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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
Abstract
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Label agreement
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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
Evidence
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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 13 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
Experimental study of rill bank collapse
Jovan R. Stefanovic, Rorke B. Bryan
2006· article· en· Earth Surface Processes and Landforms· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Does variable channel morphology lead to dynamic salmon habitat?
David A. Reid, Marwan A. Hassan, Stephen Bird, Robin Pike, Peter Tschaplinski
2019· article· en· Earth Surface Processes and Landforms· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
afffundno abstractunlabeled
Quantifying steep channel freezeup processes
Benoit Turcotte, Brian Morse, Mathieu Dubé, François Anctil
2013· article· en· Cold Regions Science and Technology· Environmental Science
distilled prediction:candidate · stsconsensus · none
22
citations
affvenueunlabeled
Two-dimensional finite element river morphology model
Jose A. Vasquez, Robert G. Millar, P. M. Steffler
2007· article· en· Canadian Journal of Civil Engineering· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
afffundunlabeled
Mechanisms of Dune Growth and Decay in Rivers
R. W. Bradley, Jeremy G. Venditti
2021· article· en· Geophysical Research Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Bedform spurs: a result of a trailing helical vortex wake
Travis Swanson, David Mohrig, Gary Kocurek, M. M. Perillo, Jeremy G. Venditti
2017· article· en· Sedimentology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affvenueunlabeled
Effect of depth on flow over a fixed dune
Ram Balachandar, Beom-Soo Hyun, V. C. Patel
2007· article· en· Canadian Journal of Civil Engineering· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations

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