{"id":"W2736467225","doi":"10.1016/j.jtice.2017.06.053","title":"Enhanced stability of Pd-Ni 2 P/SiO 2 catalysts for phenol hydrodeoxygenation in the presence of H 2 O","year":2017,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Hydrodeoxygenation; Catalysis; Phenol; Chemistry; Chemical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004781572,0.0001075047,0.0003744211,0.00007285397,0.00003814739,0.00001084143,0.0006775942,0.00005532532,0.000002056702],"category_scores_gemma":[0.0008897802,0.0000682549,0.0002061786,0.0001411587,0.0002155795,0.0002431294,0.00005407787,0.000152436,1.144516e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005082804,"about_ca_system_score_gemma":0.00004284508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001165988,"about_ca_topic_score_gemma":0.00001202329,"domain_scores_codex":[0.9988276,0.00001059233,0.0006488611,0.00007367049,0.00032699,0.0001122864],"domain_scores_gemma":[0.9987563,0.00007609918,0.0004911972,0.0004226741,0.0002278742,0.00002584458],"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":[0.00006399797,0.00008234619,0.0001225396,0.0003606222,0.000161581,3.950163e-7,0.002168549,0.06975216,0.9260256,0.0003899695,0.0003505192,0.0005216827],"study_design_scores_gemma":[0.0006343415,0.00002136282,0.00100428,0.0001398716,0.00007752787,0.000002611553,0.000169456,0.006645523,0.9907659,0.0002666037,0.0001950438,0.00007748843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942518,0.0002022069,0.004158847,0.0002912116,0.000357155,0.00018552,0.00002767599,0.000004968363,0.0005205576],"genre_scores_gemma":[0.9994469,0.0000386523,0.0004279358,0.000004001045,0.00006095613,0.00000574805,0.000002451431,0.000008365038,0.00000495408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06474025,"threshold_uncertainty_score":0.2783354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534267896732613,"score_gpt":0.2405960762071396,"score_spread":0.2252533972398135,"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."}}