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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 (University of Massachusetts Amherst)
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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
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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.

168 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.
168 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 168 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 168 of 168 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
On the Universality of Syntactic Categories
Hamida Demirdache, Lisa Matthewson
2020· preprint· en· Scholarworks (University of Massachusetts Amherst)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
45
citations
affunlabeled
Perceived Value in Tourism Experience
Ye Shen
2016· article· en· Scholarworks (University of Massachusetts Amherst)· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Urban greenways planning. A vision plan for Milan (Italy)
Giulio Senes, Natalia Fumagalli, A. Toccolini
2010· article· en· Scholarworks (University of Massachusetts Amherst)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
Understanding Local Economic Development, Second Edition
2020· article· en· Scholarworks (University of Massachusetts Amherst)· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Autosegmental Accent
2020· article· en· Scholarworks (University of Massachusetts Amherst)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Immigration and labor in tourism: The case of Canada
Frédéric Dimanche, C. M. Macdonald
2020· article· en· Scholarworks (University of Massachusetts Amherst)· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Media Democracy Day
Paul Baines
2004· article· en· Scholarworks (University of Massachusetts Amherst)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hands Clutching Temples
2022· article· en· Scholarworks (University of Massachusetts Amherst)· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
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