{"id":"W1977508864","doi":"10.1193/1.2952767","title":"Risk‐Based Seismic Evaluation of Reinforced Concrete Buildings","year":2008,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Seismic risk; Vulnerability (computing); Earthquake scenario; Seismic hazard; Seismic retrofit; Reinforced concrete; Vulnerability assessment; Urban seismic risk; Civil engineering; Engineering; Hazard; Plan (archaeology); Seismic analysis; Forensic engineering; Construction engineering; Computer science; Structural engineering; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007960242,0.0004852962,0.000248051,0.0008729222,0.0001444282,0.0004825801,0.0002510429,0.0002427982,0.0006314631],"category_scores_gemma":[0.00218068,0.0001633812,0.0002408036,0.0003228505,0.0002653942,0.0004643387,0.000257257,0.0001743973,0.0000795872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009340945,"about_ca_system_score_gemma":0.000375624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839466,"about_ca_topic_score_gemma":0.004523593,"domain_scores_codex":[0.9995059,0.0001807797,0.00002816494,0.00002997788,0.000224365,0.00003084209],"domain_scores_gemma":[0.999302,0.0003731395,0.0001334027,0.0000269851,0.0001382456,0.00002625061],"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":[0.0001570555,0.0000411759,0.00384815,0.00003627008,0.00003721884,0.0001234832,0.000090314,0.9604942,0.007123434,0.002519376,0.0001179296,0.02541146],"study_design_scores_gemma":[0.000004317356,0.00006128022,0.002329274,0.000005159842,0.00001005304,0.000020731,0.00003480375,0.993515,0.00265866,0.001200905,0.0001522295,0.000007576213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446929,0.0002189089,0.1494789,0.00008586021,0.000006002025,0.00005721781,0.0001129454,0.0001526073,0.005194659],"genre_scores_gemma":[0.9937196,0.00005519084,0.005846078,0.000002021274,0.000001604235,0.000008292387,0.00004148056,0.000002545921,0.0003231827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005839466,"threshold_uncertainty_score":0.01161098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540427859994502,"score_gpt":0.2251563890975776,"score_spread":0.2097521104976325,"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."}}