{"id":"W4401857964","doi":"10.1016/j.istruc.2024.107089","title":"Enhancing seismic resilience of non-ductile RC frames with a novel buckling restrained brace system: A nonlinear analysis approach","year":2024,"lang":"en","type":"article","venue":"Structures","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Ottawa","funders":"","keywords":"Structural engineering; Brace; Buckling; Resilience (materials science); Nonlinear system; Computer science; Materials science; Engineering; Composite material; 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":[0.0001462012,0.0002480201,0.0004689554,0.0005469058,0.00007580994,0.00008417506,0.0002396358,0.0001061947,0.00001949781],"category_scores_gemma":[0.00001330425,0.0001911341,0.0001868212,0.001940898,0.00007610936,0.0002060272,0.00002717464,0.0002830619,0.000002585593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006227783,"about_ca_system_score_gemma":0.00006225435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001800614,"about_ca_topic_score_gemma":0.00004012815,"domain_scores_codex":[0.9986317,0.00001077208,0.0003659429,0.0003669464,0.0003157531,0.0003089508],"domain_scores_gemma":[0.9993849,0.00004795508,0.0000579735,0.0003887092,0.00005388379,0.00006662361],"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":[0.00001391014,0.000007552254,0.0003160755,0.001396972,0.001263669,0.00001163047,0.001511001,0.9239991,0.07054167,0.0001063356,0.00004580216,0.0007863243],"study_design_scores_gemma":[0.0001247125,0.0000238047,0.001072956,0.0002075321,0.0006971546,0.00002950146,0.002023089,0.9662871,0.02913416,0.0000216741,0.0001432554,0.0002350747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.763909,0.0006489354,0.2342038,0.000012466,0.0001006935,0.00008893885,0.00005777006,0.0002445403,0.0007337612],"genre_scores_gemma":[0.9761471,0.000023756,0.02341636,0.00001781928,0.0001957445,0.00001222145,0.00003492825,0.00003728091,0.0001147675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2122381,"threshold_uncertainty_score":0.7794224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00438366237332791,"score_gpt":0.2142985750882519,"score_spread":0.209914912714924,"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."}}