{"id":"W4406559527","doi":"10.1016/j.jiec.2025.01.028","title":"Adsorption characteristics of methane on microporous carbon prepared from bitumite: Equilibrium, thermodynamics and site energy distribution studies","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial and Engineering Chemistry","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Hebei Provincial Department of Bureau of Science and Technology","keywords":"Microporous material; Methane; Adsorption; Thermodynamics; Carbon fibers; Chemistry; Materials science; Chemical engineering; Physical chemistry; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00010813,0.0001751437,0.0004037369,0.00006907755,0.00000448158,0.00001582832,0.00008203199,0.0002639204,0.000001033765],"category_scores_gemma":[0.0002874702,0.0001620296,0.00005322963,0.000136437,0.00005006217,0.00004509749,0.00005061348,0.0003237891,1.979683e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272108,"about_ca_system_score_gemma":0.00002119241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001165905,"about_ca_topic_score_gemma":4.993317e-7,"domain_scores_codex":[0.9992448,0.000006601842,0.000412901,0.0001043963,0.0001070586,0.000124254],"domain_scores_gemma":[0.9994944,0.0001202221,0.0001453293,0.000123739,0.00007547536,0.00004083377],"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":[0.00007979199,0.00001555871,0.0003731124,0.0001333311,0.0002139869,0.00001010825,0.00005458108,0.003554332,0.9927318,0.00001836285,0.00008531243,0.002729748],"study_design_scores_gemma":[0.001104044,0.00006729931,0.001064338,0.000920033,0.0001749917,0.00003601458,0.0001551758,0.01907312,0.9766475,0.0001405129,0.0003760284,0.000240974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957599,0.003362149,0.0002411629,0.00004198517,0.0003686255,0.0000325856,0.0000778955,0.00007621409,0.00003948879],"genre_scores_gemma":[0.9987158,0.0009775297,0.00005830251,0.000002641259,0.0001940843,0.00000207142,0.00002331228,0.0000137365,0.00001251691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0160843,"threshold_uncertainty_score":0.6607374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009340811259502755,"score_gpt":0.2039299818789209,"score_spread":0.1945891706194181,"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."}}