{"id":"W2255109370","doi":"10.2118/170076-pa","title":"SAGD Well-Pair Completion Optimization Using Scab Liner and Steam Splitters","year":2015,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Natural Resources","funders":"Canadian Natural Resources Limited","keywords":"Injector; Steam-assisted gravity drainage; Petroleum engineering; Inflow; Wellbore; Completion (oil and gas wells); Drainage; Engineering; Environmental science; Oil production; Splitter; Waste management; Oil sands; Asphalt; Mechanical engineering; Geology; Materials science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005295153,0.0006032714,0.0009157229,0.0005556674,0.0003721325,0.0007272866,0.0005794457,0.0007594881,0.002904211],"category_scores_gemma":[0.001190078,0.0004572191,0.0005524766,0.0003424361,0.0004318393,0.0004710855,0.000491753,0.0004618526,0.0002419764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009808103,"about_ca_system_score_gemma":0.001787502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01455041,"about_ca_topic_score_gemma":0.01361907,"domain_scores_codex":[0.9998523,0.00003207055,0.000005870777,0.00002592799,0.00003889051,0.00004500579],"domain_scores_gemma":[0.9995013,0.0002442892,0.0000640064,0.00002893845,0.0001029658,0.00005853448],"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":[0.00004226272,0.00002910875,0.0003932258,0.00002036151,0.00000665673,0.0000296537,0.00001095767,0.9955902,0.001265564,0.0003836879,0.00009732648,0.002130982],"study_design_scores_gemma":[0.0000140493,0.00005683666,0.0001309211,0.000002095268,0.000003715459,0.000003390483,0.00001291779,0.9987321,0.0007124202,0.0001035704,0.0002246283,0.000003264684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.780149,0.0002697832,0.2041256,0.0002150981,0.00003894646,0.0002430329,0.0002746068,0.000584884,0.01409915],"genre_scores_gemma":[0.96878,0.00004929937,0.0290541,0.000013319,0.000002137843,0.00008335236,0.00008479757,0.00003518183,0.001897639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455041,"threshold_uncertainty_score":0.02893144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421757036912158,"score_gpt":0.2384359750853553,"score_spread":0.2142184047162337,"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."}}