{"id":"W3185282379","doi":"10.1016/j.petrol.2021.109283","title":"Quantification of gas exsolution and preferential diffusion for alkane solvent(s)–CO2–heavy oil systems under nonequilibrium conditions","year":2021,"lang":"en","type":"article","venue":"Journal of Petroleum Science and Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Non-equilibrium thermodynamics; Mass transfer; Chemistry; Diffusion; Thermodynamics; Bubble; Alkane; Enhanced oil recovery; Molecular diffusion; Diffusion equation; Mechanics; Hydrocarbon; Petroleum engineering; Chromatography; Physics; Geology; Organic chemistry","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":[0.0001993551,0.0003655174,0.000146834,0.000294141,0.0003449191,0.000376753,0.0002708391,0.0004077548,0.0008923898],"category_scores_gemma":[0.0003065101,0.000140346,0.0001852023,0.0002407514,0.0003813872,0.0004195917,0.0001938446,0.0004547397,0.0002473708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005562548,"about_ca_system_score_gemma":0.0003773865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00386169,"about_ca_topic_score_gemma":0.005596293,"domain_scores_codex":[0.9998279,0.00001488701,0.000007043187,0.00006110326,0.000048263,0.00004079841],"domain_scores_gemma":[0.9998524,0.00005391196,0.000022326,0.00001113946,0.00004507788,0.00001519143],"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":[0.00004429734,0.000009158385,0.0003005831,0.00001350574,0.00000239911,0.00001347922,0.00001671102,0.00005888279,0.9989267,0.00005461897,0.00001175997,0.0005479163],"study_design_scores_gemma":[0.000001616241,0.00002580075,0.001036153,0.000001149756,0.000002256249,0.00001481237,0.00001720365,0.001460797,0.9972206,0.00001359904,0.0002029992,0.000002983633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885644,0.0004215831,0.009499639,0.0000577234,0.00002045291,0.00002996599,0.000375534,0.0001055,0.0009251348],"genre_scores_gemma":[0.9922394,0.0003687626,0.005702199,0.00003407675,0.000007419274,0.00004629857,0.000305628,0.00001771813,0.001278564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00386169,"threshold_uncertainty_score":0.007678449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345584253034314,"score_gpt":0.2372287460314219,"score_spread":0.2237729035010788,"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."}}