{"id":"W2093086771","doi":"10.1016/j.petrol.2006.06.003","title":"An inverse solution methodology for estimating the diffusion coefficient of gases in Athabasca bitumen from pressure-decay data","year":2006,"lang":"en","type":"article","venue":"Journal of Petroleum Science and Engineering","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Diffusion; Thermodynamics; Isothermal process; Inverse; Chemistry; Diffusion equation; Mechanics; Mathematics; 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":[0.0006826213,0.0004942752,0.0004488491,0.0009297694,0.0003832922,0.0005100124,0.0007063185,0.0008368136,0.0005974806],"category_scores_gemma":[0.001815271,0.0003754663,0.0004718726,0.0005887535,0.0004283987,0.0006800839,0.0006210657,0.0008760093,0.0002554415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559132,"about_ca_system_score_gemma":0.0009289583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004682227,"about_ca_topic_score_gemma":0.004029237,"domain_scores_codex":[0.9998071,0.00004528662,0.00001187754,0.00004461445,0.00007592511,0.00001521076],"domain_scores_gemma":[0.9995922,0.0001670065,0.00005713369,0.00003357531,0.0001378826,0.00001218076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001557152,0.0001409979,0.004498945,0.0002890729,0.0001096704,0.0001551394,0.0002629067,0.2566743,0.2778763,0.009559872,0.0006635697,0.4496136],"study_design_scores_gemma":[0.00001144127,0.00004710889,0.00173449,0.000008743629,0.00002560658,0.0000997691,0.00003478803,0.963164,0.0318956,0.001996016,0.0009530331,0.00002952717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02643454,0.00006891676,0.972908,0.00003593365,0.00001128284,0.00001963435,0.00003161643,0.0002174219,0.0002726725],"genre_scores_gemma":[0.2350878,0.0002128713,0.7625918,0.00003497037,0.00001746465,0.0001018786,0.0001514853,0.00008128529,0.001720511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004682227,"threshold_uncertainty_score":0.009309947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967424869076178,"score_gpt":0.2730347142403527,"score_spread":0.2433604655495909,"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."}}