{"id":"W4394870046","doi":"10.1016/j.petsci.2024.03.027","title":"Investigations of methane adsorption characteristics on marine-continental transitional shales and gas storage capacity models considering pore evolution","year":2024,"lang":"en","type":"article","venue":"Petroleum Science","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"ShanXi Science and Technology Department; China Scholarship Council; National Natural Science Foundation of China","keywords":"Oil shale; Methane; Adsorption; Geology; Saturation (graph theory); Maturity (psychological); Mineralogy; Volume (thermodynamics); Petroleum engineering; Soil science; Chemistry; Thermodynamics; Paleontology","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":[0.0002568604,0.0003762358,0.0002166969,0.0004916905,0.0001674891,0.0001532219,0.0003259277,0.0002322985,0.0004063337],"category_scores_gemma":[0.0002934154,0.0001106861,0.0003580971,0.0004709721,0.0001728026,0.0004671434,0.0002035461,0.0001459754,0.00007547106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004117184,"about_ca_system_score_gemma":0.0002708185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374239,"about_ca_topic_score_gemma":0.01392279,"domain_scores_codex":[0.999928,0.000007563339,0.000004233627,0.00001739574,0.00002570146,0.00001694422],"domain_scores_gemma":[0.9998995,0.00003932408,0.00001553964,0.000008544672,0.00003119386,0.000005904519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002942623,0.0001820729,0.1094502,0.0004886287,0.0001063735,0.00034818,0.0003391195,0.2018188,0.6612923,0.001296755,0.0002523727,0.024131],"study_design_scores_gemma":[0.00001191978,0.0002401924,0.07035667,0.000008713129,0.00005400927,0.00008645393,0.0002315208,0.751704,0.1763244,0.0003116005,0.000632792,0.00003789976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975029,0.0001537413,0.001950871,0.00001055811,0.00000126623,0.000004186235,0.00008790313,0.00002175938,0.0002668221],"genre_scores_gemma":[0.9992575,0.0001212248,0.0004380168,0.00000221869,7.627139e-7,0.000004524772,0.00007209677,0.000001597352,0.0001020671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374239,"threshold_uncertainty_score":0.0273248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168159550236855,"score_gpt":0.2199480504387966,"score_spread":0.198266454936428,"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."}}