{"id":"W3046736167","doi":"10.1002/eqe.3325","title":"Estimating economic losses of midrise reinforced concrete shear wall buildings in sedimentary basins by combining empirical and simulated seismic hazard characterizations","year":2020,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Geological Survey; National Science Foundation","keywords":"Seismic hazard; Subduction; Geology; Seismology; Sedimentary basin; Structural basin; Hazard; Seismic risk; Tectonics; Geomorphology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005565568,0.000270303,0.0004189039,0.0001354077,0.0000478695,0.00004788078,0.0001337284,0.0001019036,0.0000222183],"category_scores_gemma":[0.00002395538,0.000304307,0.00006780928,0.0002549404,0.00003926877,0.0003500752,0.00004593838,0.000292593,0.000003476467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009787,"about_ca_system_score_gemma":0.00001866947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007865826,"about_ca_topic_score_gemma":0.000004765069,"domain_scores_codex":[0.9988319,0.000009853672,0.0005085242,0.0002324575,0.000106371,0.0003108371],"domain_scores_gemma":[0.9995858,0.00006523485,0.00007212081,0.0001307384,0.00001722368,0.0001288779],"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":[0.000007485883,3.942022e-7,0.00772194,0.0001222098,0.00006522323,0.000003475839,0.0006261884,0.9844497,0.003195646,0.00001326186,0.00002302175,0.003771385],"study_design_scores_gemma":[0.0004907174,0.00003852438,0.04066802,0.00007539886,0.00003129404,0.000007421175,0.00005021629,0.9578424,0.0004007774,0.000003049799,0.0001024392,0.0002898219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897283,0.00007468543,0.009361598,0.0001989074,0.0001525102,0.0001207048,0.0001414453,0.0002148764,0.000007025205],"genre_scores_gemma":[0.9962528,0.00004092209,0.003093692,0.0001759721,0.00005133943,0.00000261429,0.0003260623,0.00004953554,0.000007113837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03294608,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005853513751054205,"score_gpt":0.2069186232956068,"score_spread":0.2010651095445526,"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."}}