{"id":"W2410293933","doi":"10.1002/cjce.22444","title":"Steam reforming of ethanol over mesoporous Rh/CeZrO<sub>2</sub>: Mechanistic evaluation using in situ DRIFT spectroscopy","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Mesoporous material; Steam reforming; Chemistry; Space velocity; Inorganic chemistry; Chemisorption; Selectivity; Chemical engineering; Nuclear chemistry; Hydrogen production; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001135757,0.0003051301,0.0003254424,0.0001282182,0.00008511933,0.0001604136,0.0002400278,0.0002041963,0.0005212812],"category_scores_gemma":[0.0001256631,0.0001453868,0.0002578889,0.0000868077,0.0001657025,0.0001981411,0.0001087368,0.0002108057,0.0001493856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440494,"about_ca_system_score_gemma":0.0001179012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301811,"about_ca_topic_score_gemma":0.001992204,"domain_scores_codex":[0.9999403,0.000005660181,0.00000389227,0.00001045771,0.00002280905,0.00001689676],"domain_scores_gemma":[0.9999512,0.00001045276,0.00001443253,0.000004834688,0.00001155926,0.000007455164],"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":[0.00006370279,0.000006972939,0.0001431931,0.00003266482,0.00000563498,0.00004044441,0.000007810312,0.0001053583,0.9989557,0.0000289312,0.00001095007,0.0005986658],"study_design_scores_gemma":[0.000004048335,0.00005510818,0.001089794,0.00000130631,0.000007497303,0.00002925646,0.000007129811,0.000985034,0.9976064,0.000006762587,0.0002056392,0.000001979281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997041,0.000386476,0.001838855,0.00002456761,0.000007728123,0.00001187317,0.00008426753,0.00006040551,0.0005447878],"genre_scores_gemma":[0.9985833,0.0001632498,0.0007460883,0.000006437448,0.000002551506,0.00000297604,0.00004652913,0.000008182194,0.0004408317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001301811,"threshold_uncertainty_score":0.002588511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306326005619849,"score_gpt":0.2403273521544776,"score_spread":0.2272640920982791,"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."}}