{"id":"W2171486841","doi":"10.1039/c4ra10560e","title":"Effect of air-gap length on carbon dioxide stripping performance of a surface modified polysulfone hollow fiber membrane contactor","year":2014,"lang":"en","type":"article","venue":"RSC Advances","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Polysulfone; Stripping (fiber); Contactor; Materials science; Membrane; Hollow fiber membrane; Carbon dioxide; Fiber; Chemical engineering; Aqueous solution; Chromatography; Composite material; Chemistry; Polymer; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629133,0.000210356,0.000472959,0.0000677839,0.00002479359,0.000003116093,0.000126163,0.00007122209,0.00003053537],"category_scores_gemma":[0.00002828056,0.0001825296,0.00008609246,0.0001491275,0.00003998173,0.0001602246,0.000005395768,0.0001370581,0.000006709692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002070211,"about_ca_system_score_gemma":0.000009476199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002090224,"about_ca_topic_score_gemma":0.00001603219,"domain_scores_codex":[0.9989412,0.0000523872,0.0003517098,0.0001770273,0.0002629599,0.0002146827],"domain_scores_gemma":[0.9993294,0.0002196769,0.00009605395,0.0002602834,0.00003143614,0.00006314304],"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":[0.0004240957,0.00002780263,0.00125358,0.001250663,0.00005741327,0.000001152369,0.0001545005,0.6925567,0.296978,0.0001011713,0.000004401878,0.007190447],"study_design_scores_gemma":[0.001300193,0.0005979023,0.001328082,0.0002072586,0.00003389127,0.000001053211,0.000007020333,0.04353797,0.9514317,0.000002773596,0.001356882,0.0001952706],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871905,0.0005112154,0.0002116815,0.00001106491,0.000214407,0.0002204545,0.00001314682,0.0001085777,0.01151893],"genre_scores_gemma":[0.999177,0.0003098755,0.0001652282,0.0000125826,0.00004169891,0.000007461546,0.00001189425,0.0000279039,0.0002463757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6544537,"threshold_uncertainty_score":0.7443342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008236446162410396,"score_gpt":0.2283329619286141,"score_spread":0.2200965157662037,"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."}}