{"id":"W4393083620","doi":"10.1039/d3ya00508a","title":"Electrochemically modulated separation of olefin–paraffin gas mixtures in membrane electrode assemblies","year":2024,"lang":"en","type":"article","venue":"Energy Advances","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation Graduate Research Fellowship Program; York University; New York University; American Chemical Society Petroleum Research Fund; National Science Foundation","keywords":"Electrode; Olefin fiber; Materials science; Membrane; Gas separation; Chemical engineering; Separation (statistics); Chemistry; Composite material; Polymer; Physical chemistry; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002331219,0.0003751416,0.0002450952,0.000194088,0.00019412,0.0003850343,0.0005748886,0.0005364512,0.001231103],"category_scores_gemma":[0.0003110918,0.0002481953,0.0001657627,0.0001656621,0.0002132551,0.0004597288,0.0002112735,0.0006643621,0.0004672249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003870582,"about_ca_system_score_gemma":0.0001987367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004826261,"about_ca_topic_score_gemma":0.0009885201,"domain_scores_codex":[0.9998457,0.00002278341,0.000009660877,0.00004697574,0.00004297175,0.00003175907],"domain_scores_gemma":[0.9998919,0.00003825102,0.00001859286,0.000008743557,0.00002764609,0.00001491606],"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":[0.00001836033,0.000008646495,0.0000194857,0.00001133417,0.000001684629,0.00001227373,0.000006902113,0.00001535675,0.9990175,0.000061092,0.00002897101,0.000798388],"study_design_scores_gemma":[0.000004390903,0.00002398549,0.0001476305,0.000001379709,0.000002181438,0.00002007872,0.000004937908,0.0004790371,0.9988373,0.00001827792,0.0004591499,0.00000173514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746994,0.001260949,0.0194728,0.0004558086,0.0001588449,0.00005912109,0.0003533456,0.0004526351,0.003087108],"genre_scores_gemma":[0.9837911,0.0008430738,0.01165115,0.0001682704,0.00003730347,0.00005400949,0.0002556902,0.0000376279,0.003161759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231103,"threshold_uncertainty_score":0.004118443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003223503223876571,"score_gpt":0.2165796957102678,"score_spread":0.2133561924863912,"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."}}