{"id":"W2077111549","doi":"10.1002/cjce.20107","title":"Mathematical modelling of CO<sub>2</sub> facilitated transport through liquid membranes containing amines as carrier","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dimensionless quantity; Membrane; Facilitated diffusion; Amine gas treating; Chemistry; Diffusion; Aqueous solution; Permeation; Thermodynamics; Chemical reaction; Physical chemistry; Organic chemistry; 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":[0.0002040693,0.000230142,0.0004685228,0.0001261519,0.00006345761,0.00001018265,0.00025408,0.0001349206,0.00005105545],"category_scores_gemma":[0.00004701473,0.0001931727,0.0001931549,0.0001994811,0.0001298813,0.0001830624,0.00000205974,0.0004302539,0.000005402874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008138899,"about_ca_system_score_gemma":0.0001914788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756342,"about_ca_topic_score_gemma":0.00004809364,"domain_scores_codex":[0.9985174,0.00001062182,0.000723196,0.00009945645,0.0002900244,0.0003593198],"domain_scores_gemma":[0.9991431,0.0001021358,0.00007477411,0.000168453,0.0001322672,0.0003792595],"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":[0.00003714605,0.00000503995,0.00002084295,0.0001812295,0.00009834659,0.000111577,0.003009059,0.6742216,0.3219777,0.0002915493,0.00003112402,0.00001482808],"study_design_scores_gemma":[0.0004246036,0.00005731179,0.00001198184,0.0001668847,0.00005574646,0.0005662176,0.00005509241,0.06196463,0.9358196,0.0001215519,0.0005249362,0.000231482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846893,0.0004897508,0.01376236,0.00008941883,0.0001585922,0.00009727833,0.00002103746,0.00004773194,0.0006445154],"genre_scores_gemma":[0.9992729,0.00005587011,0.0004569558,0.00003437774,0.0001122007,0.000003410253,0.000009971393,0.00004544398,0.000008896346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6138419,"threshold_uncertainty_score":0.7877354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331911599202214,"score_gpt":0.2056690045642285,"score_spread":0.1823498885722064,"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."}}