{"id":"W4293208992","doi":"10.1016/j.chemosphere.2022.136090","title":"Carbonyl sulfur removal from blast furnace gas: Recent progress, application status and future development","year":2022,"lang":"en","type":"review","venue":"Chemosphere","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Carbonyl sulfide; Blast furnace; Waste management; Flue-gas desulfurization; Exhaust gas; Industrial gas; Coal gas; Adsorption; Chemistry; Environmental science; Sulfur; Coal; Engineering; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006194268,0.0009733731,0.001471632,0.001593138,0.0001914132,0.0009373705,0.0005744351,0.0008096849,0.001645993],"category_scores_gemma":[0.0004295363,0.000318444,0.0006671889,0.002059323,0.0002723781,0.0009272727,0.0004729854,0.0008020633,0.0006829974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466972,"about_ca_system_score_gemma":0.0009906791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348752,"about_ca_topic_score_gemma":0.003354375,"domain_scores_codex":[0.9998327,0.0000166079,0.00001924866,0.00003836507,0.00006968709,0.00002335387],"domain_scores_gemma":[0.9997494,0.00009219823,0.0000543491,0.000007141625,0.00007757297,0.00001931106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000174976,0.0001155,0.0004584667,0.04390284,0.0002299536,0.000166794,0.00005367745,0.001008392,0.01508727,0.001744936,0.009271864,0.9277854],"study_design_scores_gemma":[0.00003880267,0.0005761576,0.002561634,0.003883706,0.0006800933,0.0009475934,0.0001490772,0.0006916388,0.0112916,0.001746382,0.9773654,0.00006784521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005548722,0.9984877,0.0002013376,0.00009199506,0.0000835818,0.000003643284,0.00002590091,0.000006534027,0.0005443029],"genre_scores_gemma":[0.002002234,0.9972065,0.0002212964,0.00007935651,0.00006151883,0.000003487639,0.0000351585,0.000001155204,0.0003893414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001645993,"threshold_uncertainty_score":0.005506337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142170700581099,"score_gpt":0.2494892058026174,"score_spread":0.2280674987968064,"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."}}