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Pathways to electrochemical solar-hydrogen technologies

2018· article· en· 346 citations· W2809684303 on OpenAlex· 10.1039/c7ee03639f

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 head0.007
GPT teacher head0.192
Teacher spread
0.186 · 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

Several application fields can benefit from solar-hydrogen technologies <italic>via</italic> specific short-term and long-term pathways.

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.

The record

Venue
Energy & Environmental Science
Topic
Hybrid Renewable Energy Systems
Field
Energy
Canadian institutions
Funders
Office of Energy EfficiencyOffice of ScienceDivision of Chemical, Bioengineering, Environmental, and Transport SystemsFuel Cell Technologies ProgramNederlandse Organisatie voor Wetenschappelijk OnderzoekAgence Nationale de la RechercheOffice of Energy Efficiency and Renewable EnergyU.S. Department of EnergyEuropean CommissionMinisterie van Onderwijs, Cultuur en WetenschapYork UniversitySchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungMinisterie van Economische ZakenVillum FondenNational Science Foundation
Keywords
ElectrochemistryHydrogen technologiesMaterials scienceEnvironmental scienceHydrogenEngineering physicsNanotechnologyHydrogen productionChemistryEngineeringHydrogen economyElectrode
Has abstract in OpenAlex
yes