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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 ·
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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.
2,082 works in the cohort · of 4,299,418page 8 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.

affaboutunlabeled
Dry Climate Disconnected the Laurentian Great Lakes
C F M Lewis, John W. King, Stefan M. Blasco, G R Brooks, John P. Coakley, Thomas E. Croley +11 more
2008· article· en· Eos· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affunlabeled
Hydropeaked rivers need attention
Ramón J. Batalla, Chris Gibbins, Jorge Alcázar, James Brasington, Cristina Buendía, Celso García +6 more
2020· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affvenueaboutunlabeled
An ecological perspective on floods in Canada
Daniel L. Peters, Daniel Caissie, Wendy A. Monk, Stewart B. Rood, André St‐Hilaire
2015· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
43
citations
affno abstractunlabeled
Deflector Designs for Fish Habitat Restoration
Pascale M. Biron, Colleen Robson, Michel Lapointe, Susan Gaskin
2004· article· en· Environmental Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
afffundunlabeled
Vegetation enhances curvature-driven dynamics in meandering rivers
Alvise Finotello, Alessandro Ielpi, M. G. A. Lapôtre, Eli D. Lazarus, Massimiliano Ghinassi, Luca Carniello +3 more
2024· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · noneconsensus · none
40
citations

How this was built: Screen · Findings · About