{"id":"W2194591227","doi":"10.1016/j.memsci.2015.10.037","title":"Hydrogen permeation through Pd-based composite membranes: Effects of porous substrate, diffusion barrier and sweep gas","year":2015,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; NORAM (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Permeation; Membrane; Diffusion; Hydrogen; Porosity; Materials science; Chemical engineering; Gaseous diffusion; Porous medium; Substrate (aquarium); Diffusion barrier; Chemistry; Molecular diffusion; Chemical physics; Composite material; Thermodynamics; Layer (electronics); Fuel cells; Organic chemistry","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":[0.0002981005,0.0001798189,0.0003164487,0.0001357869,0.0002169154,0.0004612797,0.0003295738,0.0005369418,0.0005924462],"category_scores_gemma":[0.0004698213,0.0002085685,0.0002793861,0.0001566144,0.0002242972,0.0007851779,0.0001535871,0.0004724016,0.0001396771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000366034,"about_ca_system_score_gemma":0.000241346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077529,"about_ca_topic_score_gemma":0.001262545,"domain_scores_codex":[0.9998538,0.00002387673,0.00001182545,0.0000336564,0.00002891615,0.00004788044],"domain_scores_gemma":[0.9997943,0.000107807,0.00002597594,0.00001326725,0.00003711646,0.00002164918],"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":[0.001090399,0.00003651889,0.0001937898,0.00006086623,0.00001270671,0.00004810146,0.00002879513,0.0002963998,0.9964871,0.00007784583,0.00002778806,0.001639598],"study_design_scores_gemma":[0.00001056338,0.0001498595,0.0005962686,0.00000193126,0.00001276664,0.00003166254,0.00002168366,0.00162537,0.9973363,0.00001855248,0.0001899124,0.000005073162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998454,0.0003206792,0.0008319782,0.00002581577,0.00001002239,0.000003206266,0.00004373668,0.00001708132,0.0002934675],"genre_scores_gemma":[0.9987552,0.0001728952,0.0006913478,0.000008974849,0.00000267876,0.000002841473,0.00005031524,0.000006397151,0.0003094983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001077529,"threshold_uncertainty_score":0.002655745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195406483816707,"score_gpt":0.2351014789010291,"score_spread":0.223147414062862,"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."}}