{"id":"W2047318609","doi":"10.1021/ie001089k","title":"Oxygen-Free Methane Aromatization in a Catalytic Membrane Reactor","year":2001,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aromatization; Catalysis; Chemistry; Methane; Benzene; Hydrogen; Hydrogen production; Membrane reactor; Permeation; Oxygen; Membrane; Atmospheric temperature range; Chemical engineering; Inorganic chemistry; Thermodynamics; 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":[0.0002564444,0.0002901349,0.0004272741,0.0001692465,0.0002161124,0.0003365625,0.0005497639,0.0004001031,0.0004586258],"category_scores_gemma":[0.0002204775,0.0001935759,0.0003919627,0.0001812426,0.000219836,0.0003212389,0.0002539123,0.0005325208,0.0002525724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005168009,"about_ca_system_score_gemma":0.0002575426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501481,"about_ca_topic_score_gemma":0.001414824,"domain_scores_codex":[0.999793,0.00002574246,0.00001081083,0.00005501995,0.00007634197,0.00003907411],"domain_scores_gemma":[0.9999275,0.00001612144,0.00001764595,0.00001366463,0.0000118841,0.0000131223],"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":[0.00006775965,0.00001565742,0.0001457811,0.0000482414,0.000008843431,0.00003240399,0.00001108832,0.0003626233,0.9978127,0.0002420315,0.00002504412,0.001227818],"study_design_scores_gemma":[0.00001628356,0.0001044071,0.0007182514,0.000003028239,0.00001300792,0.00007771047,0.000007940297,0.004835679,0.9930264,0.00004547536,0.001146125,0.000005679449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852267,0.0004930057,0.01293025,0.00007501271,0.000021449,0.0000215146,0.000106285,0.0001585113,0.0009673258],"genre_scores_gemma":[0.9926076,0.0002797158,0.006343173,0.00001030617,0.000006220693,0.00001571631,0.0001105884,0.00001400909,0.0006126545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001501481,"threshold_uncertainty_score":0.003749669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08638065544553124,"score_gpt":0.3082027591168628,"score_spread":0.2218221036713316,"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."}}