{"id":"W2015244315","doi":"10.1021/ie020486n","title":"Methane Nonoxidative Aromatization over Ru−Mo/HZSM-5 at Temperatures up to 973 K in a Palladium−Silver/Stainless Steel Membrane Reactor","year":2002,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Methane; Space velocity; Catalysis; Membrane reactor; Benzene; Membrane; Palladium; Aromatization; Incipient wetness impregnation; Chemistry; Inorganic chemistry; Anaerobic oxidation of methane; Chemical engineering; Oxygen; Materials science; Nuclear chemistry; Organic chemistry; Selectivity","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":[0.0002113702,0.0003273595,0.0003177804,0.0001770491,0.00021778,0.0002552954,0.0003072462,0.0002626672,0.0005192579],"category_scores_gemma":[0.0001531515,0.0002132522,0.0003075759,0.0002063152,0.0001959,0.0002600074,0.0001725526,0.0003726714,0.0002597975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003718462,"about_ca_system_score_gemma":0.000285826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092404,"about_ca_topic_score_gemma":0.00339876,"domain_scores_codex":[0.9998114,0.00002259434,0.000009953819,0.00003145208,0.00007463486,0.00005001342],"domain_scores_gemma":[0.9999439,0.0000147984,0.00001516818,0.000006968316,0.00001033681,0.000008913625],"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":[0.00005605353,0.00000676073,0.0001498882,0.00003817866,0.000006555193,0.00003420052,0.00001878242,0.0001228871,0.9986851,0.0000536178,0.0000116109,0.0008164242],"study_design_scores_gemma":[0.000003125818,0.00004171762,0.0006562246,0.00000132634,0.000007944881,0.00002892494,0.000009927276,0.0004598695,0.998585,0.000009699096,0.0001945919,0.000001640343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977478,0.0003855513,0.001325825,0.00002033646,0.000004362061,0.000004372027,0.00005348499,0.00004029066,0.0004178892],"genre_scores_gemma":[0.9982663,0.0002464487,0.0008366953,0.000004736462,0.000001933824,0.000003436962,0.00007736886,0.00001111932,0.0005520896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002092404,"threshold_uncertainty_score":0.004160464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07017220298774224,"score_gpt":0.3215260113451689,"score_spread":0.2513538083574267,"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."}}