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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@UMassAmherst (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.

163 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.
163 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 163 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 163 of 163 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Life on the Purple Loosestrife: A Citizen Science Project
2007· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Dose-Response Vol 11, no 1, Front Matter
2007· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Determination of Q8 in chiral limit
2001· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Dodder
2001· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Animosity, Social Return, and Intent Travel
2022· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
fundno affno abstractunlabeled
Volume 14, Number 1 & 2 (Insert)
2005· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Preface to Halifax, Avis d'un Père à sa Fille
Marie-Geneviève-Charlotte Thiroux d'Arconville
2024· article· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
Somali youth’s experiences in educational spaces
Melissa Fellin
2013· article· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
aboutno affunlabeled
Could tourism be the real gold mine?
2022· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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