{"id":"W3201188090","doi":"10.1002/cjce.24316","title":"A cross‐flow rotating packed bed toward desulphurization of marine exhaust gas","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Exhaust gas; Packed bed; Seawater; Environmental science; Flue-gas desulfurization; Volume (thermodynamics); Waste management; Engineering; Chemical engineering; Geology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002983243,0.000149308,0.0002887623,0.0001088914,0.00003679246,0.00006559809,0.000236905,0.0001298408,0.0002439143],"category_scores_gemma":[0.001025693,0.0001314208,0.000120477,0.0003045987,0.00003686841,0.0001012332,0.00001989769,0.0005017381,0.000001842149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953243,"about_ca_system_score_gemma":0.0003832092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580726,"about_ca_topic_score_gemma":0.00004653152,"domain_scores_codex":[0.998853,0.00001618098,0.0005319924,0.00007787495,0.0002051081,0.0003159044],"domain_scores_gemma":[0.9989719,0.0001209792,0.0001016089,0.0001620389,0.0002750357,0.0003684064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001812308,0.000005760231,0.0005329718,0.0001049573,0.0001389544,0.0001353192,0.0005224792,0.5686987,0.4187224,0.0002074598,0.0003151326,0.01059771],"study_design_scores_gemma":[0.0009991287,0.00001736148,0.0001660035,0.0002229395,0.00005402193,0.0002408357,0.000018109,0.2236599,0.7735864,0.0001231443,0.0007060219,0.0002061177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967982,0.0002984941,0.001542273,0.0003992471,0.0005383439,0.00008091261,0.00001127524,0.00003279083,0.0002984895],"genre_scores_gemma":[0.9962395,0.000004006795,0.003238482,0.00002387047,0.0004168023,0.000002112024,0.000006518987,0.00004011707,0.00002858461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.354864,"threshold_uncertainty_score":0.5359186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271611380574511,"score_gpt":0.2020122627882875,"score_spread":0.1892961489825424,"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."}}