{"id":"W2075159413","doi":"10.5539/eer.v3n1p93","title":"Numerical Simulation Study of Field Scale SAGD and ES-SAGD Processes Investigating the Effect of Relative Permeabilities","year":2013,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Statoil","keywords":"Relative permeability; Solvent; Petroleum engineering; Asphalt; Viscosity; Steam injection; Dissolution; Materials science; Environmental science; Chemical engineering; Pulp and paper industry; Chemistry; Geology; Organic chemistry; Porosity","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":[0.0003539888,0.00007829917,0.000129798,0.00004692364,0.00007123595,0.0000122799,0.00006522302,0.00004929279,0.00003930308],"category_scores_gemma":[0.0002204013,0.00005312707,0.00001131878,0.00009060337,0.0001728099,0.0001428863,0.0000647532,0.0001424181,6.113899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002045246,"about_ca_system_score_gemma":0.00000370107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002858509,"about_ca_topic_score_gemma":0.00001634353,"domain_scores_codex":[0.9992003,0.0001754907,0.0001439102,0.0001223945,0.0002300315,0.0001279071],"domain_scores_gemma":[0.9980135,0.001787491,0.00002182438,0.00013073,0.00001442255,0.00003204683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008239102,0.0002118481,0.3783704,0.001409161,0.0001714306,0.000001246932,0.01410226,0.4368072,0.03461575,0.0002842834,0.0001778677,0.1337662],"study_design_scores_gemma":[0.0006976504,0.005781589,0.1216916,0.0002523153,0.000028408,0.000001537164,0.002868323,0.1113079,0.7513613,0.005361508,0.0003476859,0.0003003025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976625,0.0003817084,0.0009261161,0.00002991198,0.000005490902,0.0002142212,5.163471e-7,0.00001964171,0.0007598662],"genre_scores_gemma":[0.9993088,0.0002866182,0.0001724273,0.000002419544,0.00001066563,0.0001228413,8.026677e-7,0.000009678231,0.00008580276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7167455,"threshold_uncertainty_score":0.2166459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536244505900118,"score_gpt":0.2737450521257998,"score_spread":0.2583826070667986,"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."}}