{"id":"W1833365857","doi":"10.1109/pesw.2001.916947","title":"Arc modeling for circuit breakers","year":2002,"lang":"en","type":"article","venue":"2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194)","topic":"Vacuum and Plasma Arcs","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Circuit breaker; Emtp; Distribution board; Electric power transmission; Computer science; Arc (geometry); Transmission line; Electrical engineering; Arc-fault circuit interrupter; Representation (politics); Electronic engineering; Electric power system; Power (physics); Voltage; Engineering; Short circuit; Mechanical engineering; 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":[0.0001882332,0.0007545304,0.0005753781,0.0005228753,0.0002782574,0.00091127,0.001442343,0.0008979145,0.03243206],"category_scores_gemma":[0.0005928953,0.000287834,0.0005679019,0.0007297852,0.0001517742,0.001401648,0.0003871704,0.0007948444,0.008512571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725386,"about_ca_system_score_gemma":0.0004052594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868604,"about_ca_topic_score_gemma":0.00162341,"domain_scores_codex":[0.9997887,0.00003733821,0.00001397677,0.0000370769,0.0001079189,0.00001514357],"domain_scores_gemma":[0.9998349,0.00004061848,0.00001667119,0.00004681932,0.00005301531,0.00000792385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006994285,0.00004023066,0.0003510076,0.0005640634,0.00004863548,0.0001821594,0.0001222682,0.7069326,0.01240085,0.1277354,0.03549057,0.1160623],"study_design_scores_gemma":[0.00001652724,0.00006106899,0.0002728333,0.00006655588,0.00002190865,0.0001818685,0.00002181275,0.7602052,0.004005816,0.032888,0.2022416,0.0000167949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005558156,0.003713799,0.9057509,0.0004617626,0.0004594185,0.0001094558,0.002292301,0.005977029,0.07567722],"genre_scores_gemma":[0.517958,0.01405808,0.2013775,0.0003471946,0.0004665829,0.000526309,0.009869644,0.002455187,0.2529414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03243206,"threshold_uncertainty_score":0.108496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459219511398717,"score_gpt":0.2131453673175034,"score_spread":0.1885531722035163,"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."}}