{"id":"W3016203736","doi":"10.2749/newyork.2019.2738","title":"Strategy to Assess the Aerodynamic Performance of the Golden Gate Bridge during the Planned Seismic and Wind Retrofit Program","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Aeroelasticity; Aerodynamics; Structural engineering; Bridge (graph theory); Deck; Flutter; Span (engineering); Vibration; Engineering; Transient (computer programming); Sensitivity (control systems); Wind engineering; Computer science; Aerospace engineering; Acoustics","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":[0.0002742832,0.0000995948,0.0001302679,0.0000281928,0.00008258804,0.00006294969,0.0001826432,0.00003659117,0.00001213864],"category_scores_gemma":[0.00001107372,0.00005192902,0.00005706051,0.0002273594,0.00002733248,0.00007081158,0.00005637438,0.0001366002,0.00000759871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000030789,"about_ca_system_score_gemma":0.00002225524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003956685,"about_ca_topic_score_gemma":0.00006027035,"domain_scores_codex":[0.9992607,0.00001957987,0.0002543638,0.0001356113,0.0001822018,0.0001475481],"domain_scores_gemma":[0.9993566,0.00001901467,0.00007368185,0.0004869481,0.00003572652,0.00002806293],"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":[0.00001655987,0.00001414913,0.2598848,0.0001400561,0.0001521871,0.00001102336,0.0001957361,0.725176,0.01288078,0.0001171487,0.0001097756,0.001301833],"study_design_scores_gemma":[0.0000492254,0.00002449259,0.5176103,0.00001589405,0.00001577931,0.00005405664,0.00002798408,0.4816068,0.0003850462,0.000002833908,0.0001556643,0.00005199645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978863,0.00003260769,0.00006880841,0.0001581471,0.0001171221,0.0003781054,0.000004708672,0.00004899838,0.001305178],"genre_scores_gemma":[0.9984558,0.00002822445,0.00002151906,0.0000242637,0.00002540437,0.00001209455,0.000005659103,0.00001645031,0.001410631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2577255,"threshold_uncertainty_score":0.2117604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012398600984839,"score_gpt":0.2296562191325371,"score_spread":0.2195322331226887,"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."}}