{"id":"W7115733752","doi":"10.71846/18-wcee-3068","title":"TWO-ELEMENT HYBRID SIMULATION OF A SIX-STORY HYBRID DUCTILE-ROCKING BRACED FRAME","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":"Hybrid system; Residual; Benchmark (surveying); Frame (networking); Dissipation; Calibration; Steel frame; Stiffness; Base (topology)","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":[0.0001696769,0.0002281867,0.000415804,0.000593271,0.00004032486,0.00002398532,0.000206233,0.0000287651,0.0001339394],"category_scores_gemma":[0.00004905195,0.0002648406,0.0001362141,0.0004579568,0.00002811333,0.000222545,0.00004557862,0.0002658881,0.000008184894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005016945,"about_ca_system_score_gemma":0.00004582587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001722851,"about_ca_topic_score_gemma":0.00001741349,"domain_scores_codex":[0.9987998,0.00001340217,0.0004770184,0.0002027762,0.0002137796,0.0002932271],"domain_scores_gemma":[0.9993037,0.0001214727,0.00006668987,0.0003343523,0.0001188288,0.00005495776],"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":[0.000006102871,0.00001398667,0.0005170731,0.000181763,0.0001111938,0.000002406413,0.0000836184,0.9565578,0.02360312,0.0004467007,0.00005476927,0.01842151],"study_design_scores_gemma":[0.0003457733,0.00001485957,0.00272877,0.0003897932,0.00005898681,9.29158e-7,0.0000464022,0.9202979,0.07232264,0.000041171,0.003537152,0.0002156444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8723008,0.0004910099,0.1250437,0.00004402901,0.0003297664,0.0001125183,0.00001140396,0.0001805084,0.001486292],"genre_scores_gemma":[0.9985329,0.00005351241,0.001034176,0.00002119528,0.00006498347,0.00001364897,0.00001614827,0.00002482467,0.0002386237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1262321,"threshold_uncertainty_score":0.9999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448955966117221,"score_gpt":0.2251777390957203,"score_spread":0.2106881794345481,"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."}}