{"id":"W2892078368","doi":"10.1007/s10518-018-0477-7","title":"Seismic performance of reinforced concrete frames retrofitted using external superelastic shape memory alloy bars","year":2018,"lang":"en","type":"article","venue":"Bulletin of Earthquake Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Structural engineering; Residual; Roof; Shape-memory alloy; Reduction (mathematics); Frame (networking); Beam (structure); Incremental Dynamic Analysis; Seismic analysis; Reinforced concrete; Geology; Geotechnical engineering; Materials science; Engineering; Computer science; Composite material; Mathematics; Geometry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002187687,0.0002851672,0.0004783273,0.0002714059,0.00005164051,0.00001634226,0.0002627154,0.0001443091,0.0008227724],"category_scores_gemma":[0.00006715543,0.0003075268,0.0001596146,0.0003002368,0.000107557,0.00009629565,0.00005150503,0.0002564787,0.00006887469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003513005,"about_ca_system_score_gemma":0.00002324424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004568492,"about_ca_topic_score_gemma":2.527159e-7,"domain_scores_codex":[0.9984456,0.00001159213,0.0006112744,0.0002052858,0.0003016958,0.0004245682],"domain_scores_gemma":[0.9992595,0.00007788172,0.00009724873,0.0003444986,0.0001199815,0.0001008638],"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":[0.00002561266,0.000001392486,0.000874267,0.0002852156,0.0001109286,0.000002960593,0.0001940981,0.9116567,0.08557037,0.0000113637,0.0001579363,0.001109144],"study_design_scores_gemma":[0.0003937996,0.0001240657,0.004948183,0.000454678,0.00006155837,0.00001830851,0.00005095333,0.9366815,0.05535613,2.991183e-7,0.001619378,0.0002911152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936727,0.0003166682,0.005063348,0.00001396221,0.0003281498,0.00009631112,0.000008471017,0.0001802953,0.0003200741],"genre_scores_gemma":[0.9940208,0.0001368044,0.00531585,0.00004194158,0.0002453208,0.000004703309,0.000005961089,0.0000640711,0.0001645916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03021423,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007770106690920187,"score_gpt":0.1900152399389824,"score_spread":0.1822451332480623,"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."}}