{"id":"W3081885649","doi":"10.1016/j.nantod.2020.100955","title":"Insights into the electronic origin of enhancing the catalytic activity of Co3O4 for oxygen evolution by single atom ruthenium","year":2020,"lang":"en","type":"article","venue":"Nano Today","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; Tsinghua National Laboratory for Information Science and Technology; Canada Foundation for Innovation; Western University; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Overpotential; Catalysis; Oxygen evolution; Ruthenium; Oxide; Atom (system on chip); Electronic structure; Transition metal; Chemistry; Metal; Oxygen; Atomic layer deposition; Nanotechnology; Materials science; Chemical physics; Inorganic chemistry; Chemical engineering; Physical chemistry; Computational chemistry; Layer (electronics); Organic chemistry; Electrochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844009,0.000217661,0.0001983472,0.0002123967,0.0001791174,0.000486048,0.000581727,0.000602909,0.002038733],"category_scores_gemma":[0.0003592356,0.0001608021,0.0002006995,0.00008868782,0.000512423,0.0005753779,0.0002047953,0.0006083006,0.0003288472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866993,"about_ca_system_score_gemma":0.0001590092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003540741,"about_ca_topic_score_gemma":0.0004551645,"domain_scores_codex":[0.999912,0.000007112457,0.000003095159,0.00001246826,0.00003563715,0.00002965814],"domain_scores_gemma":[0.9999291,0.00003396446,0.00001021215,0.00001001325,0.00001214483,0.000004595327],"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":[0.0002339492,0.0001139564,0.0007006637,0.0003381405,0.000024708,0.0004455051,0.0001202591,0.001665181,0.9464691,0.03511534,0.0006400683,0.01413308],"study_design_scores_gemma":[0.00004385412,0.0001731843,0.001550448,0.00001770595,0.00002579898,0.0003555772,0.0001593634,0.02260573,0.9608422,0.008260462,0.005946265,0.00001948093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576657,0.002408429,0.0156904,0.002095563,0.000209903,0.00002583182,0.0001008734,0.0002121697,0.02159098],"genre_scores_gemma":[0.9961493,0.0005271888,0.001422268,0.00008488227,0.00001824285,0.000006124289,0.00003831545,0.00002845706,0.001725217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002038733,"threshold_uncertainty_score":0.006820261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00943542662216151,"score_gpt":0.2184388327213359,"score_spread":0.2090034060991744,"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."}}