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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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Journal of Coastal Research
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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.

110 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.
110 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 110 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 110 of 110 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Wetland Loss in World Deltas
James M. Coleman, Oscar K. Huh, DeWitt Braud
2008· article· en· Journal of Coastal Research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
198
citations
afffundaboutunlabeled
Assessing Coastal Squeeze of Tidal Wetlands
Dante Torio, Gail L. Chmura
2013· article· en· Journal of Coastal Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
181
citations
fundno affunlabeled
The Physical Condition of South Carolina Beaches 1980–2010
Timothy W. Kana, Steven B. Traynum, Dan Gaudiano, Haiqing Liu Kaczkowski, Trey Hair
2013· article· en· Journal of Coastal Research· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
ICEM: Integrated Coastal Engineering Model
Usama M. Saied, Ioannis K. Tsanis
2005· article· en· Journal of Coastal Research· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
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How this was built: Screen · Findings · About