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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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Microfluidic and Bio-sensing Technologies
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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.

1,026 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.
1,026 works in the cohort · of 4,299,418page 10 of 21

Labels cover 0 of 1,026 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 1,026 of 1,026 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Ultrasound Imaging of Gene Expression in Mammalian Cells
Arash Farhadi, Gabrielle H. Ho, Daniel P. Sawyer, Raymond W. Bourdeau, Mikhail G. Shapiro
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
afffundunlabeled
Electro-manipulation of biological cells in microdevices
Luke A. MacQueen, M. Thibault, Michael D. Buschmann, M. R. Wertheimer
2012· article· en· IEEE Transactions on Dielectrics and Electrical Insulation· Engineering
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Ultrathroughput immunomagnetic cell sorting platform
David Philpott, Kangfu Chen, Randy Singh Atwal, Derek Li, Jessie Christie, Edward H. Sargent +1 more
2022· article· en· Lab on a Chip· Engineering
distilled prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About