{"id":"W2043942130","doi":"10.1002/aic.690460407","title":"Pressure swing permeation: Novel process for gas separation by membranes","year":2000,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Permeation; Pressure swing adsorption; Membrane; Chemistry; Swing; Cabin pressurization; Adsorption; Gas compressor; Chemical engineering; Chromatography; Process engineering; Materials science; Engineering; Composite material; Organic chemistry; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001808886,0.0001304516,0.0001374786,0.00004259005,0.000164931,0.00008067317,0.0001036763,0.00008275504,0.001215813],"category_scores_gemma":[0.000007467986,0.0001232421,0.0000710939,0.00009447083,0.00001118094,0.0004249797,8.315039e-7,0.0001748014,0.00002519555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001506702,"about_ca_system_score_gemma":0.00002674556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001185551,"about_ca_topic_score_gemma":0.000004542066,"domain_scores_codex":[0.9992145,0.000008645246,0.000279119,0.0001063336,0.0001948784,0.0001965751],"domain_scores_gemma":[0.9996813,0.00001996566,0.00003525761,0.00008373442,0.00008343481,0.00009629579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001384999,0.0001057449,0.0003013935,0.0005145701,0.0002279403,0.00000392818,0.003241457,0.7986612,0.1554955,0.00007863959,0.03079604,0.01043514],"study_design_scores_gemma":[0.002151164,0.00008826785,0.0004175301,0.0000795133,0.0001601367,0.0002638752,0.0001287118,0.3075419,0.0719082,0.0002111349,0.616607,0.0004425365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8751085,0.003260013,0.09552703,0.001308605,0.0008103858,0.0007528199,0.00007800504,0.0004597827,0.02269484],"genre_scores_gemma":[0.9944606,0.0002740989,0.0004595611,0.0001875019,0.0004424862,0.00002444347,0.00005863564,0.00003234067,0.004060297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.585811,"threshold_uncertainty_score":0.9996972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440217213919091,"score_gpt":0.2730999842458516,"score_spread":0.2586978121066607,"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."}}