{"id":"W4207062747","doi":"10.1002/advs.202104972","title":"Stable Cu Catalysts Supported by Two‐dimensional SiO<sub>2</sub> with Strong Metal–Support Interaction","year":2022,"lang":"en","type":"article","venue":"Advanced Science","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; Soochow University; National Natural Science Foundation of China; Foundation for Innovative Research Groups of the National Natural Science Foundation of China; Ministero dello Sviluppo Economico; Beijing Synchrotron Radiation Facility; Government of Canada","keywords":"Catalysis; Calcination; Exfoliation joint; Materials science; Metal; Chemical engineering; Nanoparticle; Nanotechnology; Chemistry; Graphene; Metallurgy; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006435381,0.0002558166,0.0002891245,0.0002544703,0.0005240029,0.0000300396,0.0005282493,0.00002501713,0.0001721911],"category_scores_gemma":[0.0001274501,0.0002323346,0.00007650294,0.001499455,0.0002146098,0.001652968,0.0004488817,0.0004943758,0.00004154113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546523,"about_ca_system_score_gemma":0.0002591253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009556231,"about_ca_topic_score_gemma":0.00002284211,"domain_scores_codex":[0.9968764,0.00002145228,0.0003636679,0.0007320368,0.001257297,0.0007491409],"domain_scores_gemma":[0.9988157,0.00008274813,0.0002080836,0.0005128503,0.0001278158,0.0002528302],"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":[0.00005432905,0.0000562421,0.00005347416,0.00001003204,0.00001912298,0.0000262598,0.00010545,0.05642638,0.9389794,0.00007966714,0.00005270779,0.004136948],"study_design_scores_gemma":[0.0006411175,0.0001214311,0.00003111197,0.00001665441,0.0000318263,0.0002080408,0.0002916247,0.01512403,0.9812799,0.00002501759,0.001897257,0.0003319968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969476,0.00005754669,0.001115283,0.00004817322,0.0003699161,0.0002256683,0.0000618131,0.0001913465,0.0009825872],"genre_scores_gemma":[0.9982759,0.000001973656,0.0008306148,0.00006278398,0.00002616633,0.00009033244,0.0002251651,0.00004230667,0.0004448057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0423005,"threshold_uncertainty_score":0.9474328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008727916286736992,"score_gpt":0.2523323684896442,"score_spread":0.2436044522029072,"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."}}