{"id":"W7115683239","doi":"10.71846/18-wcee-2585","title":"SEISMIC RETROFIT OF REINFORCED CONCRETE FRAMES BY PROGRESSIVELY ENGAGING TENSION ONLY BRACES","year":2025,"lang":"en","type":"article","venue":"World Conference of Earthquake Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bracing; Reinforced concrete; Seismic retrofit; Stiffening; Tension (geology); Dissipation; Rigidity (electromagnetism); Shear wall; Stiffness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000131194,0.0002480203,0.0004939553,0.0004765231,0.00004257558,0.00003381433,0.0002579448,0.00008654462,0.00006048663],"category_scores_gemma":[0.00006896959,0.0002567017,0.0001217807,0.0007444374,0.00005963915,0.0002483414,0.00004894889,0.0003299172,0.000005176256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000248456,"about_ca_system_score_gemma":0.00006234535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003049568,"about_ca_topic_score_gemma":0.000004198241,"domain_scores_codex":[0.9987385,0.00001244498,0.0005147815,0.0002003089,0.0002117338,0.0003222582],"domain_scores_gemma":[0.9992822,0.0001021753,0.0001075914,0.0003063399,0.0001401332,0.00006156531],"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":[0.00003852238,0.000006827386,0.01139999,0.001469276,0.0006697318,0.000008309392,0.0008800134,0.5378194,0.3678524,0.003645358,0.001625621,0.07458454],"study_design_scores_gemma":[0.0003102403,0.00002581801,0.0059854,0.0009362099,0.00004871049,0.00000165398,0.0001077719,0.8844455,0.1050044,0.00001354241,0.002862611,0.0002580388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782137,0.00118432,0.01829863,0.0001084339,0.0001915439,0.0001233411,0.00001867988,0.0002285089,0.001632829],"genre_scores_gemma":[0.9973316,0.0002092894,0.001075182,0.00003478623,0.00002576143,0.000009658309,0.00001822231,0.00002411041,0.001271402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3466261,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030747948092856,"score_gpt":0.2077189934707022,"score_spread":0.1974115139897737,"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."}}