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Data-driven design of metal–organic frameworks for wet flue gas CO2 capture

2019· article· en· 875 citations· W2992843173 on OpenAlex· 10.1038/s41586-019-1798-7

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 head0.019
GPT teacher head0.267
Teacher spread
0.248 · 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
Topic
Metal-Organic Frameworks: Synthesis and Applications
Field
Chemistry
Canadian institutions
University of Ottawa
Funders
National Supercomputing Center, Korea Institute of Science and Technology InformationResearch Fund for Coal and SteelNatural Environment Research CouncilEngineering and Physical Sciences Research CouncilOffice of Fossil EnergyEuropean Synchrotron Radiation FacilityBasic Energy SciencesNatural Sciences and Engineering Research Council of CanadaU.S. Department of EnergyEuropean CommissionNational Science FoundationCompute CanadaSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungOffice of ScienceHeriot-Watt University
Keywords
Flue gasMetal-organic frameworkNanoporousAdsorptionContext (archaeology)LimitingSink (geography)Carbon capture and storage (timeline)FlueCarbon sequestrationEnvironmental scienceNanotechnologyProcess engineeringChemistryMaterials scienceCarbon dioxideWaste managementOrganic chemistryGeologyEngineering
Has abstract in OpenAlex
no