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Molecular enhancement of heterogeneous CO2 reduction

2020· review· en· 731 citations· W3007475430 on OpenAlex· 10.1038/s41563-020-0610-2

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 affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

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 head0.014
GPT teacher head0.304
Teacher spread
0.290 · 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
Nature Materials
Topic
CO2 Reduction Techniques and Catalysts
Field
Energy
Canadian institutions
National Research Council CanadaUniversity of Toronto
Funders
Horizon 2020 Framework ProgrammeOffice of ScienceKing Abdullah University of Science and TechnologyNatural Sciences and Engineering Research Council of CanadaEuropean CommissionCanadian Institute for Advanced ResearchU.S. Department of Energy
Keywords
CatalysisElectrochemical reduction of carbon dioxideElectrosynthesisOverpotentialHeterogeneous catalysisElectrocatalystFaraday efficiencyNanotechnologyMaterials scienceChemistryCombinatorial chemistryOrganic chemistryElectrochemistryCarbon monoxide
Has abstract in OpenAlex
no