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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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Marine Drugs
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

180 results · 1 filter active ·
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20062025
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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.
180 works in the cohort · of 4,299,418page 4 of 4

Labels cover 0 of 180 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 180 of 180 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Taxonomic Distribution and Molecular Evolution of Mytilectins
Marco Gerdol, Daniela Eugenia Nerelli, Nicola Martelossi, Yukiko Ogawa, Yuki Fujii, Alberto Pallavicini +1 more
2023· article· en· Marine Drugs· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
The Common Sunstar Crossaster papposus—A Neurotoxic Starfish
Karl J. Dean, Ryan P. Alexander, Robert G. Hatfield, Adam M. Lewis, Lewis Coates, Tom Collin +8 more
2021· article· en· Marine Drugs· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
fundno affunlabeled
Chemical Defenses in Medusozoa
Oliver J. Lincoln, Jonathan D. R. Houghton, Muhammad Zakariya, Chiara Lauritano, Isabella D’Ambra
2025· review· en· Marine Drugs· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About