{"id":"W4400498683","doi":"10.1021/acs.energyfuels.4c01835","title":"Nonequilibrium Exsolution Kinetics of Hydrocarbon Solvents in Heavy Oil","year":2024,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Petroleum Technology Research Centre; China Postdoctoral Science Foundation","keywords":"Hydrocarbon; Kinetics; Non-equilibrium thermodynamics; Chemistry; Thermodynamics; Petroleum engineering; Chemical engineering; Geology; Organic chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711926,0.0002681651,0.0002080743,0.0003282511,0.0002578036,0.0002922191,0.0004036785,0.0002651347,0.0008113318],"category_scores_gemma":[0.0005309112,0.0001800072,0.0002950747,0.0003135315,0.000356389,0.0004766531,0.0003676069,0.0003328352,0.0001521596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004771713,"about_ca_system_score_gemma":0.0003840288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837156,"about_ca_topic_score_gemma":0.001861833,"domain_scores_codex":[0.9999119,0.000005570187,0.000004668433,0.00001567896,0.00003993565,0.00002228961],"domain_scores_gemma":[0.9998536,0.00006922467,0.00002590084,0.00001327099,0.00002304822,0.00001504923],"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":[0.000404697,0.0002100098,0.008532659,0.0002990116,0.00002506587,0.000709084,0.0004674301,0.4163683,0.5420755,0.008021622,0.0003662586,0.02252046],"study_design_scores_gemma":[0.00001469078,0.00008990262,0.001470752,0.000006031947,0.000003812858,0.00003687862,0.00004046282,0.8369297,0.1600356,0.0006655498,0.0006878216,0.00001868538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770302,0.0001994919,0.02015558,0.00006739992,0.00001120057,0.0000207164,0.0002476727,0.0002226945,0.002045074],"genre_scores_gemma":[0.9956536,0.0001387811,0.003435954,0.000007039878,0.000001438618,0.00002823553,0.0001167622,0.00002304697,0.0005951267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002837156,"threshold_uncertainty_score":0.005641341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00966026184749774,"score_gpt":0.2326629053699598,"score_spread":0.223002643522462,"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."}}