{"id":"W189903346","doi":"","title":"Source Node Expansion Algorithm for Coherency Based Islanding of Power Systems","year":2011,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Algorithm; Computer science; Node (physics); Power (physics); Islanding; Electric power system; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006165614,0.0002625355,0.0004885927,0.0004696008,0.000286494,0.00002399762,0.0004726958,0.0003209107,0.0002784246],"category_scores_gemma":[0.00003647057,0.0003254728,0.0002510546,0.0003748084,0.0001277007,0.0003919528,0.00007251676,0.0002645201,0.00004999722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749793,"about_ca_system_score_gemma":0.00004590355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001383845,"about_ca_topic_score_gemma":0.00002767392,"domain_scores_codex":[0.9984497,0.0001010362,0.0003522542,0.0003264186,0.0003781473,0.0003923784],"domain_scores_gemma":[0.9987893,0.0001220395,0.0002463945,0.0004947867,0.0002149563,0.0001325872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002578871,0.001324709,0.5297455,0.008646834,0.003279624,0.000141484,0.08518896,0.02489843,0.3166798,0.001297885,0.01155705,0.01466088],"study_design_scores_gemma":[0.02903361,0.003354436,0.2202849,0.005662128,0.001439979,0.0002256469,0.03020275,0.4067466,0.2476584,0.0005275092,0.04870585,0.006158151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6935239,0.0002089108,0.3000886,0.000006321973,0.001533221,0.0005507822,0.0001401795,0.0002891469,0.00365894],"genre_scores_gemma":[0.9929745,0.000004115913,0.005848819,0.000005132442,0.00003774236,0.00000327797,0.00002025814,0.00006217429,0.001043979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3818482,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165756433797556,"score_gpt":0.1917716735617154,"score_spread":0.1701141092237398,"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."}}