{"id":"W2756718733","doi":"10.1109/sege.2017.8052773","title":"Flexibility-based anti-islanding protection of a microgrid integrated with power grid","year":2017,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Microgrid; Islanding; Flexibility (engineering); Grid; Power grid; Computer science; Power (physics); Electrical engineering; Distributed generation; Engineering; Voltage; 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":[0.0001032131,0.0001150853,0.0001590541,0.00006930945,0.00009778894,0.00006975934,0.0001187453,0.00005680822,0.000102642],"category_scores_gemma":[0.00002182445,0.00008394559,0.00003944548,0.00006649715,0.00004559506,0.0001483394,0.000009759074,0.00009558276,0.000006626181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002839027,"about_ca_system_score_gemma":0.00001964474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008973718,"about_ca_topic_score_gemma":0.00006377089,"domain_scores_codex":[0.9994946,0.00001044633,0.0001530925,0.0001288122,0.00007584973,0.0001372006],"domain_scores_gemma":[0.999484,0.000006909565,0.00006414296,0.0003197,0.00009514274,0.0000301096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004534366,0.0001881174,0.02030238,0.0003916105,0.0002620335,0.00001214064,0.0002421168,0.3710855,0.5677697,0.0001389331,0.0008368928,0.03831711],"study_design_scores_gemma":[0.002251914,0.0002309933,0.009087708,0.0001710613,0.0000398248,0.000008388095,0.00005541741,0.5681415,0.415173,0.0000230827,0.004459016,0.000358162],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7507988,0.0001563299,0.2438353,0.0001312061,0.000422976,0.0006099726,0.00002497052,0.0004366361,0.003583833],"genre_scores_gemma":[0.9947845,0.00001251656,0.005077897,0.00001071903,0.00003174036,0.00001719071,0.00001299643,0.00001861974,0.00003380402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439857,"threshold_uncertainty_score":0.3423202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017349300729908,"score_gpt":0.2007567836106175,"score_spread":0.1905832906033184,"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."}}