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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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venuejournal
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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 1 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.

affunlabeled
Dark solitons in external potentials
2008· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
20
citations
afffundunlabeled
Exogenous Targeting Instruments with Heterogeneous Agents
John M. Spraggon
2003· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
aboutno affunlabeled
Dewberries and Brambles
Hilary A. Sandler
2001· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
WinterCity Shake-Up
Susan Holdsworth
2016· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Provision of Health Policy in Canada: Challenges and Opportunities
Rosa Rodríguez-Monguió, Enrique Seoane‐Vazquez, Fernando Antoñanzas
2009· article· es· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Hands Clutching Temples
2022· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Racial Poetics: Early Modern Race and the Form of Comedy
2022· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A Move from Disposable to Renewable Assignments
Veronika Dolar
2018· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
New Brunswick Cranberry Industry Update
Gavin H. Graham
2017· article· en· ScholarWorks@UMassAmherst (University of Massachusetts Amherst)· Agricultural and Biological Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
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