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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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Lakes & Reservoirs Science Policy and Management for Sustainable Use
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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.

24 results · 1 filter active ·
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20012025
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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.
24 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 24 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 24 of 24 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
African lake management initiatives: The global connection
Robert E. Hecky, Harvey A. Bootsma, Eric Odada
2006· article· en· Lakes & Reservoirs Science Policy and Management for Sustainable Use· Environmental Science
distilled prediction:candidate · stsconsensus · none
25
citations
affunlabeled
Phosphates in Lake Chapala, Mexico
Harvey Shear, Ulrich Maniak, Gerhard Riedel
2001· article· en· Lakes & Reservoirs Science Policy and Management for Sustainable Use· Environmental Science
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Spatio‐temporal variation of gross <scp><scp>CO<sub>2</sub></scp></scp> and <scp><scp>CH<sub>4</sub></scp></scp> diffusive emissions from <scp>A</scp>ustralian reservoirs and natural aquatic ecosystems, and estimation of net reservoir emissions
Julie Bastien, Maud Demarty
2013· article· en· Lakes & Reservoirs Science Policy and Management for Sustainable Use· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
16
citations
affunlabeled
Mass balance model of Lake Volta fisheries: The use of Ecopath model
Emmanuel Tetteh‐Doku Mensah, Hederick R. Dankwa, Torben L. Lauridsen, Dennis Trolle, Ruby Asmah, Benjamin Betey Campion +2 more
2019· article· en· Lakes & Reservoirs Science Policy and Management for Sustainable Use· Environmental Science
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
Public participation programme: The Akkar watershed study
Youssef Abdel‐Massih
2005· article· en· Lakes & Reservoirs Science Policy and Management for Sustainable Use· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations

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