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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
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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 34 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
10.1016/s0967-0653(97)82965-1
Kirsten Hesse, Urban Tillmann, Stefan Nehring, U. H. Brockmann
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
fundno affunlabeled
Photoacclimation State of an Arctic Underice Phytoplankton Bloom
Hanna M. Kauko, Alexey K. Pavlov, Geir Johnsen, Mats A. Granskog, Ilka Peeken, Philipp Assmy
2019· article· en· Journal of Geophysical Research Oceans· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Unraveling the <i>Gonyaulax baltica</i> Species Complex: Cyst–theca Relationship of <i>Impagidinium variaseptum</i>, <i>Spiniferites pseudodelicatus</i> sp. nov. and <i>S. ristingensis</i> (Gonyaulacaceae, Dinophyceae), With Descriptions of <i>Gonyaulax bohaiensis</i> sp. nov, <i>G. amoyensis</i> sp. nov. and <i>G. portimonensis</i> sp. nov.
Haifeng Gu, Kenneth Neil Mertens, Amélie Derrien, Gwenaël Bilien, Zhen Li, Philipp Heß +10 more
2022· article· en· Journal of Phycology· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
19
citations
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