{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002770652,0.0005322572,0.0005486362,0.0003161607,0.0002503218,0.0001475292,0.0003101214,0.0001428283,0.00008573711],"category_scores_gemma":[0.00003265842,0.0005500825,0.0001583143,0.0005082731,0.00008922889,0.0005004994,0.0001283724,0.000467965,0.0000544839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046643,"about_ca_system_score_gemma":0.00002388916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002702233,"about_ca_topic_score_gemma":0.00001373728,"domain_scores_codex":[0.997848,0.00002318821,0.000566098,0.0004140503,0.000294483,0.0008541224],"domain_scores_gemma":[0.9991317,0.00005934512,0.00006508129,0.0004942272,0.00007434118,0.0001753404],"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":[0.000008713157,0.000002800922,0.00178208,0.0001270666,0.000169657,0.000005426371,0.0002996912,0.8771688,0.005694997,0.0001383097,0.00004356868,0.1145589],"study_design_scores_gemma":[0.0003326216,0.00005276362,0.07635668,0.0001112996,0.00005689001,0.0001036329,0.00008292143,0.9177058,0.00367959,0.00001457898,0.0008744695,0.0006287257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422728,0.0002112656,0.1548305,0.00001815362,0.001395219,0.0001374241,0.000009669468,0.000776301,0.0003486689],"genre_scores_gemma":[0.9661005,0.00006453065,0.03300213,0.00005305568,0.0005026765,0.00001599945,0.00004092513,0.0001086351,0.0001115382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238278,"threshold_uncertainty_score":0.9996951,"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."}}