{"id":"W2083392856","doi":"10.1007/s00603-013-0371-1","title":"Stability Analysis of the 19A Ore Pass at Brunswick Mine Using a Two-Stage Numerical Modeling Approach","year":2013,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rock mass classification; Fracture (geology); Geology; Stage (stratigraphy); Stability (learning theory); Geotechnical engineering; Discrete element method; Stress (linguistics); Stress field; Flow (mathematics); Mining engineering; Finite element method; Structural engineering; Engineering; Mechanics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002059116,0.0003938648,0.0006349096,0.0002257409,0.0002152694,0.00004763429,0.0002946389,0.0001705397,0.00003812042],"category_scores_gemma":[0.00003449982,0.0003252857,0.0002927365,0.0008950854,6.788053e-7,0.0001663299,0.0003961018,0.0003264062,0.000001798826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794496,"about_ca_system_score_gemma":0.00003077468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003215953,"about_ca_topic_score_gemma":0.00003864726,"domain_scores_codex":[0.9980561,0.00002398105,0.0006003777,0.0004303009,0.0003466629,0.0005425836],"domain_scores_gemma":[0.9989935,0.00004234967,0.00008738757,0.0005627965,0.0001185093,0.0001954484],"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":[0.000003134123,0.00002170673,0.00005688551,0.0001665102,0.0003363866,4.758859e-7,0.0003194662,0.9468197,0.05073978,0.001504553,0.000003078732,0.0000283494],"study_design_scores_gemma":[0.0002593741,0.00001343362,0.00001552559,0.00004029017,0.0003684749,0.000006093366,0.0001828604,0.9947817,0.003863761,0.00007475003,0.00002542988,0.000368295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.403894,0.0003824904,0.5952064,0.000007296177,0.0001637779,0.0002181977,0.00001244983,0.00009896823,0.00001642264],"genre_scores_gemma":[0.9951546,0.00007510454,0.004548201,0.0000144431,0.00005760332,0.00002459791,0.00001408567,0.0000865441,0.0000247851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5912607,"threshold_uncertainty_score":0.9999199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860834906153153,"score_gpt":0.2047117115907682,"score_spread":0.1861033625292367,"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."}}