{"id":"W4409655711","doi":"10.1021/acs.langmuir.5c00430","title":"Role of Adsorption-Induced Deformation on Gas Self-Diffusivity in a Flexible Microporous Coal Matrix","year":2025,"lang":"en","type":"article","venue":"Langmuir","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Xi'an University of Science and Technology; China Scholarship Council","keywords":"Microporous material; Thermal diffusivity; Adsorption; Coal; Chemical engineering; Deformation (meteorology); Matrix (chemical analysis); Materials science; Chemistry; Thermodynamics; Composite material; Physical chemistry; Organic 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":[0.0001320002,0.0002159461,0.0001682003,0.0001563356,0.0002271055,0.0002704529,0.0002710274,0.0003119141,0.0006308681],"category_scores_gemma":[0.0003103604,0.0001452695,0.0002135285,0.0001088543,0.0004301145,0.0003352085,0.0002479635,0.0002088813,0.00004480554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783644,"about_ca_system_score_gemma":0.0003480857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00312296,"about_ca_topic_score_gemma":0.002690262,"domain_scores_codex":[0.9999558,0.000007087647,0.000003282786,0.000008384278,0.00001321326,0.00001219282],"domain_scores_gemma":[0.9998881,0.00005785919,0.00001773482,0.00001114375,0.00001114966,0.00001390165],"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":[0.0003477903,0.0001521793,0.01054748,0.0001703969,0.00007352879,0.0004522282,0.0002120459,0.4484653,0.5279843,0.005142111,0.000144053,0.006308546],"study_design_scores_gemma":[0.00001208318,0.00007619723,0.004915,0.00000452095,0.00001331087,0.00003111748,0.00004731009,0.9464976,0.04762333,0.0005647328,0.0001959345,0.00001885771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971246,0.00005628903,0.002276161,0.00002768996,0.000003508803,0.000005422562,0.00003611559,0.00002845004,0.0004416591],"genre_scores_gemma":[0.9993944,0.00003894019,0.0004874057,0.000003881189,5.943533e-7,0.000003838943,0.00001707293,0.000002890787,0.00005100416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00312296,"threshold_uncertainty_score":0.006209552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006011091208734297,"score_gpt":0.218901236501065,"score_spread":0.2128901452923307,"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."}}