{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001202782,0.001450515,0.0006950582,0.001049252,0.0004526074,0.001581423,0.001975616,0.0008320121,0.005377121],"category_scores_gemma":[0.001571193,0.0009192374,0.001056894,0.001235032,0.0003061628,0.001832952,0.0007324014,0.001369893,0.004097237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484293,"about_ca_system_score_gemma":0.00182115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0302329,"about_ca_topic_score_gemma":0.01245087,"domain_scores_codex":[0.9995758,0.00005937343,0.00002946079,0.00009061798,0.000216768,0.00002798457],"domain_scores_gemma":[0.9993051,0.000117464,0.00004400694,0.0001260902,0.0003795878,0.00002780092],"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":[0.0001662201,0.0001453709,0.007376713,0.000447785,0.0001514975,0.0001233565,0.0001043058,0.8277909,0.007589837,0.01257541,0.02138019,0.1221484],"study_design_scores_gemma":[0.00003825745,0.00006953601,0.002112442,0.00007424468,0.00004520706,0.00004212644,0.00003339023,0.9468857,0.005910361,0.003095959,0.04163853,0.00005420105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04409114,0.001400681,0.8654857,0.0008421057,0.0002596292,0.0009855025,0.03179084,0.0133128,0.04183152],"genre_scores_gemma":[0.3036177,0.002615701,0.5894697,0.0003063356,0.0001290067,0.00200808,0.07713863,0.003972765,0.0207421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0302329,"threshold_uncertainty_score":0.06011385,"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."}}