{"id":"W4253661457","doi":"10.1109/61.974199","title":"Multisensor secondary device for detection of low-level arcing faults in metal-clad MCC switchgear panel","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Switchgear; Electric arc; Electrical engineering; Transformer; Engineering; Automotive engineering; Busbar; Electrical equipment; Voltage; Low voltage; Current transformer; Materials science; Electrode","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":[0.0002872868,0.0004636507,0.0006513018,0.0005023597,0.0002212737,0.0003762405,0.0007333411,0.0007096153,0.002399745],"category_scores_gemma":[0.0005941271,0.0002534986,0.0003083363,0.000210989,0.0002860435,0.0005976075,0.0005264675,0.0005031948,0.0006290135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953922,"about_ca_system_score_gemma":0.0001372028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001668698,"about_ca_topic_score_gemma":0.0004243006,"domain_scores_codex":[0.9995239,0.00005955794,0.00002174225,0.0001571077,0.0001970956,0.00004068306],"domain_scores_gemma":[0.99936,0.0002098848,0.0001219337,0.00009269482,0.0001613624,0.00005408455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001918189,0.00003525941,0.0009563497,0.0001574417,0.00001344655,0.0001025312,0.00006621842,0.0002198348,0.9711087,0.0002656189,0.0004457567,0.02643696],"study_design_scores_gemma":[0.00002753459,0.0007511036,0.005345327,0.0000146628,0.00004239626,0.0009779528,0.00004760924,0.006778063,0.9816777,0.00009026034,0.004224587,0.00002286097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5861967,0.003171541,0.3976579,0.0004504736,0.0004410927,0.0003531692,0.000707572,0.004596351,0.006425211],"genre_scores_gemma":[0.9189935,0.0003114336,0.0765527,0.0002233489,0.00006822433,0.00008122301,0.0001534741,0.00005834612,0.003557694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002399745,"threshold_uncertainty_score":0.008027911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03709616674280489,"score_gpt":0.2211570542224097,"score_spread":0.1840608874796048,"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."}}