{"id":"W2033245461","doi":"10.12989/was.2007.10.3.249","title":"Behaviour of guyed transmission line structures under downburst wind loading","year":2007,"lang":"en","type":"article","venue":"Wind and Structures","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tower; Wind engineering; Transmission tower; Transmission line; Meteorology; Structural engineering; Engineering; Telecommunications; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007537669,0.0001510372,0.0002029458,0.0001407142,0.00007324084,0.00002584217,0.00007327554,0.0001259121,0.0002508485],"category_scores_gemma":[0.000004074556,0.0001207764,0.00006617699,0.0001400468,0.00005166698,0.00007597775,0.000009461547,0.0001314248,4.514438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001360583,"about_ca_system_score_gemma":0.000007905967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000223921,"about_ca_topic_score_gemma":0.00002058048,"domain_scores_codex":[0.9992709,0.000009249879,0.0002525046,0.0001401567,0.0001520792,0.0001751583],"domain_scores_gemma":[0.9997059,0.00002243717,0.00003706091,0.0001146058,0.00002123754,0.00009875979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001609284,0.00004226078,0.03031728,0.0003591554,0.0005233641,0.00003685004,0.004880188,0.5320544,0.286357,0.01516823,0.0006254228,0.129475],"study_design_scores_gemma":[0.002020178,0.0001349529,0.7793977,0.00008323954,0.0003562205,0.00006047609,0.002007145,0.0706855,0.1204573,0.02262795,0.001247285,0.0009220926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301148,0.0006028397,0.0680414,0.00003366022,0.0001113952,0.00005988482,0.00001424568,0.00006734982,0.0009544086],"genre_scores_gemma":[0.9981103,0.0000399486,0.001596019,0.00004131218,0.00008740953,1.395917e-7,0.00002472162,0.00001623796,0.00008390757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7490804,"threshold_uncertainty_score":0.4925118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007456019494527916,"score_gpt":0.2302865553810902,"score_spread":0.2228305358865622,"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."}}