{"id":"W2061491396","doi":"10.1016/j.memsci.2009.04.038","title":"Pervaporative separation of n-butanol from dilute aqueous solutions using silicalite-filled poly(dimethyl siloxane) membranes","year":2009,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pervaporation; Butanol; Permeation; Aqueous solution; Membrane; n-Butanol; Siloxane; Chemistry; Chemical engineering; Chromatography; Analytical Chemistry (journal); Flux (metallurgy); Organic chemistry; Polymer; Ethanol","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":[0.0001810295,0.0002476991,0.0002162715,0.0001430675,0.0002767655,0.000311374,0.0002269211,0.0002264732,0.000335268],"category_scores_gemma":[0.0001694061,0.000119656,0.0001905059,0.00008608976,0.0002648384,0.0004681355,0.0002749869,0.0003960064,0.0001778101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164987,"about_ca_system_score_gemma":0.0004445577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588675,"about_ca_topic_score_gemma":0.002421596,"domain_scores_codex":[0.9999082,0.00001172476,0.000007294051,0.00002314868,0.00002898305,0.00002068536],"domain_scores_gemma":[0.9999305,0.00003129655,0.00001000161,0.000005105574,0.00001307072,0.000009955585],"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":[0.00003482286,0.000007162027,0.00004581637,0.00002090832,0.00000262698,0.00001780722,0.00001650384,0.0001120814,0.9986929,0.00006301633,0.00001812706,0.0009682431],"study_design_scores_gemma":[0.000008375223,0.00004278712,0.0003707748,0.000001858189,0.000003207064,0.00002367515,0.00001313911,0.001340738,0.9976904,0.00004968209,0.0004514956,0.000003908026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898949,0.000691376,0.007920033,0.000122719,0.00002610283,0.00001745904,0.00007719446,0.00006484253,0.001185469],"genre_scores_gemma":[0.9911261,0.0006666558,0.005615299,0.00005898117,0.00001510318,0.00001669542,0.0001161822,0.00001505965,0.002369923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001588675,"threshold_uncertainty_score":0.003158927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859673955521834,"score_gpt":0.2910927956037861,"score_spread":0.2624960560485677,"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."}}