{"id":"W4200534365","doi":"10.1002/9781119794929.ch10","title":"Optimal Coordination with Considering Multiple Characteristic Curves","year":2021,"lang":"en","type":"other","venue":"","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Overcurrent; Relay; Mathematical optimization; Computer science; Inverse; Coordination game; Protective relay; Mathematics; Engineering; Current (fluid); Electrical engineering; Geometry; Power (physics); Physics","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":[0.0007967862,0.001432535,0.001335916,0.0005435692,0.0004635882,0.001532186,0.000662633,0.0008227708,0.003270533],"category_scores_gemma":[0.00320589,0.0005344977,0.000788006,0.0006357502,0.0006683554,0.001444621,0.001096595,0.0009797277,0.000529028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097568,"about_ca_system_score_gemma":0.001036851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00369676,"about_ca_topic_score_gemma":0.002380844,"domain_scores_codex":[0.9994521,0.0001810133,0.0000223595,0.0001307969,0.0001409399,0.00007274323],"domain_scores_gemma":[0.999294,0.0004006709,0.00009251869,0.00007402194,0.0001071186,0.00003155653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003950609,0.00001187639,0.0001835852,0.00004425572,0.00001574864,0.00003879791,0.00004898924,0.9543235,0.001149466,0.01811049,0.00076099,0.02527269],"study_design_scores_gemma":[0.00001006044,0.00003711463,0.00007666738,0.00001193477,0.0000116409,0.00003560403,0.00002489222,0.9857882,0.0006771775,0.01123023,0.00208679,0.000009693849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01024494,0.0002659388,0.9815996,0.0001343698,0.00003166525,0.00002406458,0.00003003357,0.0001371087,0.007532223],"genre_scores_gemma":[0.739662,0.0009440317,0.2481929,0.00007520955,0.00007549181,0.000125811,0.00014192,0.0002162276,0.01056644],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00369676,"threshold_uncertainty_score":0.01094103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008895203847076793,"score_gpt":0.2051188446746961,"score_spread":0.1962236408276193,"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."}}