{"id":"W2297342858","doi":"10.14288/1.0081095","title":"Empirical stope design at the Ruttan Mine, Sherritt Gordon Mines Ltd.","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mining engineering; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178331,0.000288233,0.0003326119,0.0009469381,0.0006551847,0.0006143639,0.0007561684,0.000465508,0.003638484],"category_scores_gemma":[0.003125015,0.0003545952,0.0002030669,0.0006738603,0.000718948,0.0005058848,0.0004098328,0.0002740416,0.001153976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016554,"about_ca_system_score_gemma":0.001052007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320339,"about_ca_topic_score_gemma":0.06835207,"domain_scores_codex":[0.998744,0.0002222693,0.00005821006,0.0002782319,0.0005992577,0.00009806787],"domain_scores_gemma":[0.9977417,0.0006180642,0.0002999925,0.0002258985,0.0009704047,0.0001439749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001347415,0.0009316981,0.713972,0.0003106784,0.00009319952,0.001077193,0.003870534,0.04324725,0.05706764,0.002262143,0.004491705,0.1713285],"study_design_scores_gemma":[0.00007805955,0.002726273,0.9196858,0.00006677705,0.00004442193,0.0004115578,0.003789072,0.03602084,0.02075783,0.0006742757,0.01566384,0.0000812233],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923623,0.00003824948,0.002411744,0.00002398248,0.000003053678,0.00009776834,0.0004344553,0.00004561438,0.004582937],"genre_scores_gemma":[0.9879966,0.00006040129,0.005293246,0.00001170496,0.000002224567,0.000107859,0.0008879659,0.00002728079,0.005612581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01320339,"threshold_uncertainty_score":0.02625304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346364778882222,"score_gpt":0.1810155148294765,"score_spread":0.1675518670406543,"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."}}