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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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Environmental Research Letters
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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
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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.

806 results · 1 filter active ·
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20062025
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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.
806 works in the cohort · of 4,299,418page 9 of 17

Labels cover 0 of 806 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 806 of 806 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Deep groundwater quality in the southwestern United States
Mary Kang, James E. Ayars, Robert B. Jackson
2018· article· en· Environmental Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
28
citations
affunlabeled
Global hydrological models continue to overestimate river discharge
Stefanie Heinicke, Jan Volkholz, Jacob Schewe, Simon N. Gosling, Hannes Müller Schmied, Sandra Zimmermann +15 more
2024· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
28
citations
afffundaboutunlabeled
Global estimates of suitable areas for marine algae farming
Yue Liu, Ling Cao, William W. L. Cheung, U. Rashid Sumaila
2023· article· en· Environmental Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affunlabeled
Uncertainty in optimal fingerprinting is underestimated
Yan Li, Kun Chen, Jun Yan, Xuebin Zhang
2021· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations

How this was built: Screen · Findings · About