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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.

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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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Frontiers in Sustainable Food Systems
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
fundfunder
venuejournal
aboutaboutness

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

220 results · 1 filter active ·
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20192025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
220 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 220 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 220 of 220 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Essential Oil Profile Diversity in Cardamom Accessions From Southern India
Kaliyaperumal Ashokkumar, S. Vellaikumar, Muthusamy Murugan, M. K. Dhanya, Gunasekaran Ariharasutharsan, S Aiswarya +3 more
2021· article· en· Frontiers in Sustainable Food Systems· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrowconsensus · none
59
citations
aboutno affunlabeled
The Anthropology of Aquaculture
Barry A. Costa‐Pierce
2022· article· en· Frontiers in Sustainable Food Systems· Environmental Science
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Knowledge networks to support youth engagement in sustainable food systems
Mariaelena Huambachano, Indika Arulingam, Evan Bowness, Anna Korzenszky, Catherine Mungai, Paola Termine +1 more
2022· article· en· Frontiers in Sustainable Food Systems· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affaboutunlabeled
Eco-Feedback for Food Waste Reduction in a Student Residence
Veranika Lim, Lyn Bartram, Mathias Funk, Matthias Rauterberg
2021· article· en· Frontiers in Sustainable Food Systems· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
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How this was built: Screen · Findings · About