{"id":"W4402595669","doi":"10.11159/ijci.2024.016","title":"Spectral Dynamic Analysis of Buckling Restrained Brace (BRB) Configurations in a Peruvian Irregular Building","year":2024,"lang":"en","type":"article","venue":"International Journal of Civil Infrastructure","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brace; Buckling; Structural engineering; Spectral analysis; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001601193,0.0001666127,0.0003536131,0.001930554,0.00001638563,0.0001124493,0.0003153611,0.0000944987,0.0005159721],"category_scores_gemma":[0.00006069105,0.000151766,0.0003397431,0.001156455,0.00004231304,0.0003350782,0.00001396249,0.0003973434,9.652084e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357955,"about_ca_system_score_gemma":0.00006321524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001411058,"about_ca_topic_score_gemma":0.0001924755,"domain_scores_codex":[0.9985659,0.00002138838,0.0007070099,0.0001262275,0.0004310066,0.000148526],"domain_scores_gemma":[0.9994435,0.00009019472,0.0001205094,0.0001113705,0.0001667972,0.0000676373],"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":[0.00001101382,0.000004136692,0.0003979732,0.00002733161,0.00198489,0.00006182027,0.0006349486,0.9351136,0.05635649,0.002270901,0.00009420869,0.003042674],"study_design_scores_gemma":[0.0002369357,0.00001923742,0.05299143,0.0001774647,0.0003758495,0.0001008413,0.0002242364,0.9406131,0.002751618,0.00168157,0.0006712819,0.0001564132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7420601,0.0008846757,0.2548297,0.0005250737,0.001118195,0.00004585913,0.00005083305,0.00007251275,0.0004130991],"genre_scores_gemma":[0.9968695,0.0000996962,0.002783103,0.00002078157,0.0001534039,0.00000108697,0.00002754767,0.00002100536,0.00002385674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548095,"threshold_uncertainty_score":0.6188837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003488375003769742,"score_gpt":0.2516432287767021,"score_spread":0.2481548537729324,"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."}}