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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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Hydrology and Sediment Transport Processes
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
aboutaboutness

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

2,082 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,082 works in the cohort · of 4,299,418page 1 of 42

Labels cover 1 of 2,082 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 2,082 of 2,082 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Defining and measuring braiding intensity
2008· article· en· Earth Surface Processes and Landforms· Environmental Science
distilled prediction:candidate · noneconsensus · none
267
citations
affaboutunlabeled
STREAM HEALTH AFTER URBANIZATION<sup>1</sup>
2000· article· en· JAWRA Journal of the American Water Resources Association· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
246
citations
affunlabeled
Morphodynamics: Rivers beyond steady state
2015· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
236
citations
affno abstractunlabeled
Making riverscapes real
2011· article· en· Geomorphology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
215
citations
venueno affunlabeled
River Restoration and Meanders
2006· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
200
citations
affno abstractunlabeled
Integrative conservation of riparian zones
2016· article· en· Biological Conservation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
188
citations

How this was built: Screen · Findings · About