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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Agriculture Sustainability and Environmental Impact
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,518 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,518 works in the cohort · of 4,299,418page 1 of 31

Labels cover 1 of 1,518 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,518 of 1,518 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Solutions for a cultivated planet
Jonathan A. Foley, Navin Ramankutty, Kate A. Brauman, E. S. Cassidy, James Gerber, Matt Johnston +15 more
2011· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
8,296
citations
affno abstractunlabeled
Vegetarianism. A blossoming field of study
Matthew B. Ruby
2011· review· en· Appetite· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
876
citations
affno abstractunlabeled
Aquatic foods to nourish nations
Christopher D. Golden, J. Zachary Koehn, Alon Shepon, Simone Passarelli, Christopher M. Free, Daniel Viana +22 more
2021· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
622
citations
fundno affunlabeled
The Myth of Cultured Meat: A Review
Sghaïer Chriki, Jean-François J.-F. Hocquette
2020· review· en· Frontiers in Nutrition· Environmental Science
distilled prediction:candidate · noneconsensus · none
505
citations
fundno affunlabeled
Greenhouse gas emissions from food systems: building the evidence base
Francesco N. Tubiello, Cynthia Rosenzweig, Giulia Conchedda, Kevin Karl, Johannes Gütschow, Xueyao Pan +12 more
2021· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
367
citations
afffundunlabeled
Global change biology: A primer
Rowan F. Sage
2019· review· en· Global Change Biology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
347
citations
affunlabeled
Invited review: Sustainability of the US dairy industry
M.A.G. von Keyserlingk, N. P. Martin, E. Kebreab, K.F. Knowlton, R.J. Grant, Mark W. Stephenson +4 more
2013· review· en· Journal of Dairy Science· Environmental Science
distilled prediction:candidate · stsconsensus · none
258
citations
aboutno affunlabeled
Carbon footprint of grain production in China
Dan Zhang, Jianbo Shen, Fusuo Zhang, Yue Li, Weifeng Zhang
2017· article· en· Scientific Reports· Environmental Science
distilled prediction:candidate · noneconsensus · none
245
citations
affno abstractunlabeled
Livestock policy for sustainable development
Zia Mehrabi, M. Gill, Mark T. van Wijk, Mario Herrero, Navin Ramankutty
2020· article· en· Nature Food· Environmental Science
distilled prediction:candidate · noneconsensus · none
194
citations

How this was built: Screen · Findings · About