{"id":"W2888992277","doi":"10.1002/eqe.3117","title":"Comparing fluid viscous damper placement methods considering total‐building seismic performance","year":2018,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Oxford","keywords":"Damper; Structural engineering; Retrofitting; Braced frame; Downtime; Seismic retrofit; Computer science; Engineering; Reliability engineering; Reinforced concrete","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001612226,0.001124665,0.0009096716,0.001870009,0.0004037045,0.0009491343,0.0008940272,0.001247728,0.002508349],"category_scores_gemma":[0.005454083,0.0004707135,0.0006688251,0.0008749457,0.0002642907,0.0006071563,0.0005563505,0.0005031133,0.0004288594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007809741,"about_ca_system_score_gemma":0.0005405928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004193237,"about_ca_topic_score_gemma":0.004913428,"domain_scores_codex":[0.9990125,0.0003628164,0.00008736255,0.0001124096,0.0003273128,0.00009762677],"domain_scores_gemma":[0.9949979,0.003609199,0.0002861487,0.0003132325,0.0006911226,0.0001025185],"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":[0.001117658,0.0002492992,0.00396254,0.0003130501,0.0001896049,0.00008536981,0.0001633874,0.7732244,0.009535297,0.001082893,0.0006544167,0.2094221],"study_design_scores_gemma":[0.00006314457,0.0006378561,0.002868414,0.00003267042,0.00007758326,0.00004922842,0.0001294386,0.9871132,0.00767976,0.0005599135,0.0007570555,0.00003184597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7404226,0.001629146,0.2446133,0.0001855444,0.0001861434,0.0001699898,0.0001826418,0.001192561,0.01141807],"genre_scores_gemma":[0.9377896,0.0002962216,0.06052256,0.00002322595,0.00002805044,0.00005312764,0.00007013477,0.0001271819,0.001089917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004193237,"threshold_uncertainty_score":0.008526385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009786499552870686,"score_gpt":0.2453361640141038,"score_spread":0.2355496644612331,"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."}}