{"id":"W2754757902","doi":"10.1007/s10950-017-9695-8","title":"An operational-oriented approach to the assessment of low probability seismic ground motions for critical infrastructures","year":2017,"lang":"en","type":"article","venue":"Journal of Seismology","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Seventh Framework Programme","keywords":"Seismic hazard; Hazard; Natural hazard; Seismic risk; Probability distribution; Fragility; Seismology; Extreme value theory; Hazard analysis; Monte Carlo method; Hydrogeology; Uncertainty quantification; Computer science; Reliability engineering; Statistics; Geology; Engineering; Mathematics; Physics; Geotechnical engineering","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":[0.002065179,0.001325308,0.0005994679,0.002051075,0.0006390312,0.003563398,0.001762549,0.001229654,0.001620885],"category_scores_gemma":[0.005963398,0.0004841558,0.0005711188,0.0009820478,0.001692366,0.002028877,0.002070306,0.001041499,0.0002029202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100091,"about_ca_system_score_gemma":0.002681529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004989542,"about_ca_topic_score_gemma":0.004016291,"domain_scores_codex":[0.9987049,0.0005637273,0.00009235135,0.0001134848,0.0004037921,0.000121671],"domain_scores_gemma":[0.9983198,0.0007901508,0.0002193234,0.0000920053,0.0004605076,0.0001180761],"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":[0.00008288977,0.0002034268,0.006392855,0.0001454339,0.0001058992,0.000396699,0.000408882,0.7552817,0.008604271,0.1509123,0.001105548,0.07636001],"study_design_scores_gemma":[0.000007959513,0.0001014464,0.001053561,0.00002423532,0.00002878938,0.00006372424,0.0002999093,0.9388037,0.001205952,0.05706871,0.00132493,0.00001703008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03564809,0.0001467597,0.954981,0.0006351824,0.00003988309,0.0001096454,0.00008234113,0.0001033544,0.008253707],"genre_scores_gemma":[0.8613545,0.0003423263,0.1359326,0.0001005194,0.0001232006,0.0001365536,0.0001220405,0.00004267837,0.001845568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004989542,"threshold_uncertainty_score":0.01092184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813015779539371,"score_gpt":0.3109560134088639,"score_spread":0.2928258556134701,"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."}}