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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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Flood Risk Assessment and Management
Retraction
Abstract
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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.

1,552 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.
1,552 works in the cohort · of 4,299,418page 1 of 32

Labels cover 2 of 1,552 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 1,552 of 1,552 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Future climate risk from compound events
Jakob Zscheischler, Seth Westra, Bart van den Hurk, Sonia I. Seneviratne, Philip J. Ward, A. J. Pitman +5 more
2018· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2,354
citations
affno abstractunlabeled
Anthropogenic intensification of short-duration rainfall extremes
Hayley J. Fowler, Geert Lenderink, Andreas F. Prein, Seth Westra, Richard P. Allan, Nikolina Ban +13 more
2021· review· en· Nature Reviews Earth & Environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
843
citations
afffundunlabeled
The impact of flooding on aquatic ecosystem services
Ceara J. Talbot, Elena M. Bennett, Kelsie Cassell, Daniel M. Hanes, Elizabeth C. Minor, Hans W. Paerl +5 more
2018· article· en· Biogeochemistry· Environmental Science
distilled prediction:candidate · noneconsensus · none
296
citations
affvenueaboutunlabeled
Flood processes in Canada: Regional and special aspects
J. M. Buttle, D. M. Allen, Daniel Caissie, Bruce Davison, Masaki Hayashi, Daniel L. Peters +4 more
2016· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
179
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
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