{"id":"W4399172882","doi":"10.1007/s10518-024-01935-8","title":"Seismic evaluation of non-seismically detailed RC buildings in Pakistan: performance and damage accumulation under repeated earthquakes","year":2024,"lang":"en","type":"article","venue":"Bulletin of Earthquake Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Hydrogeology; Seismology; Geology; Seismic analysis; Earthquake resistance; Seismic loading; Structural engineering; Engineering; Geotechnical engineering","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":[0.0008061522,0.0002126305,0.0003268324,0.0004455858,0.00002118796,0.00003565277,0.0001025515,0.0001133395,0.0001215266],"category_scores_gemma":[0.0000276486,0.0002253109,0.00007786383,0.0004798584,0.00003220759,0.0001344899,0.00002713346,0.0002189276,0.0000147034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005537582,"about_ca_system_score_gemma":0.00002849218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004131193,"about_ca_topic_score_gemma":0.00000643047,"domain_scores_codex":[0.9985712,0.00002134458,0.0005644247,0.0002388679,0.0003533943,0.0002507678],"domain_scores_gemma":[0.9995009,0.00009786533,0.00004849031,0.0002099287,0.00009154016,0.00005133188],"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":[0.000009012107,0.000009612071,0.003082469,0.0004606594,0.00006301571,0.000001927659,0.000247017,0.9664552,0.008213888,0.00002268578,0.00008498217,0.02134957],"study_design_scores_gemma":[0.0004002196,0.00002967224,0.1656947,0.000493523,0.00006688084,0.000004146039,0.00005406481,0.8274339,0.004167967,0.00001051816,0.001457382,0.0001870343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908137,0.0009446905,0.007447929,0.00007153282,0.0001325801,0.0001839501,0.000005826535,0.000144825,0.0002550134],"genre_scores_gemma":[0.9985271,0.0003229939,0.0009623577,0.00001339441,0.00004391271,0.00001841684,0.00001868334,0.0000438989,0.00004927962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1626122,"threshold_uncertainty_score":0.9187913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396431931096265,"score_gpt":0.2571261104983987,"score_spread":0.243161791187436,"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."}}