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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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Hydrology and Watershed Management Studies
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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
aboutaboutness

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

4,502 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.
4,502 works in the cohort · of 4,299,418page 7 of 91

Labels cover 5 of 4,502 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 4,502 of 4,502 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueaboutunlabeled
An Overview of Temporary Stream Hydrology in Canada
J. M. Buttle, S. Boon, Daniel L. Peters, Christopher Spence, Ilja van Meerveld, Paul H. Whitfield
2012· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
101
citations
affunlabeled
Streamflow droughts aggravated by human activities despite management
Anne F. Van Loon, Sally Rangecroft, Gemma Coxon, Micha Werner, Niko Wanders, Giuliano Di Baldassarre +26 more
2022· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
101
citations
affaboutunlabeled
Variability in simulated recharge using different GCMs
D. M. Allen, Alex J. Cannon, M. W. Toews, Jacek Scibek
2010· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
97
citations
affno abstractunlabeled
Sediment load reduction in Chinese rivers
Cheng Liu, Jueyi Sui, Zhaoyin Wang
2008· article· en· International Journal of Sediment Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
95
citations
affno abstractunlabeled
Forest restoration and hydrology
Julia Jones, David Ellison, Sílvio Frosini de Barros Ferraz, Antonio Lara, Xiaohua Wei, Zhiqiang Zhang
2022· article· en· Forest Ecology and Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
92
citations
afffundno abstractunlabeled
The flow regulation services of wetlands
Andrew N. Kadykalo, C. Scott Findlay
2016· article· en· Ecosystem Services· Environmental Science
distilled prediction:candidate · noneconsensus · none
90
citations
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