{"id":"W4224869272","doi":"10.1177/10775463221086351","title":"Investigations of the effects of a passive bumper on the seismic response of base-isolated buildings: Experimental study and parameter optimization","year":2022,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Structural engineering; Base isolation; Shock absorber; Displacement (psychology); Base (topology); Shock (circulatory); Nonlinear system; Range (aeronautics); Sorting; Engineering; Shock response spectrum; Computer science; Acceleration; Mechanical engineering; Aerospace engineering; Physics; Mathematics","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":[0.0002239719,0.00005160695,0.0001425727,0.0000893496,0.00006865715,0.000008515362,0.00005527243,0.00001344994,0.00001351031],"category_scores_gemma":[0.00009757153,0.00003125026,0.00004674066,0.0001443305,0.00003377679,0.00008829022,0.00001169986,0.00008974726,2.307232e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001469399,"about_ca_system_score_gemma":0.00001898658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003461677,"about_ca_topic_score_gemma":1.99396e-7,"domain_scores_codex":[0.9993534,0.0001690426,0.0002583215,0.00003636364,0.0001455736,0.00003726191],"domain_scores_gemma":[0.9993868,0.0002735936,0.0002121297,0.00006725889,0.00004330673,0.00001685947],"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":[0.00043445,0.0001550004,0.001614704,0.00001975705,0.0002382727,9.709887e-7,0.003974675,0.5905972,0.4025839,0.00002126304,0.00009051865,0.000269355],"study_design_scores_gemma":[0.001550453,0.001034978,0.003262595,0.00004483272,0.0001263561,0.000006334334,0.00313517,0.8961847,0.09458788,0.00001646558,0.00000948973,0.00004077216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928488,0.0001860811,0.006387142,0.0003582656,0.00004842002,0.0001619426,0.000003975111,0.000002407376,0.000003002448],"genre_scores_gemma":[0.9996529,0.00001731369,0.00006675012,0.0002350642,0.000009173203,0.00001020462,3.533802e-7,0.00000437581,0.000003903414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.307996,"threshold_uncertainty_score":0.1274349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004805895892331983,"score_gpt":0.2002784825818313,"score_spread":0.1954725866894993,"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."}}