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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.

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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
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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 1 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.

fundno affunlabeled
Modeling Students' Units Coordinating Activity
2014· dissertation· en· VTechWorks (Virginia Tech)· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
2
citations
aboutno affunlabeled
Hyper-Kamiokande Physics Opportunities
2018· other· en· VTechWorks (Virginia Tech)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
1
citations
aboutno affno abstractunlabeled
Banner from the Community of Vancouver
2012· other· en· VTechWorks (Virginia Tech)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Women Climate Change
2023· report· en· VTechWorks (Virginia Tech)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Situation Analysis Report: Halifax County, 2018
2020· other· en· VTechWorks (Virginia Tech)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Memory Book from Southern Alberta Institute of Technology
2012· other· en· VTechWorks (Virginia Tech)· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
2018 Quarter 3: Southwest VA Workforce Report
2019· report· en· VTechWorks (Virginia Tech)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
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