{"id":"W1984661834","doi":"10.1016/j.apcata.2005.09.004","title":"Highly active, selective and stable Mo/Ru-HZSM-5 catalysts for oxygen-free methane aromatization","year":2005,"lang":"en","type":"article","venue":"Applied Catalysis A General","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Canada Research Chairs","keywords":"Catalysis; Methane; Aromatization; Coke; Benzene; Chemistry; Inorganic chemistry; Oxygen; Ruthenium; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009479378,0.0003903065,0.0006000642,0.0002312846,0.0003515349,0.0002827921,0.0009036479,0.0001500568,0.00006480773],"category_scores_gemma":[0.0002633018,0.0003693649,0.00008873709,0.000731108,0.0002576283,0.0007402907,0.0004426364,0.0000935875,0.0001311631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843604,"about_ca_system_score_gemma":0.0001785743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002360825,"about_ca_topic_score_gemma":0.0002150055,"domain_scores_codex":[0.9969618,0.0000420637,0.0005841895,0.001110129,0.0005753989,0.0007263867],"domain_scores_gemma":[0.998219,0.0001537148,0.000378035,0.0007992919,0.0002375754,0.0002123791],"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":[0.0001352459,0.00008276697,0.00000769494,0.00006334673,0.00004320348,6.672873e-7,0.0006708653,0.0009383006,0.9877045,0.004180265,0.002057309,0.004115845],"study_design_scores_gemma":[0.001078738,0.0000472323,0.0002106033,0.000008332626,0.0001684737,0.0000180308,0.00009888932,0.002197582,0.9896637,0.00429545,0.00175507,0.0004579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815235,0.00020131,0.01454591,0.00040886,0.000211601,0.0009320548,0.0003471389,0.0002224728,0.001607127],"genre_scores_gemma":[0.9519668,0.00002810444,0.04574867,0.0002671995,0.0004330604,0.0006111428,0.0003449177,0.00005172915,0.0005484313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120276,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008839674898029674,"score_gpt":0.2376060760009867,"score_spread":0.2287664011029571,"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."}}