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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
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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.

affaffiliation
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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 4 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.

affno abstractunlabeled
Floc fraction in the waters of the Po River prodelta
J.M. Fox, Paul S. Hill, Timothy G. Milligan, A. S. Ogston, A. Boldrin
2004· article· en· Continental Shelf Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
60
citations
afffundno abstractunlabeled
Ambitious global targets for mangrove and seagrass recovery
Christina A. Buelow, Rod M. Connolly, Mischa P. Turschwell, María Fernanda Adame, Gabby N. Ahmadia, Dominic A. Andradi‐Brown +12 more
2022· article· en· Current Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
59
citations
affunlabeled
Global dataset of soil organic carbon in tidal marshes
Tania L. Maxwell, André Rovai, María Fernanda Adame, Janine B. Adams, José Álvarez-Rogel, William E. N. Austin +80 more
2023· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations
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How this was built: Screen · Findings · About