{"id":"W2052449822","doi":"10.1139/l04-084","title":"Nonlinear spectral dynamic analysis of guyed towers. Part II: Manitoba towers case study","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Manitoba Hydro","keywords":"Structural engineering; Nonlinear system; Tower; Buckling; Engineering; Finite element method; Mode (computer interface); Structural system; Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001423539,0.0004701299,0.0002444404,0.0007506383,0.0007797679,0.0003395932,0.000617253,0.0006237119,0.001840811],"category_scores_gemma":[0.0003201267,0.0002013291,0.0003547425,0.0005218253,0.0007100726,0.0002770213,0.0004350632,0.0002292904,0.0001603855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972479,"about_ca_system_score_gemma":0.0009466774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2186414,"about_ca_topic_score_gemma":0.3705451,"domain_scores_codex":[0.9999374,0.000010931,0.000002045305,0.000008823704,0.00001772078,0.00002303939],"domain_scores_gemma":[0.9998708,0.00004633566,0.00001884411,0.000008880756,0.0000346997,0.00002052309],"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":[0.0002774769,0.0002082968,0.0597716,0.0001887875,0.00004900585,0.005295452,0.000933388,0.883675,0.03193065,0.003727013,0.001099591,0.01284382],"study_design_scores_gemma":[0.00004431405,0.0001600775,0.05090398,0.00002087811,0.00002472357,0.0004227491,0.001341008,0.9386612,0.005949736,0.000942693,0.001494075,0.00003463008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927871,0.0000418383,0.002480509,0.0000482652,0.000002955083,0.00002899714,0.0001431485,0.00001569466,0.004451458],"genre_scores_gemma":[0.9958341,0.000054661,0.001603929,0.000009584538,0.000001529953,0.00001577433,0.0001360382,0.000005186418,0.00233915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7813586,"threshold_uncertainty_score":0.4347374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006657914557898202,"score_gpt":0.1936256937965869,"score_spread":0.1869677792386887,"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."}}