{"id":"W4391888529","doi":"10.1016/j.jobe.2024.108809","title":"Development and tests of novel repairable multi-stage yielding steel slit dampers for seismic mitigation","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China; Fundamental Research Funds for the Central Universities; Natural Science Foundation of Chongqing; Fundamental Research Funds for the Central Universities of Beijing University of Chemical Technology","keywords":"Damper; Dissipation; Structural engineering; Ductility (Earth science); Parametric statistics; Hysteresis; Nonlinear system; Yield (engineering); Engineering; Stage (stratigraphy); Materials science; Geology; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006064906,0.0004620403,0.0003413303,0.0003445484,0.0002169828,0.0002383067,0.001390177,0.000714687,0.00236761],"category_scores_gemma":[0.0008192264,0.0002276533,0.0002823322,0.0001503496,0.0002175789,0.0004062614,0.0002795489,0.0002830728,0.0003935418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254127,"about_ca_system_score_gemma":0.0003163202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004319551,"about_ca_topic_score_gemma":0.001221307,"domain_scores_codex":[0.9996253,0.00004489271,0.00002123374,0.00005308746,0.000217319,0.00003813047],"domain_scores_gemma":[0.999198,0.0001473849,0.0002214991,0.0000851951,0.0002599961,0.00008784651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005470665,0.0002984029,0.001633016,0.0002894295,0.00003397628,0.0001973706,0.0001578419,0.01283062,0.9453901,0.0005052299,0.0004465035,0.03767063],"study_design_scores_gemma":[0.0001855793,0.007779604,0.01183271,0.0000444239,0.000128854,0.0003730157,0.0001659105,0.09152628,0.8784258,0.0001507606,0.009344311,0.00004274834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808134,0.000474361,0.1151543,0.00008750629,0.00009280132,0.0001976296,0.0001957844,0.000749896,0.002234176],"genre_scores_gemma":[0.9507836,0.0001573124,0.0450942,0.00001876529,0.000008874967,0.00005567067,0.0001050197,0.0000292529,0.003747324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00236761,"threshold_uncertainty_score":0.007920444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590044662156865,"score_gpt":0.2604408711576902,"score_spread":0.2345404245361216,"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."}}