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Cu-Ag Tandem Catalysts for High-Rate CO2 Electrolysis toward Multicarbons

2020· article· en· 479 citations· W3048431271 on OpenAlex· 10.1016/j.joule.2020.07.009

Why is this work in the frame?

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

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

Machine scores (provisional)

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

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.

Opus teacher head0.021
GPT teacher head0.257
Teacher spread
0.236 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Joule
Topic
CO2 Reduction Techniques and Catalysts
Field
Energy
Canadian institutions
Funders
Basic Energy SciencesOffice of ScienceSamsungNational Institutes of HealthCanadian Institute for Advanced ResearchU.S. Department of Energy
Keywords
TandemElectrolysisCatalysisMaterials scienceChemical engineeringNanotechnologyChemistryEngineeringComposite materialPhysical chemistryElectrodeElectrolyteOrganic chemistry
Has abstract in OpenAlex
no