{"id":"W221741090","doi":"","title":"A Distinct Element Parametric Study of Failure Modes Around an Underground Opening in Rock Masses of Varying Quality","year":2005,"lang":"en","type":"article","venue":"Alaska Rocks 2005, The 40th U.S. Symposium on Rock Mechanics (USRMS)","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality (philosophy); Geology; Element (criminal law); Parametric statistics; Mining engineering; Geotechnical engineering; Physics; Law; Mathematics; Statistics; Political science","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":[],"category_scores_codex":[0.001166113,0.0006701523,0.001017908,0.0005212168,0.000196872,0.00008215704,0.001124776,0.0003044643,0.00006562829],"category_scores_gemma":[0.0001443546,0.0005613391,0.0002151008,0.001287491,0.000008283001,0.0004501715,0.0003987483,0.0008893925,0.00002301562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381624,"about_ca_system_score_gemma":0.00005065235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003108107,"about_ca_topic_score_gemma":0.001150037,"domain_scores_codex":[0.995567,0.0002110863,0.001608508,0.0007161885,0.0009390598,0.0009581201],"domain_scores_gemma":[0.9975792,0.0005633707,0.0003392282,0.001144977,0.0001151957,0.0002580737],"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":[0.00008521193,0.0009807382,0.0001963545,0.0001728226,0.0001565413,0.000005096975,0.0003970301,0.9861358,0.0101265,0.001019091,0.00003599861,0.0006888096],"study_design_scores_gemma":[0.001930228,0.0008547789,0.0001173825,0.000210005,0.000131645,0.00001019807,0.0021651,0.9796457,0.0119302,0.001534341,0.0006970315,0.0007734106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6025162,0.000269919,0.3945679,0.0003615898,0.0002351947,0.001340574,0.00003520558,0.0003425503,0.0003308886],"genre_scores_gemma":[0.9986974,0.0001120828,0.0006424738,0.00005849611,0.0001202619,0.0001510631,0.00002041023,0.0001163063,0.00008147706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3961812,"threshold_uncertainty_score":0.9996838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800248782271252,"score_gpt":0.251346584372485,"score_spread":0.2333440965497725,"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."}}