{"id":"W2911065869","doi":"10.1002/cjce.23444","title":"Deactivation study of Ru‐Sn‐B/Al<sub>2</sub>O<sub>3</sub> catalysts during selective hydrogenation of methyl oleate to fatty alcohol","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Selectivity; X-ray photoelectron spectroscopy; Chemistry; Fourier transform infrared spectroscopy; Alcohol; Raman spectroscopy; Metal; Incipient wetness impregnation; Inorganic chemistry; Nuclear chemistry; Organic chemistry; Chemical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004143955,0.0002563442,0.0004846216,0.0006783085,0.00004435168,0.00002442621,0.000355323,0.0001197728,0.000003274718],"category_scores_gemma":[0.0001709517,0.0002469036,0.0001822816,0.0008394584,0.0000246432,0.0002711361,0.0000387388,0.000419639,0.000009125401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008549608,"about_ca_system_score_gemma":0.0001253458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003335629,"about_ca_topic_score_gemma":0.0004536343,"domain_scores_codex":[0.9982968,0.00002663584,0.0006702269,0.0001847787,0.0004501844,0.0003713974],"domain_scores_gemma":[0.9987249,0.0001035845,0.0002416558,0.0003086275,0.0002686889,0.0003525013],"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":[0.00002856401,0.00001869028,0.0004008687,0.00007603462,0.00030776,0.000008224672,0.001095475,0.1320259,0.8654465,0.000004805549,0.00003230337,0.0005548993],"study_design_scores_gemma":[0.0007140892,0.00006638469,0.003415789,0.0001334107,0.0001191232,0.00004041629,0.0001010776,0.01028254,0.9848815,0.000007967953,0.00001115743,0.0002265755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988998,0.00008484315,0.0003132942,0.00006007388,0.000230605,0.0003462121,0.00001249901,0.0000309162,0.00002171036],"genre_scores_gemma":[0.9997572,0.000003627107,0.00007817696,0.00001107332,0.00006942475,0.000007418257,0.0000108078,0.00006162401,6.896144e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1217434,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005116442080466077,"score_gpt":0.1818543108498085,"score_spread":0.1767378687693424,"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."}}