{"id":"W2906214042","doi":"10.1016/j.fuel.2018.12.018","title":"Mechanistic modelling of non-equilibrium interphase mass transfer during solvent-aided thermal recovery processes of bitumen and heavy oil","year":2018,"lang":"en","type":"article","venue":"Fuel","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Virtual Materials Group (Canada); University of Calgary","funders":"CMG Reservoir Simulation Foundation; Natural Sciences and Engineering Research Council of Canada; Imperial Oil Limited; Cenovus Energy; Suncor Energy Incorporated; ConocoPhillips","keywords":"Mass transfer; Interphase; Thermodynamics; Thermal equilibrium; Chemistry; Thermal; Heat transfer; Asphalt; Thermodynamic equilibrium; Mechanics; Materials science; Physics","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":[0.00008409048,0.0001693022,0.000274256,0.0001214369,0.00001807934,0.00001501351,0.0001337048,0.00008936528,0.00004121714],"category_scores_gemma":[0.00001837374,0.0001730096,0.0000510169,0.000150251,0.00006100995,0.000267762,0.00002528644,0.0000990083,0.000002729288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003032491,"about_ca_system_score_gemma":0.00002818258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001855371,"about_ca_topic_score_gemma":0.00001381061,"domain_scores_codex":[0.9991465,0.00001055187,0.0003234118,0.0001788526,0.000123669,0.0002170309],"domain_scores_gemma":[0.9995847,0.00004630044,0.00003618015,0.0001875287,0.00009673812,0.0000485328],"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":[0.0001705121,0.00003015964,0.00001509767,0.003344131,0.00005356211,0.00000322078,0.0005163708,0.01063843,0.9838485,0.00002924057,0.00000880439,0.001342011],"study_design_scores_gemma":[0.0002829484,0.0001854904,0.00001168723,0.0005051871,0.00002392648,0.000003137567,0.00003545179,0.05449377,0.9432692,0.001009859,0.00001501467,0.0001643442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7763766,0.0002695602,0.2204051,0.000003441505,0.000111083,0.00007109181,0.00002378316,0.0001458442,0.00259347],"genre_scores_gemma":[0.9901405,0.0003372445,0.009272394,0.000005481334,0.00006126307,0.00002912733,0.000003541503,0.00004973826,0.0001007284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2137639,"threshold_uncertainty_score":0.7055128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153945021619942,"score_gpt":0.2144915963656295,"score_spread":0.2029521461494301,"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."}}