953829,0.0003165519,0.00018533,0.0004724185,0.0001519739,0.0004984722,0.00022438,0.0002955136,0.0007152427],"category_scores_gemma":[0.0005541074,0.0001273664,0.0002794906,0.0003579625,0.0001733692,0.0005178709,0.0003193028,0.0002172571,0.00009539463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096057,"about_ca_system_score_gemma":0.0001909331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302308,"about_ca_topic_score_gemma":0.005581971,"domain_scores_codex":[0.9998908,0.00003716389,0.000004637176,0.00002110686,0.00002970353,0.00001660022],"domain_scores_gemma":[0.9998404,0.00005835955,0.00002662986,0.00002096706,0.00003782828,0.00001589584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004411911,0.0002590781,0.08046822,0.0001212946,0.0001201823,0.0005138423,0.0002031287,0.8545479,0.02231894,0.0009594529,0.0003569135,0.03968986],"study_design_scores_gemma":[0.00001061982,0.000677521,0.09965956,0.00001191043,0.00003705026,0.0001412298,0.0005669768,0.886773,0.01055342,0.001107345,0.0004385068,0.00002283297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984874,0.00003115603,0.01326768,0.0000240463,0.000002028544,0.00003150212,0.0001308214,0.00006664676,0.001572193],"genre_scores_gemma":[0.9986811,0.00001070606,0.00109204,0.000001698123,3.964632e-7,0.000004178019,0.00005385178,0.000003526838,0.0001524997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00302308,"threshold_uncertainty_score":0.006011009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002755437855398409,"score_gpt":0.172523909177675,"score_spread":0.1697684713222765,"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."}}