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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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Food Chemistry and Fat 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
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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.

588 results · 1 filter active ·
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20002025
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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.
588 works in the cohort · of 4,299,418page 6 of 12

Labels cover 0 of 588 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 588 of 588 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
A toolbox for the characterization of biobased waxes
Michael C. Floros, Latchmi Raghunanan, Suresh S. Narine
2016· article· en· European Journal of Lipid Science and Technology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Chocolate, gut microbiota, and human health
Nabil Hayek
2013· article· en· Frontiers in Pharmacology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
afffundno abstractunlabeled
In Situ Ultrasonic Characterization of Cocoa Butter Using a Chirp
Michaela Häupler, Fernanda Peyronel, Ian Neeson, Jochen Weiß, Alejandro G. Marangoni
2014· article· en· Food and Bioprocess Technology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
afffundunlabeled
Oil diffusivity through fat crystal networks
Nicole L. Green, Dérick Rousseau
2015· article· en· Soft Matter· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
afffundno abstractunlabeled
Monitoring Tempered Dark Chocolate Using Ultrasonic Spectrometry
Caspar B. Winkelmeyer, Fernanda Peyronel, Jochen Weiß, Alejandro G. Marangoni
2016· article· en· Food and Bioprocess Technology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Composition of Cacao Beans
Antonella Bertazzo, Stefano Comai, Francesca Mangiarini, Su Chen
2012· book-chapter· en· Humana Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
afffundno abstractunlabeled
Colloidal networks of fat crystals
Edmund D. Co, Alejandro G. Marangoni
2019· review· en· Advances in Colloid and Interface Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
16
citations

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