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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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Food Chemistry and Fat Analysis
Retraction
Abstract
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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.

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 12 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affvenueno abstractunlabeled
Chocolate: A Sweet Delight
Matthew Dang
2012· article· en· The Meducator· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Self-assembly of Food-related Lipids
Sita Mistry, Goly Fayaz, Khakhanang Wijarnprecha, Dérick Rousseau
2025· book-chapter· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Glycerolysis-structured Lipid Systems
Reed A. Nicholson, Alejandro G. Marangoni
2022· book-chapter· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Edible Nanostructures: Introduction
Alejandro G. Marangoni, David A. Pink
2014· book-chapter· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Novel Lipid Substitutes
Michael A. Rogers
2025· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mixed crystals of linear oleogelator molecules: existence criteria
David A. Pink, Erzsēbet Papp-Szabó, Joseph Cooney, Silvana Martini, Fernanda Peyronel
2023· article· en· Acta Crystallographica Section A Foundations and Advances· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/b978-0-08-009349-9.50007-1
2000· book-chapter· en· Time to knit· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Fats: Rheological Characteristics
Fernanda Peyronel, Thamara Laredo, Alejandro G. Marangoni
2011· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Cocoa Butter Equivalent (CBE)
J. Beare-Rogers, A. Dieffenbacher, J. V. Holm
2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chocolate made easy and climate-conscious cows
Katherine Bourzac
2021· article· en· C&EN Global Enterprise· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
pdf holz
2024· other· de· Zenodo (CERN European Organization for Nuclear Research)· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Alfa Laval AB, Sweden
2012· article· en· Filtration Industry Analyst· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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