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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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Coastal wetland ecosystem dynamics
Retraction
Abstract
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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.

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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.

1,192 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.
1,192 works in the cohort · of 4,299,418page 8 of 24

Labels cover 0 of 1,192 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 1,192 of 1,192 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Fate and transport of coastal driftwood: A critical review
Enda Murphy, Ioan Nistor, Andrew Cornett, Jessica Wilson, Abolghasem Pilechi
2021· review· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
affno abstractunlabeled
Sedimentary records of recent sea level rise and acceleration in the Yucatan Peninsula
Vladislav Carnero-Bravo, Joan-Albert Sánchez-Cabeza, Ana Carolina Ruíz-Fernández, Martín Merino–Ibarra, Claude Hillaire‐Marcel, José Antonio Corcho Alvarado +4 more
2016· article· en· The Science of The Total Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
25
citations
affno abstractunlabeled
Time variation of floc properties in a settling column
K. J. Curran, Paul S. Hill, Timothy G. Milligan
2002· article· en· Journal of Sea Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
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How this was built: Screen · Findings · About