{"id":"W2762765095","doi":"10.2118/187132-ms","title":"A Comprehensive Evaluation of Alkaline Surfactant Polymer Flooding and Hybrid Process for Enhanced Oil Recovery","year":2017,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Technology Futures; CMG Reservoir Simulation Foundation","keywords":"Enhanced oil recovery; Petroleum engineering; Emulsion; Computer science; Process engineering; Oil field; Pulmonary surfactant; Microemulsion; Solubility; Reservoir simulation; Process (computing); Environmental science; Chemistry; Chemical engineering; Engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003548793,0.0003054654,0.0004071056,0.0001956863,0.000143516,0.0003026062,0.0002953911,0.0003074571,0.0004549621],"category_scores_gemma":[0.0003041481,0.0001075039,0.0003487899,0.0001698411,0.0001645596,0.0003951142,0.0004506028,0.0002632213,0.00009145666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535142,"about_ca_system_score_gemma":0.0003387506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038413,"about_ca_topic_score_gemma":0.0008595658,"domain_scores_codex":[0.9998872,0.00002017254,0.000007836756,0.00002039998,0.00005290333,0.00001143837],"domain_scores_gemma":[0.9999087,0.00003214104,0.00001603974,0.00001152566,0.00002448881,0.00000711645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003087517,0.0002154629,0.001696668,0.0004635004,0.00004045803,0.0001417616,0.00005211647,0.2516443,0.6987123,0.001634105,0.0002565977,0.04483388],"study_design_scores_gemma":[0.00002700833,0.0009105732,0.001029445,0.000007454817,0.0000346852,0.00003636954,0.00002618161,0.5257743,0.4698584,0.0003003989,0.001978861,0.00001635587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236575,0.0007118848,0.07293102,0.00009977436,0.00001579239,0.00006700086,0.0001514612,0.0002919809,0.002073574],"genre_scores_gemma":[0.9847098,0.0004543067,0.01390188,0.00001224413,0.000003734506,0.00002629911,0.0000826976,0.00002161244,0.0007872712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001038413,"threshold_uncertainty_score":0.002564967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561882648073089,"score_gpt":0.3207346800385688,"score_spread":0.2751158535578379,"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."}}