{"id":"W3183070287","doi":"10.1177/87552930211018723","title":"NGA‐East Ground‐Motion Characterization model part I: Summary of products and model development","year":2021,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Electric Power Research Institute; U.S. Nuclear Regulatory Commission; U.S. Geological Survey; U.S. Department of Energy","keywords":"Standard deviation; Moment magnitude scale; Range (aeronautics); Ground motion; Seismic hazard; Hazard; Geology; Seismology; Engineering; Statistics; Mathematics; Geometry; Aerospace 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008286718,0.0001130724,0.0001594794,0.00006841535,0.00004812243,0.00002322172,0.00004135265,0.00004253176,0.00002445478],"category_scores_gemma":[0.000006436529,0.0001214822,0.00002783369,0.0002050043,0.00001614788,0.0002388146,0.00001648467,0.00008155313,0.00001008348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000239787,"about_ca_system_score_gemma":0.00005747384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001097199,"about_ca_topic_score_gemma":0.000008668732,"domain_scores_codex":[0.9992956,0.000007706841,0.0002199216,0.0001764278,0.000138816,0.0001615466],"domain_scores_gemma":[0.9997126,0.000002804012,0.00003174743,0.0001568201,0.0000555699,0.00004049689],"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":[0.00001355104,0.0001156978,0.001212706,0.0004375954,0.0001798779,0.00001023466,0.003142084,0.4825931,0.3649838,0.0005641563,0.0003037231,0.1464434],"study_design_scores_gemma":[0.000142114,0.000004969345,0.01180112,0.00004503868,0.00002134153,0.000005535035,0.00004621745,0.9130329,0.07385007,0.00007885811,0.0008185763,0.0001532477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503329,0.000208889,0.04841906,0.0001131839,0.0000664325,0.0000535878,0.00001148215,0.00007566268,0.0007187755],"genre_scores_gemma":[0.9947202,0.0003393025,0.003651857,0.00004213913,0.00008190903,0.000006360789,0.0002212347,0.00001766975,0.0009193168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4304398,"threshold_uncertainty_score":0.4953901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462969359754988,"score_gpt":0.1883785115778683,"score_spread":0.1737488179803185,"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."}}