{"id":"W7096495241","doi":"","title":"FAST TOPOLOGY DETECTION BASED ON OPEN LINE DETECTION RELAYS, A STRATEGIC FUNCTION IN POWER SYSTEM PROTECTION","year":2014,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Topology (electrical circuits); Function (biology); Key (lock); Interconnection; Network topology; Electric power system; Electric power transmission; Line (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003246212,0.0005010267,0.0002574975,0.0007008504,0.00027325,0.000693575,0.0005641669,0.0003935189,0.0007839261],"category_scores_gemma":[0.0009695875,0.0001137205,0.0001143149,0.0004141604,0.0005886352,0.0007379794,0.0002376042,0.0004151454,0.0001670897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007378219,"about_ca_system_score_gemma":0.0003512545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00342507,"about_ca_topic_score_gemma":0.004456193,"domain_scores_codex":[0.9996297,0.00007323923,0.00001898251,0.00007732631,0.000178641,0.00002215237],"domain_scores_gemma":[0.999406,0.0002158365,0.0001242814,0.00004298022,0.0001863293,0.00002464702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007649031,0.0001539318,0.005284301,0.0004312749,0.00005554815,0.00068162,0.0004739923,0.0920212,0.2005236,0.02241689,0.003024379,0.6741684],"study_design_scores_gemma":[0.0001056461,0.001162308,0.009782329,0.00008393732,0.00008697622,0.001436579,0.0002110196,0.8209934,0.1374413,0.01439947,0.01420703,0.00008986594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1118675,0.001474321,0.8779159,0.0002639152,0.00008259305,0.0001259344,0.00008921866,0.0009110328,0.007269672],"genre_scores_gemma":[0.9390066,0.0003075884,0.05879819,0.00004036806,0.00001823847,0.00001790215,0.00003999422,0.00001283089,0.001758283],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00342507,"threshold_uncertainty_score":0.006810248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607121269861455,"score_gpt":0.210688311133291,"score_spread":0.1946170984346764,"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."}}