{"id":"W2076296611","doi":"10.1016/j.memsci.2015.04.006","title":"The coupling effect of gas-phase chemistry and surface reactions on oxygen permeation and fuel conversion in ITM reactors","year":2015,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"King Abdullah University of Science and Technology; Massachusetts Institute of Technology","keywords":"Permeation; Chemistry; Gas phase; Oxygen; Coupling (piping); Chemical engineering; Membrane; Physical chemistry; Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003289209,0.0002075476,0.0002730555,0.0001547721,0.0001751392,0.0005586639,0.0003093857,0.0002884585,0.001922682],"category_scores_gemma":[0.0006563747,0.0002550801,0.0002374908,0.0001697786,0.0003230414,0.0007077347,0.0002973744,0.0004300441,0.0002862705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003385844,"about_ca_system_score_gemma":0.000161024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032686,"about_ca_topic_score_gemma":0.001003938,"domain_scores_codex":[0.9998699,0.00003184622,0.000005971881,0.0000221675,0.0000323365,0.00003779298],"domain_scores_gemma":[0.9996936,0.0001946382,0.0000456073,0.00001664174,0.00002845189,0.00002095341],"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":[0.001140548,0.00007641869,0.001040851,0.0001031637,0.00001831303,0.00006404127,0.00008300449,0.001603088,0.9885591,0.000675733,0.000063896,0.00657195],"study_design_scores_gemma":[0.00001955008,0.0002696709,0.002632641,0.000005458682,0.00002021369,0.00002445012,0.00004120054,0.004883447,0.991416,0.0001110418,0.0005690671,0.000007238782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977694,0.0004718316,0.0006380795,0.00004006993,0.00001372124,0.000003999375,0.00002142346,0.00001883588,0.001022646],"genre_scores_gemma":[0.9990821,0.0002298935,0.0001924162,0.00001361346,0.000005306365,0.000002541723,0.00001873764,0.00001086984,0.00044452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001922682,"threshold_uncertainty_score":0.006432056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790048712218355,"score_gpt":0.26990523633126,"score_spread":0.2520047492090764,"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."}}