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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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Soil erosion and sediment transport
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.

1,104 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.
1,104 works in the cohort · of 4,299,418page 1 of 23

Labels cover 1 of 1,104 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 1,104 of 1,104 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Sand, rarer than one thinks
2014· article· en· Environmental Development· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
370
citations
afffundunlabeled
Testing the environmental filtering concept in global drylands
Yoann Le Bagousse‐Pinguet, Nicolas Gross, Fernando T. Maestre, Vincent Maire, Francesco de Bello, Carlos Roberto Fonseca +4 more
2017· article· en· Journal of Ecology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
245
citations
venueno affunlabeled
Sediment delivery in managed forests: a review
Jacky Croke, Peter B. Hairsine
2006· review· en· Environmental Reviews· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
174
citations
afffundunlabeled
Where Is the Bottom of a Watershed?
Laura E. Condon, Katherine H. Markovich, Christa Kelleher, Jeffrey J. McDonnell, Grant Ferguson, Jennifer C. McIntosh
2020· article· en· Water Resources Research· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
145
citations
affunlabeled
Geomorphology and Global Environmental Change
Olav Slaymaker, Tom Spencer
2009· book· en· Cambridge University Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
105
citations
aboutno affunlabeled
Sediment cascades : an integrated approach
T. P. Burt, Robert J. Allison
2010· book· en· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
93
citations
venueno affunlabeled
A review of preferential water flow in soil science
Yinghu Zhang, Zhenming Zhang, Ziwen Ma, Jingxiao Chen, Jalaluddin Akbar, Shuyan Zhang +3 more
2018· review· en· Canadian Journal of Soil Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
91
citations
affaboutunlabeled
Rill network development and sediment budgets
D. A. Brunton, Rorke B. Bryan
2000· article· en· Earth Surface Processes and Landforms· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
90
citations

How this was built: Screen · Findings · About