{"id":"W2557416652","doi":"10.1007/s13762-016-1156-3","title":"Separation of H2S from CH4 by polymeric membranes at different H2S concentrations","year":2016,"lang":"en","type":"article","venue":"International Journal of Environmental Science and Technology","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Iranian Gas Company","keywords":"Sorption; Hydrogen sulfide; Chemistry; Permeance; Permeation; Membrane; Chromatography; Plasticizer; Analytical Chemistry (journal); Chemical engineering; Organic chemistry; Sulfur; Adsorption","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000603399,0.00007432036,0.000111134,0.0001603522,0.00003871701,0.00001007146,0.0002433641,0.00004738858,0.0002699429],"category_scores_gemma":[0.00001159142,0.00005161836,0.00002450625,0.00008376526,0.0004689171,0.000260208,0.00002618616,0.00005013626,0.000004533122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120385,"about_ca_system_score_gemma":0.00001133818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002421578,"about_ca_topic_score_gemma":0.000004009288,"domain_scores_codex":[0.9991667,0.000004958659,0.0002698248,0.00009512549,0.000366866,0.0000965402],"domain_scores_gemma":[0.999722,0.00002415786,0.0001068273,0.00006636157,0.00002868567,0.00005198006],"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":[0.00001118355,0.00003133461,0.008976262,0.000001039947,0.00002580908,0.000002905283,0.00004622332,0.00002369374,0.9837528,0.0002388058,0.0001101749,0.006779696],"study_design_scores_gemma":[0.0005048299,0.00005920166,0.01662269,0.00001973661,0.00001049883,0.00004191108,0.00005400926,0.0002197048,0.9778128,0.0003353646,0.004248615,0.00007069522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967531,0.0005110782,0.0008211061,0.001302657,0.0002859995,0.00003793121,0.00006641952,0.00001458469,0.0002071067],"genre_scores_gemma":[0.9985286,0.001258005,0.0000679712,0.00003274558,0.0000284748,0.000001558066,0.000008613606,0.000004158747,0.00006990094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007646431,"threshold_uncertainty_score":0.2955686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003663798245635475,"score_gpt":0.2115203807348603,"score_spread":0.2078565824892248,"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."}}