{"id":"W3198171010","doi":"10.1016/j.jngse.2021.104226","title":"Correlation between adsorbed methane concentration and pore structure of organic-rich black shale from the Liard Basin, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Natural Gas Science and Engineering","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Korea Institute of Geoscience and Mineral Resources","keywords":"Oil shale; Methane; Adsorption; Microporous material; Total organic carbon; Shale gas; Chemistry; Volume (thermodynamics); Organic matter; Macropore; Mineralogy; Shale oil; Carbon black; Specific surface area; Chemical engineering; Mesoporous material; Geology; Environmental chemistry; Organic chemistry; Catalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185037,0.0002239064,0.0003075653,0.001210453,0.001343303,0.0007846327,0.0005044821,0.0002731755,0.001126741],"category_scores_gemma":[0.0002859121,0.000196039,0.0002069713,0.0009472651,0.0004806196,0.0002207139,0.0003306233,0.0001868089,0.0001712311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004522342,"about_ca_system_score_gemma":0.004969516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9604539,"about_ca_topic_score_gemma":0.9770977,"domain_scores_codex":[0.9998714,0.000004161686,0.000006533642,0.0000211738,0.00005170165,0.00004504001],"domain_scores_gemma":[0.9997172,0.00002688173,0.00002160836,0.000005546681,0.0001729619,0.00005588556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311076,0.00007582943,0.953701,0.00006192429,0.0001160174,0.00028356,0.0008049404,0.001274994,0.03702626,0.0001395706,0.0003995625,0.005785319],"study_design_scores_gemma":[0.000006847439,0.00001128713,0.9957814,0.000006901664,0.00001907658,0.00003668777,0.0007104823,0.001412324,0.001668498,0.00001904455,0.0003195419,0.000007940737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990426,0.0000589602,0.0000594466,0.00001240921,9.09582e-7,0.000003021298,0.0003916398,0.000006856008,0.0004241478],"genre_scores_gemma":[0.999094,0.00004990734,0.00006163174,0.000008215825,5.745454e-7,0.000001794432,0.0003395651,0.000001980476,0.0004421962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03954613,"threshold_uncertainty_score":0.07955801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005470330347265915,"score_gpt":0.1904696660597403,"score_spread":0.1849993357124744,"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."}}