{"id":"W4415521815","doi":"10.22363/1815-5235-2025-21-3-270-280","title":"Seismic Vulnerability of Non-Code-Compliant and Code-Compliant RC Buildings","year":2025,"lang":"en","type":"article","venue":"Structural Mechanics of Engineering Constructions and Buildings","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Resilience (materials science); Vulnerability (computing); Seismic retrofit; Ductility (Earth science); Seismic analysis; Induced seismicity; Seismic loading; Earthquake engineering; Vulnerability assessment","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":[0.0002480318,0.0003100315,0.0001966779,0.0008211762,0.0002106684,0.0002910444,0.0002548329,0.0002643797,0.0006744768],"category_scores_gemma":[0.001171348,0.00009649342,0.000176541,0.0005251725,0.0004518539,0.0002598007,0.0005396566,0.0001214815,0.000178414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002734288,"about_ca_system_score_gemma":0.0001905855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554598,"about_ca_topic_score_gemma":0.005078343,"domain_scores_codex":[0.9996647,0.00004569087,0.00001938844,0.00004951752,0.0001677447,0.00005290406],"domain_scores_gemma":[0.9992595,0.0001982988,0.0002355078,0.0001029443,0.0001492833,0.0000544486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009523722,0.0002476248,0.5157681,0.0003095069,0.0001818971,0.002843562,0.001999892,0.1924702,0.206858,0.002320427,0.0007156972,0.07533278],"study_design_scores_gemma":[0.00001002925,0.0008478904,0.8549634,0.00003816703,0.00008199213,0.001395173,0.002304614,0.1035034,0.03391152,0.000735082,0.002154906,0.00005390658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986812,0.00001915462,0.0005050445,0.000004100297,7.535607e-7,0.000004130616,0.0000596077,0.000008682498,0.0007173452],"genre_scores_gemma":[0.9995288,0.00001789088,0.0001550608,0.000001650645,5.604906e-7,0.00000300129,0.00009064258,0.000002953684,0.0001995022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002554598,"threshold_uncertainty_score":0.005079448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006463070466569369,"score_gpt":0.2255846994987216,"score_spread":0.2191216290321522,"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."}}