{"id":"W4390490778","doi":"10.1016/j.fuel.2023.130790","title":"Heat and mass transfer analysis during the process of methane hydrate dissociation by thermal stimulation","year":2024,"lang":"en","type":"article","venue":"Fuel","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dissociation (chemistry); Hydrate; Chemistry; Methane; Dissociation rate; Heat transfer; Natural gas; Mass transfer; Thermodynamics; Mechanics; Chromatography; Organic 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":[0.0001536238,0.0002264331,0.000200875,0.0002239453,0.0003371781,0.0002127642,0.0002741074,0.0002363487,0.00227094],"category_scores_gemma":[0.0002661272,0.0001051448,0.000172698,0.0002263336,0.0004785246,0.0003306999,0.0001579339,0.0003756615,0.0001819628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252922,"about_ca_system_score_gemma":0.0001860192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690948,"about_ca_topic_score_gemma":0.001107538,"domain_scores_codex":[0.9999264,0.00000840552,0.000001682249,0.00001404273,0.00002449745,0.00002484782],"domain_scores_gemma":[0.9998884,0.00006251557,0.00001507292,0.0000079814,0.00001620086,0.000009870716],"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":[0.0009189757,0.00003993421,0.0009465278,0.0000577729,0.000009568091,0.00009001046,0.0001545091,0.0006523515,0.9939944,0.0002988335,0.0001099264,0.002727101],"study_design_scores_gemma":[0.00001365868,0.0001651756,0.005634644,0.000002400393,0.00000655465,0.00003917697,0.0001000115,0.006337316,0.9871631,0.00007117134,0.0004581414,0.000008630958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997555,0.0001614064,0.001085465,0.0000422347,0.00001066441,0.00000778354,0.00009981628,0.00002309347,0.001014607],"genre_scores_gemma":[0.9991084,0.00005265623,0.0002014368,0.00000558022,0.000003871382,0.000006687992,0.00004961666,0.000004725955,0.0005668963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00227094,"threshold_uncertainty_score":0.007597029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004704325104734358,"score_gpt":0.2217993009625797,"score_spread":0.2170949758578454,"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."}}