{"id":"W2048570197","doi":"10.1021/ef900170k","title":"Tail-Gas Cleanup by Simultaneous SO<sub>2</sub>and H<sub>2</sub>S Removal","year":2009,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrubber; Refinery; Sorbent; Flue-gas desulfurization; Claus process; Environmental science; Sulfur dioxide; Amine gas treating; Chemistry; Wet scrubber; Sulfur; Waste management; Process engineering; Environmental engineering; Hydrogen sulfide; Adsorption; Engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002568336,0.0005493274,0.0005711493,0.0001659064,0.0002202082,0.000169651,0.000337436,0.0005337678,0.000049094],"category_scores_gemma":[0.0002914456,0.0005712126,0.0001592644,0.0003122404,0.00008514067,0.0002071357,0.00006044864,0.0005463044,0.0001013177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694328,"about_ca_system_score_gemma":0.00006295454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001806396,"about_ca_topic_score_gemma":0.00001902639,"domain_scores_codex":[0.9973811,0.00009938573,0.0006022164,0.0005675892,0.0004638867,0.0008858446],"domain_scores_gemma":[0.9984908,0.000317318,0.0001052249,0.0005520926,0.00008868289,0.0004459239],"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":[0.00006181098,0.00003221486,0.000002146824,0.000008640203,0.00004850401,0.0002084813,0.00006349958,0.006546241,0.6757427,0.0003202279,0.0153038,0.3016618],"study_design_scores_gemma":[0.001294153,0.0001443646,0.000009920403,0.00005785918,0.00004992714,0.0001168994,0.00002131654,0.006427628,0.8496898,0.000621516,0.1409803,0.0005863503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881513,0.002347833,0.00174719,0.000610806,0.0008698365,0.0002006908,0.00003206656,0.0008231062,0.005217244],"genre_scores_gemma":[0.9963786,0.0008065737,0.000184724,0.0008393616,0.001085959,0.00001691979,0.0000411081,0.000117252,0.0005295034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3010754,"threshold_uncertainty_score":0.999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005842636553468403,"score_gpt":0.1910316334254572,"score_spread":0.1851889968719888,"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."}}