{"id":"W4404185821","doi":"10.1016/j.jobe.2024.111225","title":"Seismic collapse risk assessment and fragility analysis of reinforced masonry core walls with boundary elements using the FEMA P695 methodology","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Fragility; Masonry; Structural engineering; Core (optical fiber); Unreinforced masonry building; Forensic engineering; Boundary (topology); Geology; Reinforced concrete; Geotechnical engineering; Engineering; Mathematics; Physics","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":[0.001425219,0.0001891075,0.0005578214,0.0007062885,0.00007065776,0.00008517643,0.0001703876,0.00006791452,0.00001542181],"category_scores_gemma":[0.0000454392,0.0001306227,0.0002101103,0.001125062,0.00003807058,0.0002755564,0.00003870557,0.0004556122,1.170312e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192746,"about_ca_system_score_gemma":0.00006592865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003039394,"about_ca_topic_score_gemma":0.000001851937,"domain_scores_codex":[0.9986904,0.0000368486,0.0006183747,0.0001292577,0.0002933085,0.0002317808],"domain_scores_gemma":[0.9991647,0.0002947314,0.0001873699,0.0001933819,0.00008904507,0.00007075739],"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":[0.00001095702,0.000003230916,0.00600809,0.0001494337,0.003634142,0.00001977647,0.0002885317,0.9622164,0.02632767,0.00002754625,0.00002824556,0.001285944],"study_design_scores_gemma":[0.000186071,0.00005216978,0.00484442,0.0002158871,0.002482973,0.00006861019,0.0001527883,0.9889362,0.002571924,0.00001922034,0.0003316836,0.0001380085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6376166,0.001132094,0.3609881,0.00001943581,0.0001574185,0.0000385985,0.000008040484,0.00003010928,0.000009656492],"genre_scores_gemma":[0.9516094,0.000564742,0.04768147,0.00001601118,0.00008848013,0.000001818076,0.000002183099,0.00002724278,0.000008602678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3139929,"threshold_uncertainty_score":0.5326639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881481248663425,"score_gpt":0.3056956816526427,"score_spread":0.2768808691660084,"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."}}