{"id":"W2120772031","doi":"10.1109/ccece.2003.1226484","title":"Issues of interconnecting distributed power generators with electric grids","year":2004,"lang":"en","type":"article","venue":"","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Interconnection; Electric power; Electric power system; Distributed power; Computer science; Development (topology); Power-system protection; Electrical engineering; Power (physics); Engineering; Reliability engineering; Systems engineering; Telecommunications; Voltage; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00007172451,0.0001129994,0.0001472916,0.0001189167,0.00002749207,0.00002044179,0.0000791682,0.0000501813,0.00004814507],"category_scores_gemma":[0.00001514546,0.00009031222,0.0000299069,0.0004127254,0.00001109016,0.00007772456,0.000008539925,0.00009310924,0.00002098448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009879236,"about_ca_system_score_gemma":0.00000970221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008908341,"about_ca_topic_score_gemma":0.00002152842,"domain_scores_codex":[0.999434,0.00000866194,0.0001700463,0.0001053927,0.0001116772,0.0001702111],"domain_scores_gemma":[0.9997343,0.00001373863,0.00002838517,0.0001466215,0.00004577414,0.00003113508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001426367,0.0003043408,0.11559,0.0005884369,0.001986807,0.00007244427,0.007537694,0.4973062,0.3375562,0.02144447,0.01513567,0.002335149],"study_design_scores_gemma":[0.0007541945,0.0002808222,0.002637995,0.00009323939,0.00001899849,0.0001042453,0.0003228474,0.001677099,0.9927476,0.0000897576,0.0009316579,0.0003415291],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8698604,0.0001467311,0.1270666,0.00001261507,0.0004823948,0.0000855925,0.000004302884,0.0004233613,0.001918046],"genre_scores_gemma":[0.9991695,0.000004021421,0.0006676757,0.000003915937,0.00006044158,0.00000786267,0.000003712741,0.00002689926,0.00005599326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6551915,"threshold_uncertainty_score":0.3682825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004255609225448108,"score_gpt":0.1930566264259377,"score_spread":0.1888010172004896,"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."}}