{"id":"W2316181583","doi":"10.1061/41016(314)192","title":"Understanding How Overhead Lines Respond to Localized High Intensity Wind Storms","year":2008,"lang":"en","type":"article","venue":"Structures Congress 2008","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Overhead (engineering); Setback; Storm; Computer science; Overhead line; Electric power transmission; Simple (philosophy); Meteorology; Civil engineering; Engineering; Electrical engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007409392,0.000322686,0.0004383843,0.0003304674,0.0002602631,0.00006380647,0.0003110656,0.0002552963,0.00002999634],"category_scores_gemma":[0.0002232459,0.0002766374,0.00007496723,0.0003683486,0.0001932405,0.0001377121,0.0001064439,0.0003776638,0.00001525208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205771,"about_ca_system_score_gemma":0.00002759337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007973998,"about_ca_topic_score_gemma":0.00006606038,"domain_scores_codex":[0.9986705,0.00002158478,0.0002117206,0.000314491,0.0002955731,0.0004861435],"domain_scores_gemma":[0.9991595,0.00008288139,0.00004699219,0.0005049526,0.0000857503,0.0001199278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001564887,0.00004801979,0.02422429,0.0003935368,0.0008462871,0.00177566,0.00569857,0.320307,0.02739372,0.01848125,0.586997,0.01226986],"study_design_scores_gemma":[0.008686075,0.001466218,0.1028998,0.000978537,0.0002409106,0.002470062,0.005057011,0.02415259,0.7151036,0.06735957,0.06540877,0.006176779],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625464,0.0001978228,0.03176461,0.0005470521,0.002609622,0.0002234224,0.00003476553,0.001719342,0.0003569351],"genre_scores_gemma":[0.9975292,0.0000720979,0.001583415,0.000156522,0.0001848397,0.000003946133,0.00001104423,0.00005627989,0.0004026744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6877099,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05711654500642915,"score_gpt":0.2361085818364914,"score_spread":0.1789920368300623,"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."}}