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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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Estuarine Coastal and Shelf Science
Topic
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.

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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.

155 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.
155 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 155 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 155 of 155 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Flow and Sediment Transport on a Tidal Salt Marsh Surface
Torben Trier Christiansen, Patricia L. Wiberg, Timothy G. Milligan
2000· article· en· Estuarine Coastal and Shelf Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
432
citations
affno abstractunlabeled
Marine spatial planning in practice
Jeremy S. Collie, Wiktor Adamowicz, Michael W. Beck, Bethany Craig, Timothy E. Essington, David Fluharty +2 more
2012· article· en· Estuarine Coastal and Shelf Science· Environmental Science
distilled prediction:candidate · open_scienceconsensus · none
200
citations
affno abstractunlabeled
Determination of fish trophic levels in an estuarine system
Stéphanie Pasquaud, Marion Pillet, Valérie David, Benoît Sautour, Pierre Élie
2009· article· en· Estuarine Coastal and Shelf Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
107
citations
affno abstractunlabeled
A place for subterranean estuaries in the coastal zone
Carlos Rocha, C. E. Robinson, Isaac R. Santos, Hannelore Waska, Holly A. Michael, Henry Bokuniewicz
2021· article· en· Estuarine Coastal and Shelf Science· Engineering
distilled prediction:candidate · noneconsensus · none
63
citations
affno abstractunlabeled
Effects of Mesh Size on Sieved Samples of
Tara L. Crewe, Diana J. Hamilton, Antony W. Diamond
2001· article· en· Estuarine Coastal and Shelf Science· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
49
citations
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