{"id":"W3110655430","doi":"10.1021/acsami.0c17009","title":"Selective Hydrogenation on a Highly Active Single-Atom Catalyst of Palladium Dispersed on Ceria Nanorods by Defect Engineering","year":2020,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Northeast Petroleum University; China Postdoctoral Science Foundation","keywords":"Catalysis; Palladium; Materials science; Nanorod; Selectivity; Atom (system on chip); Dispersion (optics); Chemical engineering; Photochemistry; Nanotechnology; Organic chemistry; Chemistry","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":[0.0001142073,0.0002179243,0.0002099175,0.0001455396,0.00008556685,0.0002446824,0.0003706157,0.0002199733,0.0003434087],"category_scores_gemma":[0.0002356428,0.0001620066,0.0001477102,0.00009204935,0.0002042452,0.0002318263,0.0002003272,0.0003695058,0.0002077971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261584,"about_ca_system_score_gemma":0.0001266272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003086672,"about_ca_topic_score_gemma":0.0008576686,"domain_scores_codex":[0.9998913,0.000007328749,0.000009449959,0.00003330182,0.00003853063,0.00002012624],"domain_scores_gemma":[0.9998935,0.00001923664,0.00002613612,0.00002430948,0.00002340147,0.00001343026],"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":[0.00001693117,0.000008505758,0.000104816,0.00003625728,0.00000337903,0.0000394536,0.00001152287,0.0001083171,0.9975249,0.0001281336,0.00003172605,0.001986136],"study_design_scores_gemma":[0.000003186635,0.0000341144,0.0001855652,8.787875e-7,0.000002710809,0.00005120636,0.000004647035,0.0008799164,0.9982816,0.00001769319,0.0005368111,0.000001712319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878244,0.0003877842,0.01003405,0.00006194961,0.00002491247,0.00001916742,0.0001010435,0.0001667366,0.00137989],"genre_scores_gemma":[0.9876661,0.0001912576,0.01107402,0.00001495928,0.000003914234,0.00001013615,0.0001339596,0.00004398636,0.000861674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003706157,"threshold_uncertainty_score":0.001640856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122729356230639,"score_gpt":0.217755959438767,"score_spread":0.2065286658764607,"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."}}