{"id":"W2935098193","doi":"10.11159/icmfht19.118","title":"Towards Experimental Measurement of Methane Adsorption Isotherm in Shale Reservoirs","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Momentum, Heat and Mass Transfer","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Methane; Oil shale; Petroleum engineering; Adsorption; Shale gas; Sorption isotherm; Environmental science; Geology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006596599,0.0004668834,0.0002913659,0.0004038371,0.0005255443,0.0002463764,0.0006079203,0.000566725,0.001150705],"category_scores_gemma":[0.0009981238,0.0002464438,0.0001826712,0.000473249,0.0004534421,0.000610247,0.0005492234,0.0006299909,0.0003454132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172813,"about_ca_system_score_gemma":0.0003654438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517427,"about_ca_topic_score_gemma":0.002086588,"domain_scores_codex":[0.9994444,0.0001281366,0.00002423293,0.00009032567,0.0002420285,0.00007095662],"domain_scores_gemma":[0.9995688,0.0001821208,0.00004955855,0.00006174182,0.0001195743,0.00001829525],"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":[0.00003057754,0.00002298227,0.0003885501,0.00004974852,0.000002143837,0.00001498749,0.00005146629,0.0001657495,0.9975584,0.0001164109,0.00002269507,0.001576329],"study_design_scores_gemma":[0.000003803085,0.000125042,0.002152373,0.000006079648,0.000004882122,0.00004099935,0.00007345442,0.0037951,0.9929129,0.00008509566,0.0007921972,0.0000080764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045422,0.0007965776,0.09017667,0.0001413266,0.00003553132,0.0001161842,0.000849709,0.0005609372,0.002780732],"genre_scores_gemma":[0.965579,0.0009818593,0.03176095,0.00005400231,0.00001696596,0.000245272,0.0003497842,0.00005522572,0.0009569287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001517427,"threshold_uncertainty_score":0.003849447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488467114636804,"score_gpt":0.2244257977337827,"score_spread":0.2095411265874147,"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."}}