{"id":"W4401480798","doi":"10.56952/arma-2024-0530","title":"Utilizing Coseismic Strain in the Modelling of Tunnel Loading in Deep Burst-Prone Mines","year":2024,"lang":"en","type":"article","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Sudbury","funders":"","keywords":"Strain (injury); Geology; Seismology; Anatomy; Medicine","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":[0.0003465289,0.000137463,0.0001848491,0.0001835379,0.000009624745,0.00002631973,0.0001900916,0.00009026833,0.000029509],"category_scores_gemma":[0.00001996637,0.0001031172,0.00005677245,0.0005705083,0.00001385588,0.00009985983,0.00002765173,0.0002943094,0.000008343072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003533651,"about_ca_system_score_gemma":0.000005612227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008844451,"about_ca_topic_score_gemma":0.00009657304,"domain_scores_codex":[0.9990881,0.0000114315,0.0003307129,0.0001565505,0.0001287663,0.0002844303],"domain_scores_gemma":[0.9996538,0.0001590172,0.00000699649,0.0001424526,0.000007405747,0.00003035149],"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":[0.000001322755,0.0000109323,0.000003052102,0.000212089,0.000006259244,0.00001871607,0.000241044,0.9809515,0.006547046,0.003482199,0.00001013036,0.008515716],"study_design_scores_gemma":[0.00009639049,0.00001221605,0.00002034803,0.0002274481,0.000004735625,0.000005454311,0.0004019066,0.9949683,0.0009113196,0.002831179,0.0003960349,0.0001247014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.191112,0.002316927,0.8033754,0.0002480544,0.0001790447,0.000202576,0.000005130184,0.0003230351,0.002237809],"genre_scores_gemma":[0.9978418,0.00007739449,0.001954053,0.00002363174,0.0000322529,0.00001927815,0.000002913889,0.00002281101,0.00002584731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8067298,"threshold_uncertainty_score":0.4204999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601957776825477,"score_gpt":0.2124480972986787,"score_spread":0.1864285195304239,"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."}}