{"id":"W2076322695","doi":"10.2118/2008-097","title":"Water Use in Bitumen Production: Tailings Management in Surface Mined Oil Sands","year":2008,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Tailings; Oil sands; Asphalt; Geology; Petroleum engineering; Surface mining; Mining engineering; Petroleum; Environmental science; Waste management; Engineering; Archaeology; Materials science; Coal mining; Metallurgy; Geography","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":[0.0002959052,0.0002297072,0.000152061,0.000583346,0.0003878397,0.0007697205,0.000545787,0.0003584216,0.00134615],"category_scores_gemma":[0.0005635649,0.00007291258,0.0001901113,0.0007751328,0.0003491682,0.0003810646,0.0005041129,0.000157493,0.0002009103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797603,"about_ca_system_score_gemma":0.001210919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04014224,"about_ca_topic_score_gemma":0.09533916,"domain_scores_codex":[0.9996588,0.00007378869,0.00002183279,0.00003437097,0.0001183877,0.00009287387],"domain_scores_gemma":[0.9995559,0.00008416508,0.0001360135,0.00001130452,0.0001385984,0.00007411509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00168749,0.000968187,0.5484759,0.0009833592,0.0001574802,0.00345527,0.001917194,0.02398058,0.1099363,0.001123834,0.001141816,0.3061728],"study_design_scores_gemma":[0.00003719914,0.004535723,0.8437016,0.000183174,0.0001135519,0.0008611324,0.0145231,0.02332238,0.09995706,0.001081148,0.01160589,0.00007798685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972271,0.0002601116,0.0004187841,0.00007517749,0.000003057025,0.00002892637,0.0001054606,0.00001191839,0.00186935],"genre_scores_gemma":[0.998378,0.0001662077,0.0004942011,0.000008700232,0.00000131828,0.000004213787,0.00004271547,0.000002126662,0.0009024987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9598578,"threshold_uncertainty_score":0.07981718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543675195002643,"score_gpt":0.2034541804680412,"score_spread":0.1880174285180148,"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."}}