{"id":"W4403309114","doi":"10.1016/j.seppur.2024.130060","title":"Highly selective and stable facilitated transport membranes for olefin/paraffin separation","year":2024,"lang":"en","type":"article","venue":"Separation and Purification Technology","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Membrane; Olefin fiber; Separation (statistics); Chemical engineering; Chemistry; Chromatography; Organic chemistry; Engineering; Computer science; Catalysis; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003691037,0.0003381804,0.0002330692,0.0002251809,0.0003015691,0.00033382,0.0003413588,0.0004706624,0.000794135],"category_scores_gemma":[0.000321329,0.0002016684,0.0002222656,0.0001739985,0.0002232043,0.0006633388,0.000483359,0.0006510793,0.0005870784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002994,"about_ca_system_score_gemma":0.0003607281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004437679,"about_ca_topic_score_gemma":0.0007387717,"domain_scores_codex":[0.999833,0.00002620511,0.000009484837,0.00002924987,0.00006721631,0.00003472315],"domain_scores_gemma":[0.9999022,0.00002247467,0.00002635277,0.00001235413,0.00002649019,0.00001007104],"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":[0.00002477889,0.000006400423,0.00003173666,0.00003716919,0.000002982386,0.00003302975,0.00001553925,0.00005378424,0.997341,0.0003819927,0.00008368965,0.001987933],"study_design_scores_gemma":[0.000004521727,0.00002590109,0.0001291389,0.00000215953,0.000003686808,0.00007289469,0.000008537127,0.0004333512,0.9967745,0.00007251197,0.00246935,0.000003478119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840351,0.004947272,0.1050134,0.0005339865,0.0001342131,0.0001437459,0.0004508068,0.0006994209,0.004042088],"genre_scores_gemma":[0.9548001,0.002523292,0.03280882,0.0001188689,0.00004395274,0.0001214754,0.0005175253,0.0001172631,0.008948745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000794135,"threshold_uncertainty_score":0.002904415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107915922781833,"score_gpt":0.2602824307036608,"score_spread":0.2492032714758425,"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."}}