{"id":"W4390122940","doi":"10.1016/j.fuel.2023.130621","title":"Molecular simulation on H2 adsorption in nanopores and effects of cushion gas: Implications for underground hydrogen storage in shale reservoirs","year":2023,"lang":"en","type":"article","venue":"Fuel","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Australian Research Council; Alliance de recherche numérique du Canada; China Postdoctoral Science Foundation","keywords":"Adsorption; Kerogen; Hydrogen storage; Cushion; Oil shale; Chemical engineering; Hydrogen; Chemistry; Nanopore; Materials science; Nanotechnology; Organic chemistry; Waste management; Geology; Source rock","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":[0.0003486137,0.0004717098,0.0009182037,0.000421866,0.001135654,0.0008218505,0.001618673,0.001519727,0.005785362],"category_scores_gemma":[0.0009425024,0.0003870466,0.0005999457,0.0006865849,0.0008820078,0.001231626,0.0005962501,0.001231367,0.0002463305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507945,"about_ca_system_score_gemma":0.001505375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02601711,"about_ca_topic_score_gemma":0.01607673,"domain_scores_codex":[0.9997981,0.00003180047,0.000006539096,0.00002569188,0.00004115801,0.00009677813],"domain_scores_gemma":[0.9993342,0.0003562944,0.00004221402,0.00006894211,0.0001136023,0.00008470349],"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":[0.0005238538,0.0004673403,0.003466303,0.0002315915,0.00009439061,0.0002553052,0.0002310052,0.9547815,0.01753408,0.01767696,0.001338643,0.003399044],"study_design_scores_gemma":[0.0000592488,0.00005478396,0.0007806267,0.00000768337,0.00001083283,0.000006235156,0.00007411958,0.9956443,0.00212697,0.0009357989,0.0002849415,0.00001456127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851724,0.0002174297,0.004688026,0.0007461159,0.00006975638,0.00002723936,0.0004518707,0.000101579,0.008525602],"genre_scores_gemma":[0.9962975,0.000198362,0.0018906,0.0001385831,0.0000250772,0.00004011892,0.0002266938,0.00003958276,0.001143512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02601711,"threshold_uncertainty_score":0.05173135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576587214363603,"score_gpt":0.2631477316157134,"score_spread":0.2473818594720773,"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."}}