{"id":"W2127896615","doi":"10.1785/0120060203","title":"Modeling Variable-Stress Distribution with the Stochastic Finite-Fault Technique","year":2007,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Fault (geology); Variable (mathematics); Stress (linguistics); Distribution (mathematics); Mathematics; Geology; Computer science; Applied mathematics; Mathematical analysis; Seismology","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":[0.000499865,0.0001247721,0.0002183879,0.000005398699,0.0002781543,0.000007649191,0.000341188,0.00008475369,0.000455209],"category_scores_gemma":[0.0001269659,0.00005550783,0.0001608703,0.0002503392,0.0007293035,0.000009407829,0.00005260107,0.000246169,0.000007409306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004578577,"about_ca_system_score_gemma":0.00002291428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006624934,"about_ca_topic_score_gemma":0.000007096033,"domain_scores_codex":[0.9989868,0.00006925699,0.0002180641,0.0001716811,0.000286316,0.0002678598],"domain_scores_gemma":[0.9987814,0.0007310753,0.0001624665,0.0002085924,0.00008070668,0.00003575285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002714054,0.000138851,0.007630664,0.0000653677,0.0002132143,0.000002405978,0.000559348,0.9479238,0.00004368614,0.0001854423,0.01522089,0.02774493],"study_design_scores_gemma":[0.001987078,0.003694355,0.1508155,0.0006315831,0.000496096,0.00009424618,0.01214847,0.2708823,0.002245569,0.00461116,0.5509649,0.001428766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04399928,0.0006205655,0.9370764,0.01582482,0.00006518765,0.000447515,0.0001743916,0.00004732928,0.001744469],"genre_scores_gemma":[0.9888479,0.00004752124,0.008560183,0.002365117,0.00003406435,0.000002883063,0.00002160689,0.000002394195,0.0001183586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9448486,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208463773341786,"score_gpt":0.2039391221209703,"score_spread":0.1918544843875524,"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."}}