{"id":"W2911905798","doi":"10.2495/safe-v9-n1-1-12","title":"Insights into seismic hazard from big data analysis of ground motion simulations","year":2019,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Seismic hazard; Ground motion; Hazard; Seismology; Computer science; Geology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001473414,0.00007388804,0.0002208757,0.0003686207,0.00003042972,0.00003309395,0.0005887261,0.00004464498,0.000008049794],"category_scores_gemma":[0.0000811961,0.00006816059,0.00005908246,0.0002933313,0.00002029987,0.0005818901,0.0002474825,0.0001368277,0.000001512271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002377515,"about_ca_system_score_gemma":0.00002213073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100988,"about_ca_topic_score_gemma":0.00004833204,"domain_scores_codex":[0.9991954,0.00002220029,0.0003387969,0.0001414226,0.0002401725,0.00006200658],"domain_scores_gemma":[0.9991235,0.0002295562,0.0001715407,0.0002095608,0.0002316823,0.00003416559],"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":[0.00009312354,0.0001001337,0.0163106,0.00002008086,0.005413083,0.00003544254,0.00867424,0.918013,0.001315109,0.01572586,0.00002293599,0.03427633],"study_design_scores_gemma":[0.00029382,0.00002354821,0.1391819,0.00003015437,0.00009218372,0.000006777171,0.00004675951,0.8557495,0.00007398574,0.002686836,0.001747128,0.00006739848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5625073,0.0004833984,0.4355811,0.0004197552,0.0009493822,0.00001694022,0.00001465561,0.000006514038,0.00002092263],"genre_scores_gemma":[0.996999,0.0002231558,0.002544453,0.0000620556,0.0001304973,8.937878e-8,0.00003425118,0.000002450688,0.000004031396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4344917,"threshold_uncertainty_score":0.2779508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725423565540699,"score_gpt":0.2404678446114158,"score_spread":0.2232136089560088,"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."}}