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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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ScholarWorks -A service of University of Vermont Libraries (University of Vermont)
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Retraction
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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.

80 results · 1 filter active ·
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20052025
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Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 80 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 80 of 80 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Industrial Grain Hemp Variety Trial
Heather Darby, Rory Malone, John Bruce, Ivy Krezinski, Sara Ziegler
2017· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Nursing
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
3
citations
aboutno affunlabeled
Exploring Incel Language and Subreddit Activity on Reddit
2020· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Winter Canola Variety Trial
Heather Darby, Rory Malone, Ivy Krezinski, Sara Ziegler
2010· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Nursing
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
MARGARET ATWOOD’S DIVIDED SELF
Kate Moss
2011· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Prohibition in Vermont: Strictly enforced and openly defied
Katherine DiPalma
2025· article· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Governing Water Quality Limits In Agricultural Watersheds
2019· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Long live: Immortality and prosociality at the Eras Tour
2025· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Heirloom Spring Wheat Variety Trial Report
2012· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Organic Winter Wheat Variety Trial Report
2013· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
2013 Maple Business Benchmark
2014· article· en· ScholarWorks -A service of University of Vermont Libraries (University of Vermont)· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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