{"id":"W2053700421","doi":"10.1016/j.memsci.2008.06.027","title":"Revisiting the experimental and theoretical upper bounds of light pure gas selectivity–permeability for polymeric membranes","year":2008,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Selectivity; Upper and lower bounds; Kinetic energy; Exponential function; Permeability (electromagnetism); Membrane; Function (biology); Chemistry; Mathematics; Thermodynamics; Analytical Chemistry (journal); Combinatorics; Physics; Chromatography; Mathematical analysis; Quantum mechanics; 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":[0.001365052,0.0001412302,0.0003095408,0.0001292772,0.000296298,0.00003941563,0.0003174013,0.00004528499,0.00008790308],"category_scores_gemma":[0.0001508994,0.00009237711,0.0001267096,0.0004287919,0.00102548,0.0004234053,0.00001583551,0.000189963,7.762387e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501274,"about_ca_system_score_gemma":0.0001329892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001455011,"about_ca_topic_score_gemma":3.956465e-7,"domain_scores_codex":[0.9985442,0.00004172768,0.0004777591,0.000160348,0.000514197,0.0002618249],"domain_scores_gemma":[0.9992005,0.0001753701,0.0001299973,0.0001776238,0.0001801486,0.0001363998],"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":[0.00006910064,0.00003431683,0.0008274467,0.000136972,0.00001824582,0.000005609404,0.001787918,0.0006496474,0.9925827,0.003107874,0.00002614843,0.0007540392],"study_design_scores_gemma":[0.0005176515,0.0001336805,0.00314121,0.00005699194,0.00002553324,0.0007457621,0.0003139475,0.005845892,0.9883221,0.0001622369,0.000602286,0.0001327574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953655,0.001494909,0.000628375,0.0008642363,0.0002399037,0.0001559889,0.000002700816,0.00001905272,0.001229341],"genre_scores_gemma":[0.9989445,0.0002311442,0.0005418402,0.00006030311,0.0001862706,0.000003790256,3.011828e-7,0.00001236801,0.00001950959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005196245,"threshold_uncertainty_score":0.3778422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010741854548654,"score_gpt":0.2500102275315838,"score_spread":0.2399028089860973,"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."}}