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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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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 3 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Canada ignores Muskrat Falls at its peril
2019· article· en· VTechWorks (Virginia Tech)· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
A country house
2006· article· en· VTechWorks (Virginia Tech)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Banner from St. John's River Community College
2012· other· en· VTechWorks (Virginia Tech)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affno abstractunlabeled
Project 10 Image - VA Halifax - Unknown
2019· other· en· VTechWorks (Virginia Tech)· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Hilton banks on continued net unit growth
2019· article· en· VTechWorks (Virginia Tech)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Rising Cost of Not Going to College
2014· article· en· VTechWorks (Virginia Tech)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Virginia Journal of Public Health
2022· article· en· VTechWorks (Virginia Tech)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Poster from Prince George's Community College
2012· other· en· VTechWorks (Virginia Tech)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affno abstractunlabeled
Card from St. John's U. C. C.
2012· other· en· VTechWorks (Virginia Tech)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Box Tree Moth
2021· article· en· VTechWorks (Virginia Tech)· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A Guide for Virginia's Forest Landowners
2011· article· en· VTechWorks (Virginia Tech)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
US Hotel Industry Performance Outpacing Expectations
2021· article· en· VTechWorks (Virginia Tech)· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics+insufficient_payload
0
citations
aboutno affunlabeled
Hyatt to Grow Independent Collection Brands
2021· article· en· VTechWorks (Virginia Tech)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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