{"id":"W2955091066","doi":"10.1134/s1062739118054915","title":"Lessons Learnt from Open Pit Wall Instabilities: Case Studies of BC Open Pit Hard Rock Mines","year":2018,"lang":"en","type":"article","venue":"Journal of Mining Science","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mining engineering; Open-pit mining; Geology; Mineral resource classification; Instability; Geotechnical engineering; Geochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086216,0.0005924106,0.0004806185,0.001469769,0.0075177,0.00315827,0.002055507,0.002911781,0.002133797],"category_scores_gemma":[0.005996441,0.000424441,0.0002956909,0.00236285,0.004057664,0.001482177,0.002597105,0.001712133,0.0003017235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00914615,"about_ca_system_score_gemma":0.00619233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3706236,"about_ca_topic_score_gemma":0.7824255,"domain_scores_codex":[0.9978294,0.0007325964,0.00007771042,0.0001245806,0.0007253594,0.0005103921],"domain_scores_gemma":[0.996762,0.001562483,0.0003336533,0.000138847,0.000801694,0.0004012386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0005141341,0.001486498,0.1889961,0.001291786,0.0001119956,0.09723715,0.4389903,0.02726793,0.008302118,0.01439224,0.01835252,0.2030573],"study_design_scores_gemma":[0.00004048503,0.0004775539,0.09307287,0.0008191982,0.00005947975,0.01329515,0.8100943,0.01066236,0.003477161,0.007411487,0.06046087,0.0001292092],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983496,0.000707552,0.001177838,0.002595025,0.00001807112,0.00008963871,0.00009998576,0.00001518272,0.0118007],"genre_scores_gemma":[0.9892239,0.001496852,0.002652408,0.0002043518,0.00001255021,0.00002143472,0.00006300001,0.00002330714,0.006302087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6293764,"threshold_uncertainty_score":0.7369326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320148042333561,"score_gpt":0.3796756994311494,"score_spread":0.2476608951977932,"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."}}