{"id":"W2381805531","doi":"10.1002/cjce.22538","title":"Gas‐in‐place calculations in shale gas reservoirs using experimental adsorption data with adsorption models","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adsorption; Monolayer; Langmuir adsorption model; Oil shale; Langmuir; Chemistry; Methane; Thermodynamics; Physical chemistry; Geology; Physics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003558794,0.0006054432,0.0005731707,0.0004759718,0.00051556,0.0004373559,0.001148475,0.001013345,0.001255936],"category_scores_gemma":[0.001070803,0.0005163867,0.0006202636,0.0006188036,0.0003050402,0.001609806,0.0003373734,0.0005134878,0.0002889341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172959,"about_ca_system_score_gemma":0.00116659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169598,"about_ca_topic_score_gemma":0.01493294,"domain_scores_codex":[0.9998137,0.0000293342,0.00001242291,0.00003411831,0.00007167416,0.00003877742],"domain_scores_gemma":[0.999694,0.0001670015,0.00001929327,0.00002614743,0.00008295684,0.0000106669],"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":[0.000148619,0.0001341583,0.003335971,0.0003497192,0.00004069378,0.000160992,0.0001031356,0.9448081,0.03725788,0.005631017,0.0003130904,0.007716772],"study_design_scores_gemma":[0.000006400779,0.00002375413,0.0003921239,0.000003049472,0.000005672398,0.000007536375,0.00001936789,0.9878902,0.01109067,0.0003043299,0.000249084,0.000007805866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088354,0.0007353398,0.0817406,0.0001463785,0.00004467438,0.00008113313,0.0005337193,0.0004546242,0.007428249],"genre_scores_gemma":[0.9917049,0.000278325,0.006509145,0.0000216773,0.000004085564,0.00007695305,0.0001510254,0.00003305608,0.001220772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169598,"threshold_uncertainty_score":0.03372216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323704331025184,"score_gpt":0.2333801426212447,"score_spread":0.2010097095187263,"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."}}