{"id":"W7115780647","doi":"10.71846/18-wcee-0472","title":"COLLAPSE RISK OF TALL NON-DUCTILE REINFORCED CONCRETE SHEAR WALL BUILDINGS","year":2025,"lang":"en","type":"article","venue":"World Conference of Earthquake Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shear wall; Reinforced concrete; Archetype; Hazard; Building code; Seismic hazard; Demolition; Progressive collapse","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001914878,0.0002388962,0.0005046753,0.0005450005,0.00003464023,0.00002673169,0.0002857351,0.00007817744,0.0001137156],"category_scores_gemma":[0.00005543641,0.0002599913,0.0001627434,0.0009148824,0.00005155097,0.0001999886,0.00004841274,0.0002617161,0.00001141859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003109902,"about_ca_system_score_gemma":0.00005494213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085584,"about_ca_topic_score_gemma":0.00001251708,"domain_scores_codex":[0.9987748,0.000008254177,0.0005211172,0.0001912997,0.0001813138,0.0003231872],"domain_scores_gemma":[0.9992288,0.0000852263,0.00009570614,0.0003806513,0.0001351668,0.00007441292],"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":[0.00001650572,0.000002393452,0.000885245,0.0003357067,0.0003388439,0.000002626913,0.0003220535,0.9259669,0.06509775,0.002984671,0.0006742355,0.003373039],"study_design_scores_gemma":[0.0004303483,0.00002802101,0.003856016,0.0003609853,0.0001027714,9.891802e-7,0.00005663464,0.9144315,0.07386181,0.0000222917,0.006587204,0.0002614797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694666,0.000294096,0.02502342,0.00004054193,0.0002522772,0.0001425167,0.00001439068,0.0001597159,0.004606462],"genre_scores_gemma":[0.9949439,0.0003066802,0.003179599,0.00001910484,0.00003336666,0.00001528474,0.00000964019,0.0000244977,0.001467947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0254773,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007847017160026785,"score_gpt":0.1917608500992511,"score_spread":0.1839138329392243,"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."}}