{"id":"W2974304203","doi":"10.1177/8755293019878185","title":"Ergodic site amplification model for central and eastern North America","year":2019,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"U.S. Geological Survey","keywords":"Ergodic theory; Term (time); Scaling; Geography; Geology; Tectonics; Seismology; Seismic hazard; Geodesy; Mathematics; Physics; Geometry","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":[0.00002314663,0.00009942453,0.000127974,0.00005645828,0.00003176368,0.00003007891,0.00005388475,0.00002806132,0.00004301508],"category_scores_gemma":[0.000001851871,0.00009922839,0.00005365271,0.0001030562,0.00001400467,0.0001235955,0.000006094678,0.00006690882,0.0001756285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001525144,"about_ca_system_score_gemma":0.000008356973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227344,"about_ca_topic_score_gemma":0.00003981913,"domain_scores_codex":[0.9994185,0.000002776645,0.0001178366,0.0001461764,0.00007481384,0.0002398758],"domain_scores_gemma":[0.9997418,0.000007955668,0.00001940562,0.0001589111,0.00001154121,0.00006037956],"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":[0.00002040323,0.00001997405,0.03832755,0.00009981251,0.00007853111,8.368551e-7,0.001732928,0.862217,0.002711615,0.0001051469,0.0004635072,0.09422269],"study_design_scores_gemma":[0.0002032783,0.00001933019,0.05430202,0.000006144033,0.00001795515,9.189081e-7,0.000028484,0.9420996,0.0001587175,0.00003533138,0.0030046,0.0001236181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031141,0.0001419214,0.09575044,0.00004936109,0.00005872992,0.0001198036,0.00002199005,0.00009773491,0.0006459116],"genre_scores_gemma":[0.9978132,0.0001319023,0.0009256753,0.00009762516,0.00008503819,0.000009582983,0.00006799569,0.000017689,0.0008513199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09482477,"threshold_uncertainty_score":0.4046416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007972572180932069,"score_gpt":0.1927096991655309,"score_spread":0.1847371269845989,"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."}}