{"id":"W4285195887","doi":"10.2139/ssrn.4145224","title":"A Bimetallic Strategy to Tailoring the D-Band Center and Surface Formation Energy of Ni-Based Catalyst by Cu for Efficient and Stable Catalytic Hydrogenation of Dioctyl Phthalate","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bimetallic strip; Catalysis; Phthalate; Materials science; Center (category theory); Nickel; Chemical engineering; Photochemistry; Chemistry; Organic chemistry; Metallurgy; Crystallography","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":[0.00009618648,0.0003356487,0.0001762924,0.0001996785,0.0002469381,0.0003338458,0.0005107241,0.0003035809,0.0008731605],"category_scores_gemma":[0.0001624254,0.0001890469,0.0001013309,0.0001839525,0.00018952,0.0003794616,0.0003453235,0.0004088559,0.000332629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955899,"about_ca_system_score_gemma":0.000179256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004503521,"about_ca_topic_score_gemma":0.0009980553,"domain_scores_codex":[0.9999166,0.00001229664,0.000008710781,0.00002440964,0.00001700762,0.0000209966],"domain_scores_gemma":[0.9999579,0.000004704671,0.00001032903,0.00001063734,0.000007691309,0.000008660975],"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":[0.0002413202,0.0001372267,0.0003099621,0.0001882349,0.00002016613,0.0001236573,0.00007607975,0.0006709775,0.9735401,0.003084831,0.0008160548,0.02079139],"study_design_scores_gemma":[0.00001306756,0.000114518,0.0004310385,0.000004888201,0.00001211051,0.00006972822,0.00002374644,0.003042731,0.9923327,0.0001998939,0.003744833,0.00001090654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675795,0.001793189,0.01834227,0.0003308242,0.0001313474,0.00005660156,0.0001843706,0.000354354,0.0112275],"genre_scores_gemma":[0.9952967,0.0002490913,0.002838071,0.00003502413,0.000006942986,0.00002009188,0.00005907558,0.00001873327,0.00147621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008731605,"threshold_uncertainty_score":0.002920985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008146995905179628,"score_gpt":0.2175576443431498,"score_spread":0.2094106484379702,"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."}}