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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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Communications Earth & Environment
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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
fundfunder
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.

305 results · 1 filter active ·
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20202025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
305 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 305 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 305 of 305 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Climate-driven patterns of global tree longevity
Jiani Gao, Keyan Fang, Jing M. Chen, Jinbao Li, Sergio Rossi, Deliang Chen +6 more
2025· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Old subcontinental mantle zircon below Oahu
John D. Greenough, Sandra L. Kamo, Donald W. Davis, Kyle P. Larson, Zhen Zhang, Daniel Layton‐Matthews +2 more
2021· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Lines in the landscape
Chelsea Clifford, Magdalena Bieroza, Stewart J. Clarke, Amy Pickard, Michael J. Stratigos, Matthew J. Hill +43 more
2025· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
Rocket launches threaten global biodiversity conservation
Lee Ping Ang, Fanhao Kong, Enrique Hernández-Rodríguez, Qiuyu Liu, Carlos Cerrejόn, Mariano J. Feldman +5 more
2024· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affaboutunlabeled
Satellite data indicates recent Arctic peatland expansion with warming
Katherine Crichton, Karen Anderson, Richard E. Fewster, Dan J. Charman, Michelle Garneau, Minna Väliranta +7 more
2025· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Fisheries disrupt marine nutrient cycles through biomass extraction
Adrián A. González Ortiz, Timothy E. Walsworth, Edd Hammill, Maria Lourdes D. Palomares, Daniel Pauly, Trisha B. Atwood
2025· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations

How this was built: Screen · Findings · About