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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 Drought Analysis
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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.

1,105 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.
1,105 works in the cohort · of 4,299,418page 1 of 23

Labels cover 0 of 1,105 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 1,105 of 1,105 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
A review of drought indices
Amin Zargar, Rehan Sadiq, Faisal Khan
2011· review· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,333
citations
affaboutunlabeled
Multivariate hydrological frequency analysis using copulas
Anne‐Catherine Favre, Salah‐Eddine El Adlouni, Luc Perreault, Nathalie Thiémonge, Bernard Bobée
2004· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
703
citations
aboutno affunlabeled
The European 2015 drought from a climatological perspective
Monica Ioniță, Lena M. Tallaksen, Daniel G. Kingston, James H. Stagge, Gregor Laaha, H.A.J. van Lanen +3 more
2017· article· en· Hydrology and earth system sciences· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
409
citations
affunlabeled
Anthropogenic Drought: Definition, Challenges, and Opportunities
Amir AghaKouchak, Ali Mirchi, Kaveh Madani, Giuliano Di Baldassarre, Ali Nazemi, Aneseh Alborzi +14 more
2021· article· en· Reviews of Geophysics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
368
citations
affno abstractunlabeled
Drought characterization: a probabilistic approach
Ashok K. Mishra, Vijay P. Singh, Venkappayya R. Desai
2007· article· en· Stochastic Environmental Research and Risk Assessment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
245
citations
affno abstractunlabeled
On the tails of extreme event distributions in hydrology
Salah‐Eddine El Adlouni, Bernard Bobée, Taha B. M. J. Ouarda
2008· article· en· Journal of Hydrology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
214
citations
affno abstractunlabeled
Changes of extreme drought and flood events in Iran
Reza Modarres, Ali Sarhadi, Donald H. Burn
2016· article· en· Global and Planetary Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
162
citations
afffundvenueaboutunlabeled
Dry times: hard lessons from the Canadian drought of 2001 and 2002
Elaine Wheaton, Suren Kulshreshtha, Virginia Wittrock, Grace Koshida
2008· article· en· Canadian Geographies / Géographies canadiennes· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
160
citations

How this was built: Screen · Findings · About