{"id":"W2026020934","doi":"10.2118/138846-pa","title":"Effect of Initial Water Saturation on the Thermal Efficiency of the Steam-Assisted Gravity-Drainage Process","year":2012,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Saturation (graph theory); Petroleum engineering; Steam-assisted gravity drainage; Injector; Drainage; Environmental science; Steam injection; Water saturation; Water injection (oil production); Geology; Environmental engineering; Soil science; Oil sands; Geotechnical engineering; Materials science; Engineering; Asphalt","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":[0.0005035952,0.0004532326,0.0004483701,0.0003456835,0.0002202673,0.0004948176,0.0002713499,0.0002495316,0.001492674],"category_scores_gemma":[0.001098508,0.0002192636,0.0003014412,0.0005291107,0.0003604294,0.0005947528,0.0003519779,0.0004976613,0.0004184012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003238064,"about_ca_system_score_gemma":0.0002659771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883449,"about_ca_topic_score_gemma":0.001848296,"domain_scores_codex":[0.9996314,0.00005266692,0.00003160188,0.00005531112,0.0001149691,0.0001140014],"domain_scores_gemma":[0.9994227,0.000291549,0.00009077534,0.00003936261,0.0001072253,0.00004839616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009644462,0.0001010917,0.0008343586,0.0001430874,0.00001732384,0.00006974056,0.0001233492,0.001826276,0.9901156,0.00009034882,0.00005220055,0.005662152],"study_design_scores_gemma":[0.000008767221,0.000389868,0.001327115,0.000005316259,0.000009172943,0.00001137991,0.00003811642,0.00305927,0.9948867,0.00001264848,0.0002437283,0.000007939763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977543,0.0003552097,0.000979672,0.00001693094,0.000007219811,0.00001068571,0.00007978555,0.00003736308,0.0007588718],"genre_scores_gemma":[0.9989257,0.0001915614,0.0004434739,0.000006566178,0.000002625548,0.000008237199,0.00007330373,0.00001772662,0.0003307039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001883449,"threshold_uncertainty_score":0.004993498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004895700627103176,"score_gpt":0.2339866150256289,"score_spread":0.2290909143985257,"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."}}