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Record W2782986341 · doi:10.1002/celc.201701289

Metal‐Organic‐Framework‐Derived Co Nanoparticles Deposited on N‐Doped Bimodal Mesoporous Carbon Nanorods as Efficient Bifunctional Catalysts for Rechargeable Zinc−Air Batteries

2018· article· en· W2782986341 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueChemElectroChem · 2018
Typearticle
Languageen
FieldEngineering
TopicAdvanced battery technologies research
Canadian institutionsUniversity of Waterloo
FundersHenan UniversityNational Natural Science Foundation of China
KeywordsBifunctionalNanorodMaterials scienceCatalysisMesoporous materialCobaltNanoparticleNanotechnologyBifunctional catalystNanostructureChemical engineeringOxygen evolutionZincCarbon fibersElectrochemistryElectrodeChemistryMetallurgyOrganic chemistryComposite numberComposite material

Abstract

fetched live from OpenAlex

Abstract Electrically rechargeable zinc−air batteries (ZnABs) have received increasing attention as promising energy storage devices, owing to their high theoretical energy density and environmental friendliness. However, it remains a great challenge to develop highly efficient bifunctional catalysts for the oxygen reduction reaction (ORR) and oxygen evolution reaction (OER). Herein, we design and prepare a highly active bifunctional catalyst for ZnABs by using a cobalt metal‐organic framework (Co‐MOF) as the precursor. The catalyst has a desirable nanostructure composed of cobalt nanoparticles deposited on N‐doped bimodal mesoporous carbon nanorods (Co@N‐CNR). This hybrid structure exhibits a higher catalytic activity (a maximum power density of 63 mW cm −2 ) and cycling stability compared to commercial Pt/C+Ir/C integrated in ZnABs . The high catalytic performance could be attributed to the unique nanostructure composed of Co@N‐CNR, which incorporates the advantageous features of cobalt nanoparticles, mesoporous materials, and N‐CNR towards OER and ORR. The reported advancement provides a new and efficient strategy for the development of rechargeable ZnABs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.266
Teacher spread0.251 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it