{"id":"W2114246301","doi":"10.1002/eqe.2585","title":"Loss estimation for non‐ductile reinforced concrete building in Victoria, British Columbia, Canada: effects of mega‐thrust <i>M</i><sub>w</sub>9‐class subduction earthquakes and aftershocks","year":2015,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Engineering and Physical Sciences Research Council","keywords":"Aftershock; Fragility; Seismic hazard; Seismology; Geology; Seismic risk; Demolition; Incremental Dynamic Analysis; Vulnerability assessment; Geotechnical engineering; Engineering; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001436143,0.000242121,0.0004552387,0.0001283756,0.00006202428,0.0001221954,0.0001185228,0.0001423279,0.000002182104],"category_scores_gemma":[0.0001265993,0.0003654701,0.00007339905,0.0003634421,0.00004118778,0.0004276893,0.00002755894,0.0002336902,3.082087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003342041,"about_ca_system_score_gemma":0.00009411918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04570295,"about_ca_topic_score_gemma":0.1634097,"domain_scores_codex":[0.9985774,0.00001152417,0.0004585022,0.0002640075,0.000261995,0.0004265625],"domain_scores_gemma":[0.9993659,0.0001001963,0.00008736704,0.0001920507,0.0001037133,0.000150817],"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":[0.00002612036,0.000001303681,0.004634347,0.00108196,0.0001484771,0.00003149623,0.0003843269,0.8857214,0.01054673,0.00005029033,0.0002156771,0.09715789],"study_design_scores_gemma":[0.0008971146,0.00005450671,0.1014327,0.0002012823,0.00004803587,0.00004546847,0.00006992852,0.8929932,0.003791258,0.00001914893,0.00007634766,0.0003709908],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869569,0.0001865198,0.01104812,0.00001237932,0.00124845,0.0003540286,0.00006421156,0.0001212565,0.00000811991],"genre_scores_gemma":[0.9980103,0.0000534924,0.001519073,0.00001209065,0.0001597847,0.00003984303,0.0001266928,0.00005522268,0.00002344814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177067,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002138181112191089,"score_gpt":0.1628308104329581,"score_spread":0.160692629320767,"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."}}