{"id":"W3214223160","doi":"10.1109/access.2021.3125572","title":"Evaluation and Mitigation of Electromagnetic Interference Between Railways and Nearby Power Lines: A Review","year":2021,"lang":"en","type":"review","venue":"IEEE Access","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Hydro; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electromagnetic interference; Interference (communication); Power (physics); Electromagnetic compatibility; Electrical engineering; Telecommunications; Computer science; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005574466,0.0003024209,0.001263457,0.0000888211,0.00005399003,0.0001122557,0.0002445783,0.00008006279,0.0002129164],"category_scores_gemma":[0.00003928089,0.0002543504,0.0001274236,0.0003331595,0.00006240456,0.0001562343,0.0000889974,0.0002506764,0.000003842878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002766228,"about_ca_system_score_gemma":0.0003094261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000337441,"about_ca_topic_score_gemma":8.978456e-7,"domain_scores_codex":[0.9981878,0.000313741,0.0005893898,0.0004203396,0.0002673279,0.0002213355],"domain_scores_gemma":[0.9987741,0.0001743574,0.0004402656,0.0002915153,0.0002410438,0.00007869364],"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":[5.349e-7,0.00002098046,0.00009498408,0.007473996,0.0001666472,2.756859e-7,0.00004595336,4.376907e-8,0.00001526602,0.0001277965,0.0004395435,0.991614],"study_design_scores_gemma":[0.00198559,0.001915756,0.0007594449,0.3511922,0.02758939,0.00004078987,0.00006018623,0.0001225118,0.0006420092,0.01178083,0.6008087,0.003102625],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002700499,0.9945537,0.0001142474,0.0000350818,0.00007878854,0.0007159351,0.00003062185,0.00001120731,0.00175985],"genre_scores_gemma":[0.01406071,0.9852048,0.00006167082,0.00002058068,0.0002143561,0.0001535024,0.0001869033,0.00002771678,0.00006978388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9885114,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162175295019082,"score_gpt":0.3695463974511763,"score_spread":0.3179246445009855,"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."}}