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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
Evidence
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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 6 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.

affaboutunlabeled
Extreme precipitation time trends in Ontario, 1960–2010
E. D. Soulis, Ali Sarhadi, M. Tinel, M. Suthar
2016· article· en· Hydrological Processes· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
35
citations
venueaboutno affunlabeled
Detection of Trends in Low Flows across Canada
Eghbal Ehsanzadeh, Kaz Adamowski
2007· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
32
citations
afffundaboutunlabeled
Analysis of consecutive droughts on the Canadian Prairies
AC Chipanshi, Kieran Findlater, Trevor Hadwen, EG O’Brien
2006· article· en· Climate Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
32
citations
fundno affunlabeled
Regional flood frequency analysis in North Africa
Yves Tramblay, El Mahdi El Khalki, Abderrahmane Khedimallah, Mahrez Sadaoui, Lahcen Benaabidate, Tayeb Boulmaiz +7 more
2024· article· en· Journal of Hydrology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
affunlabeled
Mixed rectangular pulses models of rainfall
Paul S.P. Cowpertwait
2004· article· en· Hydrology and earth system sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
30
citations
venueno affunlabeled
Drought risk management in Mexico: progress and challenges
David Ortega-Gaucín, Mario López Pérez, Felipe Ignacio Arreguín Cortés
2016· article· en· International Journal of Safety and Security Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Mapping multiple climate-related hazards in South Asia
Giriraj Amarnath, Niranga Alahacoon, Vladimir Smakhtin, Pramod Aggarwal
2017· report· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
30
citations

How this was built: Screen · Findings · About