{"id":"W4400232265","doi":"10.1016/j.psep.2024.07.007","title":"CFD modeling of H2S removal from liquid sulfur in a pilot-scale gas-liquid contactor","year":2024,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; National University's Basic Research Foundation of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Contactor; Computational fluid dynamics; Sulfur; Liquid liquid; SCALE-UP; Scale (ratio); Process engineering; Engineering; Environmental science; Waste management; Petroleum engineering; Materials science; Chromatography; Chemistry; Thermodynamics; Physics; Aerospace engineering; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001681054,0.0001698641,0.0002111204,0.00008490485,0.00005017783,0.00001883666,0.00006358561,0.0001412369,0.0001042234],"category_scores_gemma":[0.00001295083,0.000170235,0.00003827245,0.0001033381,0.00003052222,0.0002600815,0.00002727079,0.0003507004,0.00000975381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000174119,"about_ca_system_score_gemma":0.00001370929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002130924,"about_ca_topic_score_gemma":0.00002228484,"domain_scores_codex":[0.9990017,0.00002831734,0.0003547142,0.0002598181,0.0001662895,0.0001891971],"domain_scores_gemma":[0.9997869,0.00002046029,0.00002878468,0.00009703415,0.000003696358,0.00006310487],"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":[0.004293261,0.00008730825,0.00003322978,0.0003850019,0.00005683881,0.00001765503,0.001203145,0.3158683,0.6644608,0.00001350558,0.000002588366,0.01357829],"study_design_scores_gemma":[0.0009312643,0.0004152027,0.00002876339,0.0003237687,0.00002438349,0.000019353,0.0003454589,0.9305038,0.06640576,0.0002098032,0.0005688334,0.0002236169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423273,0.001470077,0.05446594,0.0001174495,0.0002577462,0.0005685766,0.00005149743,0.0001630941,0.0005783688],"genre_scores_gemma":[0.9992861,0.000337715,0.00006698218,0.000008861143,0.0001532184,0.00006379254,0.00002187941,0.00003639815,0.00002509073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6146354,"threshold_uncertainty_score":0.6941984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361636083768684,"score_gpt":0.2002799129379129,"score_spread":0.186663552100226,"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."}}