{"id":"W3040730029","doi":"10.1115/1.4047764","title":"Determination of Main-Term and Cross-Term Gas Diffusivities in Heavy Oil Systems Considering Local Oil Swelling Effect","year":2020,"lang":"en","type":"article","venue":"Journal of Energy Resources Technology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swelling; Thermal diffusivity; Swell; Diffusion; Viscosity; Phase (matter); Thermodynamics; Fuel oil; Hydrocarbon; Petroleum engineering; Fossil fuel; Mass diffusivity; Chemistry; Materials science; Mechanics; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002032586,0.0001606443,0.0005350792,0.000657771,0.00003859088,0.00004669981,0.0001801065,0.0002209212,0.000004641133],"category_scores_gemma":[0.00008055574,0.0001404001,0.00008923525,0.0003891739,0.0001981151,0.0001270298,0.00005405884,0.0002979077,4.265909e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005460754,"about_ca_system_score_gemma":0.00001272916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001406777,"about_ca_topic_score_gemma":0.00005009298,"domain_scores_codex":[0.998776,0.00006404604,0.0006513945,0.0001257887,0.0001882189,0.0001945942],"domain_scores_gemma":[0.9994049,0.0001150789,0.0002284307,0.0001143935,0.00005531115,0.00008187223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002647983,0.00006680578,0.0362681,0.001884476,0.0003431379,0.0009206932,0.002834341,0.7459422,0.1111678,0.0004193156,0.00002442517,0.09986393],"study_design_scores_gemma":[0.002805905,0.0007589897,0.0004827961,0.001101468,0.0001407745,0.00083053,0.002039852,0.8708872,0.1173476,0.000123865,0.002956917,0.0005240975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895832,0.003338988,0.00644054,0.0002188987,0.00009027853,0.0000111078,0.000001317797,0.00006419885,0.0002514961],"genre_scores_gemma":[0.9984143,0.001286828,0.0001390359,0.00001835515,0.00008179065,0.000004719644,8.365633e-7,0.00002376078,0.00003030965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.124945,"threshold_uncertainty_score":0.5725352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007422777463304487,"score_gpt":0.2153912390726359,"score_spread":0.2079684616093314,"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."}}