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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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Water Resources Research
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,141 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.
1,141 works in the cohort · of 4,299,418page 4 of 23

Labels cover 0 of 1,141 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 1,141 of 1,141 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pre‐Darcy Flow in Porous Media
Morteza Dejam, Hassan Hassanzadeh, Zhangxin Chen
2017· article· en· Water Resources Research· Engineering
distilled prediction:candidate · noneconsensus · none
123
citations
affunlabeled
Modeling Water Quality in Watersheds: From Here to the Next Generation
Baihua Fu, Jeffery S. Horsburgh, Anthony J. Jakeman, Carlo Gualtieri, Thorsten Arnold, Lucy Marshall +9 more
2020· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
118
citations
aboutno affunlabeled
Longitudinal profiles in simple alluvial systems
Stephen P. Rice, Michael Church
2001· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
105
citations
afffundunlabeled
Length scale of braided river morphology
Elizabeth J. Hundey, Peter Ashmore
2009· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
101
citations
afffundunlabeled
Classifying Mixing Regimes in Ponds and Shallow Lakes
Meredith A. Holgerson, David C. Richardson, Joseph Roith, Lauren E. Bortolotti, Kerri Finlay, Daniel J. Hornbach +13 more
2022· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations

How this was built: Screen · Findings · About