{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005018397,0.0003913041,0.0003551169,0.0006933867,0.0004020339,0.0004698497,0.0008073905,0.0009494839,0.001266266],"category_scores_gemma":[0.001784928,0.0003492697,0.0004188596,0.0003411586,0.0009279326,0.0005066137,0.0006812286,0.0004776783,0.000158645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767817,"about_ca_system_score_gemma":0.0002263055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086539,"about_ca_topic_score_gemma":0.002476985,"domain_scores_codex":[0.9998361,0.00003469132,0.000009229098,0.00002790971,0.00005402477,0.00003806123],"domain_scores_gemma":[0.9990477,0.0005038984,0.0001399749,0.0001550701,0.00008410225,0.00006934113],"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":[0.001100623,0.0004416666,0.02898831,0.0001060579,0.0000690532,0.001334403,0.001381243,0.8622544,0.07967841,0.002643238,0.0005938206,0.02140876],"study_design_scores_gemma":[0.00002275658,0.0005307288,0.01257324,0.00001476294,0.00002306663,0.0002265782,0.0004130499,0.9779633,0.007333307,0.0005398611,0.0003314482,0.00002792792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940819,0.00002215099,0.0048604,0.00002314023,0.000003317653,0.00001018119,0.00003412798,0.00002726151,0.000937524],"genre_scores_gemma":[0.9990168,0.000008624023,0.0006605156,0.000001857549,9.150126e-7,0.000004411783,0.00001552594,0.0000042519,0.0002869994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002086539,"threshold_uncertainty_score":0.004236102,"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."}}