{"id":"W1796926070","doi":"10.3968/j.ans.1715787020120504.1854","title":"Protection of High Voltage Transmission Lines of Canada from the Ice by High-Frequency Electromagnetic Waves","year":2014,"lang":"en","type":"article","venue":"Advances in natural science/Advances in natural sciences","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electric power transmission; Transmission line; Electrical engineering; Impedance matching; Acoustics; Generator (circuit theory); Electromagnetic radiation; Line (geometry); Engineering; High voltage; Power (physics); Characteristic impedance; Electrical impedance; Voltage; Materials science; Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009636422,0.0002076739,0.0001104112,0.0002125085,0.0006902323,0.0003120432,0.0004089321,0.0001542785,0.003089094],"category_scores_gemma":[0.0003970355,0.00006261232,0.0001043496,0.0003124847,0.0002670646,0.0001970471,0.0001486792,0.0001771986,0.0002941601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214389,"about_ca_system_score_gemma":0.001529838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2371076,"about_ca_topic_score_gemma":0.3003089,"domain_scores_codex":[0.9998472,0.00001538789,0.000002865198,0.00001536456,0.00008477802,0.00003440614],"domain_scores_gemma":[0.9997944,0.00004040874,0.00002884569,0.0000151584,0.00009690439,0.00002428423],"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":[0.001577994,0.0002888116,0.03438907,0.0004003585,0.0000446474,0.001099864,0.000907954,0.07544623,0.7788168,0.003262165,0.005954406,0.0978116],"study_design_scores_gemma":[0.0002055862,0.001232084,0.1030182,0.00005823343,0.00009942715,0.0004620744,0.001351287,0.1252557,0.7356997,0.00135207,0.03122269,0.00004278442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695026,0.0001314727,0.01647776,0.0001315145,0.00001881145,0.00006977386,0.0002790779,0.0004237861,0.01296513],"genre_scores_gemma":[0.9946746,0.00005115561,0.001900461,0.00001250571,0.000001173916,0.000005963557,0.00008427824,0.00001173748,0.0032582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7628924,"threshold_uncertainty_score":0.4714549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002851531621112262,"score_gpt":0.212560032643956,"score_spread":0.2097085010228437,"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."}}