{"id":"W2265337429","doi":"10.1038/ncomms10035","title":"Highly active and durable methanol oxidation electrocatalyst based on the synergy of platinum–nickel hydroxide–graphene","year":2015,"lang":"en","type":"article","venue":"Nature Communications","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":590,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Canadian Light Source (Canada)","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Collaborative Innovation Center of Suzhou Nano Science and Technology; Priority Academic Program Development of Jiangsu Higher Education Institutions; Government of Jiangsu Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China; University of Saskatchewan","keywords":"Methanol; Platinum; Hydroxide; Electrocatalyst; Nickel; Graphene; Ternary operation; Catalysis; Inorganic chemistry; Adsorption; Materials science; Chemistry; Chemical engineering; Electrochemistry; Nanotechnology; Organic chemistry; Electrode","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":[0.0005300591,0.000234326,0.0002689582,0.0002836515,0.0002989364,0.00002783266,0.00118463,0.0003363684,0.00001560718],"category_scores_gemma":[0.0007989649,0.0001818974,0.0001030067,0.001003829,0.0002326523,0.0002338048,0.0002138776,0.0008803785,0.00001856488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090259,"about_ca_system_score_gemma":0.0002022123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008656468,"about_ca_topic_score_gemma":0.003793061,"domain_scores_codex":[0.9981986,0.0004011148,0.0003321267,0.0002940584,0.0005006695,0.000273411],"domain_scores_gemma":[0.9956489,0.001091745,0.0003106086,0.002355685,0.0004818705,0.0001111946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000343102,0.0003803589,0.0002848527,0.00001789106,0.0003291839,0.000001325884,0.0005206799,0.00227179,0.3843171,0.6040516,0.003667501,0.003814558],"study_design_scores_gemma":[0.001198874,0.0002907863,0.0007614247,0.00007138903,0.0001779549,0.000008911244,0.0004124979,0.01703578,0.9352661,0.005378454,0.03902286,0.0003749181],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8710093,0.004863678,0.0007148072,0.02332713,0.0002697261,0.000797483,0.00002491952,0.0004119537,0.09858098],"genre_scores_gemma":[0.9968544,0.0001916884,0.001558626,0.0005660504,0.0000257083,0.0000803071,0.0004189932,0.00003888526,0.0002653692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5986732,"threshold_uncertainty_score":0.7417558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628088289404362,"score_gpt":0.2521482799160012,"score_spread":0.2358673970219576,"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."}}