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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
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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.

1,105 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 12 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.

afffundaboutunlabeled
Intensity–Duration–Frequency Curves for Dependent Datasets
Wafaa El Hannoun, Anas Boukili Makhoukhi, Abdelhak Zoglat, Salah‐Eddine El Adlouni
2023· article· en· Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
afffundunlabeled
Modeling Drought Option Contracts
Jielin Zhu, Marco Pollanen, Kenzu Abdella, Bruce Cater
2012· article· en· ISRN Applied Mathematics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
Event-based rainfall analysis in Sinai, Egypt
Tamer A. Gado, Mohamed Elkollaly, Yiping Guo, Rufayda M. El-Hagrsy, Mahmoud B. Mohameden, Basma A. Shalaby +3 more
2024· article· en· Hydrological Sciences Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
A National Scale Planning Tool for Agricultural Droughts in Germany
Matthias Zink, Luis Samaniego, Rohini Kumar, Stephan Thober, Juliane Mai, David Schäfer +1 more
2018· book-chapter· en· Advances in chemical pollution, environmental management and protection· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Introduction
Marius Hofert, Ivan Kojadinovic, Martin Mächler, Jun Yan
2018· book-chapter· en· Use R!· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations

How this was built: Screen · Findings · About