{"id":"W3088474546","doi":"","title":"Numerical Investigation on Rock Strength Upscaling Using Synthetic Rock Approach","year":2020,"lang":"en","type":"article","venue":"54th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Geotechnical engineering; Rock mechanics; Mining 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004861614,0.001287201,0.001186431,0.0004493962,0.0006805121,0.0002800402,0.001101312,0.000783355,0.0001125904],"category_scores_gemma":[0.0001613773,0.001421078,0.0004721532,0.001297071,0.000002776156,0.0005059222,0.0004000723,0.001434314,0.0003367942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005514809,"about_ca_system_score_gemma":0.0001841493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002671759,"about_ca_topic_score_gemma":0.000001866817,"domain_scores_codex":[0.9938834,0.0001760681,0.001409266,0.001664801,0.001222461,0.00164406],"domain_scores_gemma":[0.9970098,0.0001317921,0.000349123,0.001066186,0.0002594741,0.001183681],"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":[0.00005553529,0.00009690889,6.621153e-7,0.00032221,0.0001344313,0.00001545862,0.0006554512,0.8500279,0.1303342,0.01788807,0.0002620319,0.0002070894],"study_design_scores_gemma":[0.0008426068,0.0003638529,4.841215e-8,0.000213316,0.0001916436,0.00004943548,0.0003505107,0.8848174,0.1064972,0.004357201,0.0009800973,0.001336784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009065806,0.0004157348,0.9846838,0.0003956948,0.00184825,0.001048988,0.00008148481,0.001750513,0.0007097886],"genre_scores_gemma":[0.992377,0.0003070738,0.004530171,0.001088734,0.0008533273,0.0001183116,0.0001581985,0.0005239183,0.00004322655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9833112,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009497523358443,"score_gpt":0.2147831833665914,"score_spread":0.184688208133007,"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."}}