{"id":"W2894036145","doi":"10.1016/j.engstruct.2018.09.050","title":"Effectiveness of dynamic vibration absorbers implemented in tall buildings","year":2018,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Tuned mass damper; Serviceability (structure); Structural engineering; Slosh dynamics; Nonlinear system; Vibration; Damper; Damping ratio; Engineering; Computer science; Acoustics; Physics","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":[0.0001678178,0.0001245889,0.000183744,0.0001323769,0.00001593042,0.00001137563,0.00009531478,0.00007962817,0.00005986571],"category_scores_gemma":[0.0000495469,0.0001108725,0.00004201946,0.0001949822,0.00003020692,0.00009442992,0.00001656111,0.0001025502,0.000002389168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003934882,"about_ca_system_score_gemma":0.00000566907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201677,"about_ca_topic_score_gemma":0.000004171437,"domain_scores_codex":[0.999366,0.00002289001,0.0002372403,0.0001223412,0.00008262057,0.0001689364],"domain_scores_gemma":[0.9997426,0.00007512023,0.00001698811,0.0001055402,0.00002718253,0.00003257088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000292009,0.000006724749,0.0007261374,0.0002224858,0.00006004675,0.000002219738,0.0001097232,0.3968686,0.5913495,0.008254159,0.00004617485,0.00232501],"study_design_scores_gemma":[0.0008437734,0.0001182296,0.420953,0.00007829502,0.000009662937,0.000003657909,0.00001108346,0.4937713,0.08267473,0.001015459,0.0002824616,0.00023837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8156445,0.0001341558,0.1832749,0.000007286438,0.0004783977,0.0001353758,0.000006418127,0.0001776012,0.0001413803],"genre_scores_gemma":[0.9958751,0.00001033953,0.004010489,0.000007144151,0.00005298595,0.000009867737,0.00001195843,0.00001864493,0.000003420072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5086747,"threshold_uncertainty_score":0.452125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002598494679785359,"score_gpt":0.2101149127121723,"score_spread":0.2075164180323869,"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."}}