{"id":"W4254595217","doi":"10.1109/ias.2005.1518437","title":"Testing of a wavelet packet transform-based differential protection for resistance-grounded three-phase transformers","year":2005,"lang":"en","type":"article","venue":"Fourtieth IAS Annual Meeting. Conference Record of the 2005 Industry Applications Conference, 2005.","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inrush current; Wavelet packet decomposition; Electronic engineering; Wavelet; Current transformer; Transformer; Wavelet transform; Computer science; Engineering; Control theory (sociology); Electrical engineering; Artificial intelligence; Voltage","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006861519,0.0005619593,0.0007435784,0.0003026655,0.0003266165,0.00007315894,0.0007443915,0.0007921614,0.0001365208],"category_scores_gemma":[0.0001302914,0.0004983577,0.0003179858,0.0006659226,0.000306688,0.0003710981,0.00002938291,0.001004926,0.00000825353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516774,"about_ca_system_score_gemma":0.0005204033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001895606,"about_ca_topic_score_gemma":0.002461348,"domain_scores_codex":[0.9964908,0.0001263087,0.001462002,0.0005433023,0.0005403561,0.0008372638],"domain_scores_gemma":[0.9975047,0.0002398247,0.0006611365,0.0006973057,0.0006686919,0.0002283513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001032325,0.0008955008,0.0003391177,0.001796589,0.0004502024,5.684377e-7,0.0009036157,0.003744802,0.04620362,0.002838286,0.002695564,0.9390998],"study_design_scores_gemma":[0.006547465,0.0006987748,0.001022202,0.002102718,0.0005597617,0.00001900616,0.001505445,0.544998,0.1861458,0.003963743,0.2507179,0.001719132],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07009409,0.00007034234,0.9120085,0.00112308,0.0005148859,0.004862202,0.001115753,0.0003693055,0.009841822],"genre_scores_gemma":[0.9873257,0.00001387696,0.009486312,0.00001781263,0.0003479522,0.002173925,0.00004442362,0.00008197519,0.0005080308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9373807,"threshold_uncertainty_score":0.9997468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277969797278003,"score_gpt":0.2642585985772956,"score_spread":0.2314789006045156,"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."}}