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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 and coastal ecosystems
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.

3,624 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.
3,624 works in the cohort · of 4,299,418page 9 of 73

Labels cover 2 of 3,624 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 3,624 of 3,624 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Iron supply and demand in an Antarctic shelf ecosystem
Dennis J. McGillicuddy, Peter N. Sedwick, Michael S. Dinniman, Kevin R. Arrigo, Thomas S. Bibby, B. J. W. Greenan +7 more
2015· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
95
citations
venueno affno abstractunlabeled
Mapping cyanobacterial blooms in the Great Lakes using MODIS
R. H. Becker, Mohamed I. Sultan, Gregory L. Boyer, Michael R. Twiss, Elizabeth Konopko
2009· article· en· Journal of Great Lakes Research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
94
citations
affaboutunlabeled
Bio‐optical properties of the Labrador Sea
Glenn F. Cota, W. G. Harrison, Trevor Platt, Shubha Sathyendranath, Venetia Stuart
2003· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
90
citations
affunlabeled
A coastal ocean extreme bloom incubator
John P. Ryan, J.F.R. Gower, Stephanie King, W. Paul Bissett, Andrew M. Fischer, Raphael M. Kudela +4 more
2008· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
89
citations
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How this was built: Screen · Findings · About