{"id":"W4415495179","doi":"10.3997/2214-4609.202521033","title":"Synergistic CO2 Capture: NH2-Functionalized UiO-66 and DES-Choline-Chloride/Urea Impregnated Membranes","year":2025,"lang":"","type":"article","venue":"","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Membrane; Choline chloride; Selectivity; Polymer; Eutectic system; Gas separation; Ionic liquid; Synthetic membrane; Deep eutectic solvent","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001501071,0.0005432359,0.0003442365,0.0002779795,0.0001474174,0.0002842075,0.0002361682,0.0003917944,0.0007262072],"category_scores_gemma":[0.0001250887,0.0001780814,0.0003304648,0.0001778502,0.0001415765,0.0004046197,0.0003061701,0.0003074935,0.0003644721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841647,"about_ca_system_score_gemma":0.0001490771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705581,"about_ca_topic_score_gemma":0.001970931,"domain_scores_codex":[0.9998673,0.00001294194,0.000008934064,0.00002880331,0.00004074792,0.00004118462],"domain_scores_gemma":[0.9999492,0.000007547618,0.00001426599,0.000004121155,0.00001467167,0.00001016345],"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":[0.00002496951,0.000007188395,0.0000383228,0.00004288653,0.000003619215,0.00002966923,0.000005253296,0.00006090855,0.9989208,0.00003218498,0.00001403291,0.0008201416],"study_design_scores_gemma":[0.00000144668,0.00003319288,0.0002546294,0.000002837452,0.00000465058,0.00003135173,0.000006801321,0.0004180685,0.9985592,0.000004409392,0.0006806707,0.000002802989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988722,0.002075801,0.006390011,0.00006114374,0.00004650186,0.00004140086,0.0001489849,0.0001413395,0.002372778],"genre_scores_gemma":[0.9877796,0.001057313,0.008062731,0.00004432667,0.00001285697,0.00003900583,0.0001300585,0.00001690085,0.002857399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007262072,"threshold_uncertainty_score":0.002429366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150601216928027,"score_gpt":0.2403484611386555,"score_spread":0.2288424489693752,"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."}}