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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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Hydrological Sciences Journal
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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.

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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.

187 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.
187 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 187 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 187 of 187 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A decade of Predictions in Ungauged Basins (PUB)—a review
Markus Hrachowitz, H. H. G. Savenije, Günter Blöschl, Jeffrey J. McDonnell, Murugesu Sivapalan, John W. Pomeroy +20 more
2013· article· en· Hydrological Sciences Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,328
citations
affunlabeled
A philosophical basis for hydrological uncertainty
Grey Nearing, Yudong Tian, Hoshin V. Gupta, Martyn Clark, Kenneth W. Harrison, Steven Weijs
2016· article· en· Hydrological Sciences Journal· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
200
citations
affunlabeled
Integrating risks of climate change into water management
Petra Döll, Blanca Jiménez, Taikan Oki, Nigel W. Arnell, Gerardo Benito, J. Graham Cogley +4 more
2014· article· en· Hydrological Sciences Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
172
citations
affunlabeled
Performance of Multivariate Adaptive Regression Splines (MARS) in predicting runoff in mid-Himalayan micro-watersheds with limited data / Performances de régressions par splines multiples et adaptives (MARS) pour la prévision d'écoulement au sein de micro-bassins versants Himalayens d'altitudes intermédiaires avec peu de données
V. N. Sharda, Shiv O. Prasher, R. M. Patel, P. R. Ojasvi, Chandra Prakash
2008· article· fr· Hydrological Sciences Journal· Environmental Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
117
citations
affunlabeled
Accelerating shear velocity in gravel-bed channels
Hossein Afzalimehr, François Anctil
2000· article· en· Hydrological Sciences Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
91
citations
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