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Neglecting legumes has compromised human health and sustainable food production

2016· article· en· 801 citations· W2511554536 on OpenAlex· 10.1038/nplants.2016.112

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.

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 head0.234
Teacher spread
0.215 · 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 Plants
Topic
Legume Nitrogen Fixing Symbiosis
Field
Agricultural and Biological Sciences
Canadian institutions
University of Alberta
Funders
FP7 Food, Agriculture and Fisheries, BiotechnologyBiotechnology and Biological Sciences Research CouncilDirectorate for Biological SciencesChinese University of Hong KongAustralian GovernmentEuropean CommissionUniversity of LeedsGovernment of Western AustraliaLee Hysan Foundation
Keywords
LegumeFood securitySustainable agricultureAgricultureHuman healthAgronomyAgroforestryBusinessLivestockNitrogen fixationNatural resource economicsBiologyEconomicsEcologyEnvironmental healthMedicine
Has abstract in OpenAlex
no