{"id":"W4297856873","doi":"10.1061/9780784484463.018","title":"Designing Overhead Transmission Lines to Withstand Snow Avalanches","year":2022,"lang":"en","type":"article","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Electric power transmission; Overhead line; Snow; Transmission line; Tower; Overhead (engineering); Transmission tower; Power transmission; Computer science; Electrical engineering; Meteorology; Engineering; Power (physics); Telecommunications; Civil engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000934963,0.0007723247,0.0002637941,0.0008130954,0.0005795578,0.0009366822,0.001174459,0.0005279102,0.001731807],"category_scores_gemma":[0.001596332,0.0003696989,0.0002866903,0.0003968467,0.0003969402,0.0006145733,0.0004754367,0.0003812496,0.0004991657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009875689,"about_ca_system_score_gemma":0.001723471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007768412,"about_ca_topic_score_gemma":0.01421695,"domain_scores_codex":[0.9990677,0.0003194906,0.00004329307,0.00009236357,0.0003585426,0.0001186565],"domain_scores_gemma":[0.9990737,0.0001551373,0.0002146748,0.00008690968,0.00040284,0.00006677783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002564971,0.0003275693,0.0098121,0.0007328392,0.00006400885,0.0008627034,0.001248921,0.6907834,0.1196339,0.00483344,0.001445929,0.1699987],"study_design_scores_gemma":[0.0002332041,0.004937489,0.01615625,0.0002042989,0.0002340572,0.0005073306,0.002346926,0.8717685,0.06131756,0.003833742,0.03836289,0.00009783539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4319063,0.0002767056,0.5434636,0.0001642665,0.00005766384,0.001410394,0.0001374235,0.001387828,0.0211958],"genre_scores_gemma":[0.9008566,0.0002013151,0.09380779,0.00002209653,0.000007447248,0.0004225897,0.00008938032,0.00007287444,0.004519973],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007768412,"threshold_uncertainty_score":0.01544642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009742104471528184,"score_gpt":0.2174216630641276,"score_spread":0.2076795585925994,"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."}}