{"id":"W2016764490","doi":"10.2118/170112-ms","title":"Quantifying the Impact of Flow Control Devices in SAGD Applications in the Surmont Area Through Numerical Analysis","year":2014,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steam-assisted gravity drainage; Steam injection; Petroleum engineering; Process (computing); Wellbore; Computer science; Environmental science; Asphalt; Oil sands; Process engineering; Engineering; Materials science","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":[0.000424121,0.0005154924,0.000498529,0.0008625429,0.000882041,0.001524908,0.0008772271,0.0013673,0.001747091],"category_scores_gemma":[0.001292832,0.0003576548,0.0005834044,0.0008388007,0.0009356332,0.0005042819,0.000592088,0.0006389122,0.0001411022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003935507,"about_ca_system_score_gemma":0.003145577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3777857,"about_ca_topic_score_gemma":0.3464741,"domain_scores_codex":[0.9997464,0.00003221732,0.00001316724,0.00004437642,0.00008730259,0.00007651318],"domain_scores_gemma":[0.9993072,0.0003895705,0.00007120887,0.00003703813,0.0001380259,0.00005694183],"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":[0.00003891089,0.00007831685,0.006556603,0.00002919485,0.000007862342,0.0001127172,0.00003802663,0.9887961,0.001589022,0.0004482323,0.0001335494,0.002171494],"study_design_scores_gemma":[0.00001120588,0.00004220528,0.002953617,0.00000650167,0.000008244308,0.00001255928,0.0001172669,0.9955359,0.0008769227,0.0001046305,0.0003200129,0.00001106987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899513,0.0001286284,0.003693799,0.000151905,0.00001346673,0.00003968963,0.000489764,0.0001131704,0.00541826],"genre_scores_gemma":[0.9954887,0.00009691747,0.002850624,0.00001296043,0.000001937264,0.00001786952,0.0002842674,0.00001188898,0.001234781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6222143,"threshold_uncertainty_score":0.7511735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796455756147417,"score_gpt":0.3350072135340674,"score_spread":0.2970426559725932,"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."}}