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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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VTechWorks (Virginia Tech)
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Retraction
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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.

261 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.
261 works in the cohort · of 4,299,418page 4 of 6

Labels cover 0 of 261 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 261 of 261 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.

aboutno affunlabeled
Canada goose (Branta canadensis)
Lisa French, James A. Parkhurst
2001· article· en· VTechWorks (Virginia Tech)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Quarter 1 Results
Carole R. Engle, Jonathan van Senten, Matthew A. Smith, Charles T. Clark, Fluharty, Shannon|Schwarz, Michael H.
2020· article· en· VTechWorks (Virginia Tech)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Yeats Eliot Review
A. French
2002· article· VTechWorks (Virginia Tech)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Energy Series
P. Eric Wiseman, Robert D. Grisso, Martha A. Walker
2020· article· en· VTechWorks (Virginia Tech)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
IIHCC Newsletter, March 2021
2021· other· en· VTechWorks (Virginia Tech)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Progressive Dairyman Canada
A. E. Overbay
2017· other· VTechWorks (Virginia Tech)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Emerald Ash Borer
Dave Close, P. Eric Wiseman, Sarah Gugercin
2020· article· en· VTechWorks (Virginia Tech)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Physical Review Fluids
2025· article· en· VTechWorks (Virginia Tech)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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