{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001576522,0.0001436423,0.0004166471,0.0001895345,0.0003399871,0.000367922,0.001449376,0.00003730694,0.00006405808],"category_scores_gemma":[0.0009011526,0.0001117013,0.00004668274,0.0004421394,0.0003304491,0.001369295,0.0005022692,0.0001599308,0.000006352785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146508,"about_ca_system_score_gemma":0.0002358857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000273443,"about_ca_topic_score_gemma":0.0001957982,"domain_scores_codex":[0.9985734,0.0000296954,0.0005503691,0.00020314,0.0003605497,0.0002828043],"domain_scores_gemma":[0.9986417,0.0002266592,0.000296363,0.0002167275,0.0004892628,0.0001292387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004296032,0.0004982472,0.03656385,0.001046617,0.0009417786,0.002155413,0.3922419,0.09439036,0.3222227,0.0005747786,0.0615926,0.08734222],"study_design_scores_gemma":[0.01049901,0.006558285,0.02410004,0.01849321,0.0007765936,0.01046889,0.3932583,0.2086364,0.2571636,0.005360052,0.06035437,0.004331333],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961054,0.0006517977,0.0002151039,0.0003367352,0.0005888855,0.00007316589,0.000005571852,0.00001371923,0.002009609],"genre_scores_gemma":[0.9847069,0.00004565112,0.01430821,0.00004243398,0.0001967969,0.000002122615,1.730962e-7,0.00001361534,0.0006841305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114246,"threshold_uncertainty_score":0.4555047,"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."}}