{"id":"W2033817848","doi":"10.1016/j.petrol.2015.03.023","title":"Effect of waterflooding history on the efficiency of fully miscible tertiary solvent injection and optimal design of water-alternating-gas process","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Science and Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Natural Resources Limited","keywords":"Water injection (oil production); Petroleum engineering; Miscibility; Solvent; Hydrocarbon; Chemistry; Environmental science; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002474187,0.0001155994,0.0002343807,0.0003494542,0.00002434662,0.00001657033,0.0002090807,0.0000329648,0.000001073442],"category_scores_gemma":[0.0001759475,0.00007035452,0.00003528342,0.0001264969,0.0001116567,0.0004026564,0.00003195008,0.0001624857,8.220356e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461989,"about_ca_system_score_gemma":0.00004667846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005251828,"about_ca_topic_score_gemma":1.189324e-7,"domain_scores_codex":[0.9989291,0.00002153179,0.000348496,0.00009163389,0.0004283989,0.0001808794],"domain_scores_gemma":[0.9994605,0.0001019519,0.0001307906,0.00009006738,0.0001468407,0.00006987261],"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":[0.00002278203,0.000008344328,0.0001799906,0.000168277,0.000007610228,0.000001332722,0.0005292165,0.4869939,0.5116741,0.000004947732,0.000006278414,0.0004031844],"study_design_scores_gemma":[0.0001762629,0.001187506,0.00008121021,0.0003033439,0.00001406155,0.00003989571,0.00005613398,0.2142049,0.7838591,0.00001026642,0.000007380518,0.00005995727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669211,0.0004317914,0.032258,0.000009800217,0.0002330405,0.00005818934,3.887012e-7,0.0000194211,0.00006825022],"genre_scores_gemma":[0.9984773,0.0000578272,0.001416684,0.000001592311,0.00002835938,0.000002981694,5.014624e-8,0.00001105199,0.000004089019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.272789,"threshold_uncertainty_score":0.2868974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054740806627606,"score_gpt":0.2178445498614595,"score_spread":0.2072971417951835,"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."}}