{"id":"W2008429997","doi":"10.1016/s1007-0214(08)70126-3","title":"Dynamic analysis of cable roofs under transient wind: A comparison between time domain and frequency domain approaches","year":2008,"lang":"en","type":"article","venue":"Tsinghua Science & Technology","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nonlinear system; Transient (computer programming); Frequency domain; Time domain; Computer science; Finite element method; Roof; Engineering; Structural engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002228012,0.0001759144,0.0005101772,0.002209838,0.0001822421,0.00001932755,0.0003273092,0.0001466581,0.00003158589],"category_scores_gemma":[0.00001342518,0.0001667592,0.00008169341,0.005830405,0.001204055,0.0001579455,0.00003569196,0.0001860221,0.000004738617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457673,"about_ca_system_score_gemma":0.00004324253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005853351,"about_ca_topic_score_gemma":0.00003490641,"domain_scores_codex":[0.9987016,0.00001259525,0.0003498609,0.0003260834,0.0002580106,0.0003518547],"domain_scores_gemma":[0.999454,0.00002854043,0.00006228379,0.0003384269,0.00003564015,0.00008114651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000223834,0.00002032191,0.01226351,0.00002295902,0.0004831348,0.000004024001,0.001793851,0.821987,0.1584274,0.002267815,0.000008601619,0.002719169],"study_design_scores_gemma":[0.0002883762,0.00006956582,0.0570636,0.00001612186,0.000365003,0.00002514206,0.001180876,0.9267811,0.01070334,0.003069869,0.00004877952,0.0003882328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7568877,0.0002593198,0.2419802,0.0001377561,0.00002283282,0.00005991721,0.000007438196,0.0002851349,0.0003596271],"genre_scores_gemma":[0.9785801,0.0000115445,0.02135346,0.000005102544,0.000004389412,0.00000348135,0.00001051697,0.00001253936,0.00001885831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2216924,"threshold_uncertainty_score":0.6800241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655533729747242,"score_gpt":0.2303064184038579,"score_spread":0.2137510811063855,"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."}}