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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 research
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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
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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.

109 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.
109 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 109 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 109 of 109 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Sediment transport to the Arctic Ocean and adjoining cold oceans*
Bent Hasholt, N. N. Bobrovitskaya, Jim Bogen, J. P. McNamara, Sebastian H. Mernild, David Milburn +1 more
2006· article· en· Hydrology research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
59
citations
affunlabeled
Modelling the hydrological impacts of rural land use change
Neil McIntyre, C. E. Ballard, Michael Bruen, N. Bulygina, Wouter Buytaert, I. D. Cluckie +16 more
2013· article· en· Hydrology research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
59
citations
affunlabeled
Historical trends in river-ice break-up: a review
Terry D. Prowse, Barrie Bonsal
2004· review· en· Hydrology research· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
41
citations
affaboutunlabeled
Hydrological Response of a Patchy High Arctic Wetland
Kathy L. Young, Ming‐ko Woo
2000· article· en· Hydrology research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
37
citations
aboutno affunlabeled
Distribution of snow cover over Northern Eurasia
Л.М. Китаев, Eirik J. Førland, V. Razuvaev, Ole Einar Tveito, Olaf Krueger
2005· article· en· Hydrology research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
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