{"id":"W4320479179","doi":"10.1016/j.fuel.2023.127639","title":"Introduce dimethyl ether (DME) as a solvent for steam-assisted gravity drainage (SAGD) co-injection: An effective and environmental application","year":2023,"lang":"en","type":"article","venue":"Fuel","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Solvent; Mass transfer; Steam-assisted gravity drainage; Petroleum engineering; Chemical engineering; Chemistry; Environmental science; Asphalt; Materials science; Oil sands; Organic chemistry; Engineering; Chromatography","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":[0.0001071014,0.0003343656,0.0001359903,0.0002541242,0.0001320109,0.0002140334,0.0001943932,0.0002611363,0.001103667],"category_scores_gemma":[0.0001117378,0.00009576303,0.0001990016,0.0002100529,0.0001999048,0.00046101,0.0003325815,0.0003053152,0.0004195117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635302,"about_ca_system_score_gemma":0.0002088005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433792,"about_ca_topic_score_gemma":0.0006197949,"domain_scores_codex":[0.9999385,0.000005491139,0.000004451977,0.00001735178,0.00002052181,0.00001379515],"domain_scores_gemma":[0.9999588,0.000006009899,0.00001606013,0.000003886348,0.000008114373,0.0000071495],"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":[0.00007228447,0.00003027896,0.0002541874,0.0000993649,0.000005662681,0.00007473653,0.00002113415,0.0001008249,0.9912254,0.0006985207,0.0001024362,0.007315075],"study_design_scores_gemma":[0.000004927474,0.0001076816,0.0002184181,0.000002833298,0.000007470615,0.00005750286,0.00001012494,0.0009072064,0.9959303,0.00003924455,0.002709961,0.000004299737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652056,0.002724738,0.02578887,0.0002361057,0.0001717415,0.0000619714,0.0001651609,0.0002142219,0.005431642],"genre_scores_gemma":[0.9865617,0.001154059,0.008933673,0.00006407591,0.00002903638,0.00001449746,0.00006720147,0.00002153181,0.003154233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001103667,"threshold_uncertainty_score":0.00369215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006230065943040607,"score_gpt":0.2583133822334734,"score_spread":0.2520833162904328,"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."}}