{"id":"W11671322","doi":"10.1021/ic9901970","title":"A Failure Model For Stratified Rock Masses Of Hard Rock Mines","year":2004,"lang":"en","type":"article","venue":"Gulf Rocks 2004, the 6th North America Rock Mechanics Symposium (NARMS)","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Mining engineering; Rock mass classification; Geotechnical 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":[],"category_scores_codex":[0.0002445861,0.001044095,0.00115299,0.0003095476,0.0007013943,0.0001131033,0.001348417,0.0004330894,0.00003627154],"category_scores_gemma":[0.0001151801,0.0008661528,0.0006492814,0.0008452425,0.00001095356,0.0003614317,0.000256944,0.0006237331,0.00007963119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470035,"about_ca_system_score_gemma":0.0003334708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006600477,"about_ca_topic_score_gemma":0.0004179807,"domain_scores_codex":[0.9955471,0.00006506256,0.001304577,0.0009123165,0.0008063834,0.001364539],"domain_scores_gemma":[0.9970308,0.0001949076,0.000492406,0.001378705,0.000504048,0.0003991395],"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":[0.0001101149,0.0001581716,0.00001081191,0.0003532479,0.0002683163,0.000005831182,0.001449795,0.9738067,0.01969663,0.00002685456,0.003700047,0.0004134209],"study_design_scores_gemma":[0.00148678,0.0003613931,8.758538e-8,0.0001848613,0.0003525697,0.00004796918,0.0007515626,0.9691331,0.01506932,0.003750479,0.00783677,0.001025161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001763075,0.001305864,0.9924077,0.0008455137,0.0009247244,0.001366876,0.0005093655,0.0007764885,0.000100406],"genre_scores_gemma":[0.9935077,0.000945706,0.002753984,0.0003181283,0.0004338485,0.0003779097,0.0002127173,0.0003113468,0.001138675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9917446,"threshold_uncertainty_score":0.9993789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177313233121159,"score_gpt":0.2071226811833278,"score_spread":0.1953495488521163,"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."}}