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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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Fermentation and Sensory Analysis
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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
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.

769 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.
769 works in the cohort · of 4,299,418page 9 of 16

Labels cover 0 of 769 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 769 of 769 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
European farmhouse brewing yeasts form a distinct genetic group
Richard Preiss, Eugene Fletcher, Lars Marius Garshol, Barret Foster, Emine Özşahin, Mark Lubberts +2 more
2024· article· en· Applied Microbiology and Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
afffundaboutunlabeled
Predicting Fermentation Rates in Ale, Lager and Whisky
Struan Reid, Maria Josey, Andrew J. MacIntosh, Dawn L. Maskell, R. Alex Speers
2021· article· en· Fermentation· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
A survey of methoxypyrazines in wine
Andreea Botezatu, Yorgos Kotseridis, Debbie Inglis, Gary J. Pickering
2016· article· en· Journal of Food Agriculture & Environment· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
afffundaboutunlabeled
Cider and dessert apples: What is the difference?
Tayab Soomro, Sophie Watts, Zoë Migicovsky, Sean Myles
2022· article· en· Plants People Planet· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations

How this was built: Screen · Findings · About