{"id":"W2165432861","doi":"10.5539/eer.v3n1p49","title":"A Comparative Field-Scale Simulation Study on Feasibility of SAGD and ES-SAGD Processes in Naturally Fractured Bitumen Reservoirs","year":2013,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Statoil","keywords":"Petroleum engineering; Asphalt; Steam-assisted gravity drainage; Permeability (electromagnetism); Environmental science; Steam injection; Oil in place; Oil sands; Geology; Petroleum; Materials science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142509,0.0001080609,0.0001786442,0.0001304529,0.00004660718,0.00002336596,0.00008936848,0.00008489091,0.00006041575],"category_scores_gemma":[0.00005510782,0.00009216646,0.00001091299,0.0001343633,0.00007030485,0.0001805421,0.00007631956,0.0002414597,0.000002066576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007230783,"about_ca_system_score_gemma":0.000007585854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002589467,"about_ca_topic_score_gemma":0.0003785117,"domain_scores_codex":[0.9990001,0.0001243852,0.0001706485,0.0002278457,0.0002859824,0.0001910216],"domain_scores_gemma":[0.9992171,0.0005051607,0.00001924899,0.0001873804,0.00002148904,0.00004960942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006828859,0.00198666,0.3745862,0.000664733,0.000156279,0.00001476407,0.01724657,0.5108244,0.06084575,0.0001396458,0.000860266,0.03199186],"study_design_scores_gemma":[0.0008225048,0.001568567,0.8076508,0.0001288113,0.000005136478,4.407332e-7,0.001288043,0.02483948,0.1592855,0.003449426,0.0006783872,0.0002829423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977265,0.0003982404,0.0003169835,0.00005599099,0.000008039776,0.0003533925,0.000001614115,0.00002809675,0.001111144],"genre_scores_gemma":[0.9990373,0.0004549536,0.0002497437,0.000008518497,0.000009786349,0.0001127595,0.000003290296,0.000009343956,0.0001142822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4859849,"threshold_uncertainty_score":0.3758439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334445925470266,"score_gpt":0.3347336562075452,"score_spread":0.2913891969528425,"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."}}