{"id":"W2064035952","doi":"10.2118/173201-ms","title":"Adsorbed Gas Surface Diffusion and Bulk Gas Transport in Nanopores of Shale Reservoirs with Real Gas Effect-Adsorption-Mechanical Coupling","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Alberta Innovates - Technology Futures; CMG Reservoir Simulation Foundation","keywords":"Adsorption; Nanopore; Shale gas; Coupling (piping); Gaseous diffusion; Diffusion; Materials science; Chemical physics; Oil shale; Surface diffusion; Chemical engineering; Petroleum engineering; Chemistry; Nanotechnology; Composite material; Thermodynamics; Geology; Physical chemistry; Physics; Engineering","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":[0.000172641,0.0002067729,0.00022041,0.0002283111,0.0002316968,0.0002459771,0.0003619718,0.0003333786,0.0008995347],"category_scores_gemma":[0.0004006788,0.0001828941,0.0001964537,0.0001673858,0.0004707974,0.0007097164,0.000307558,0.0002751146,0.00007116828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881138,"about_ca_system_score_gemma":0.0002640256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00268531,"about_ca_topic_score_gemma":0.001540362,"domain_scores_codex":[0.9999081,0.00001023989,0.00000363813,0.00002911002,0.00002185336,0.00002705206],"domain_scores_gemma":[0.9998007,0.00009888426,0.00002720975,0.00001847709,0.00003068396,0.00002405871],"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":[0.0004483996,0.00009978913,0.003902066,0.0001180651,0.00002892702,0.0001825084,0.0001128126,0.01574612,0.9747382,0.001841099,0.0001086945,0.002673257],"study_design_scores_gemma":[0.00003427311,0.0002026523,0.02183185,0.00001077001,0.00003352087,0.0001061101,0.0002010971,0.4876426,0.4886934,0.0008284185,0.0003680314,0.00004739424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980935,0.00007152493,0.001459199,0.00001871713,0.000003439947,0.000002111878,0.00003112991,0.00002130014,0.0002989827],"genre_scores_gemma":[0.9994318,0.00002759481,0.000327862,0.000002357109,0.00000132713,0.000002382698,0.00001896621,0.000002550938,0.0001851574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00268531,"threshold_uncertainty_score":0.005339384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140186148850401,"score_gpt":0.2200811830305256,"score_spread":0.2086793215420216,"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."}}