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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.

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
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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
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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.

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 3 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Alkalinity distribution in the western North Atlantic Ocean margins
Wei‐Jun Cai, Xinping Hu, Wei‐Jen Huang, Li‐Qing Jiang, Yongchen Wang, Tsung‐Hung Peng +1 more
2010· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
241
citations
affno abstractunlabeled
Nutrient co-limitation at the boundary of an oceanic gyre
Thomas J. Browning, Eric P. Achterberg, Insa Rapp, Anja Engel, Erin M. Bertrand, Alessandro Tagliabue +1 more
2017· article· en· Nature· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
237
citations
affunlabeled
Simulating the global distribution of nitrogen isotopes in the ocean
Christopher J. Somes, Andreas Schmittner, Eric D. Galbraith, Moritz F. Lehmann, Mark A. Altabet, Joseph P. Montoya +4 more
2010· article· en· Global Biogeochemical Cycles· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
236
citations
venueno affunlabeled
10.1016/0967-0653(95)91482-j
2000· article· en· Time to knit· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
211
citations
affno abstractunlabeled
Alexandrium fundyense cyst dynamics in the Gulf of Maine
Donald M. Anderson, Charles A. Stock, Bruce A. Keafer, Amy Bronzino Nelson, Brian Thompson, Dennis J. McGillicuddy +3 more
2005· article· en· Deep Sea Research Part II Topical Studies in Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
200
citations

How this was built: Screen · Findings · About