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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.

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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Advanced Cellulose Research Studies
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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
fundfunder
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.

1,842 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.
1,842 works in the cohort · of 4,299,418page 14 of 37

Labels cover 6 of 1,842 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 1,842 of 1,842 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cellulose Nanocrystal Iridescence: A New Model
Gilles Picard, David Simon, Y. Kadiri, J. D. LeBreux, F Ghozayel
2012· article· en· Langmuir· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
affunlabeled
Development of a green binder system for paper products
Ashley Flory, Deborah Vicuna Requesens, Shivakumar P. Devaiah, Keat Teoh, Shawn D. Mansfield, Elizabeth E. Hood
2013· article· en· BMC Biotechnology· Materials Science
distilled prediction:candidate · noneconsensus · none
33
citations
afffundunlabeled
Dendrimer directed assembly of dicarboxylated hairy nanocellulose
Mandana Tavakolian, Jade Lerner, Fernando Medina Tovar, Jérémy Frances, Theo G. M. van de Ven, Ashok Kakkar
2019· article· en· Journal of Colloid and Interface Science· Materials Science
distilled prediction:candidate · noneconsensus · none
31
citations

How this was built: Screen · Findings · About