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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
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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 11 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.

afffundno abstractunlabeled
Extremal attractors of Liouville copulas
Léo R. Belzile, Johanna Nešlehová
2017· article· en· Journal of Multivariate Analysis· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affunlabeled
L'approche débit-durée-fréquence : historique et avancées
Pierre Javelle, G. Galéal, Jean-Michel Grésillon
2005· article· fr· Revue des sciences de l eau· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
10
citations
affno abstractunlabeled
Time Series Analysis
Vijay P. Singh, Rajendra Prasad Singh, Pranesh Kumar Paul, Deepak Singh Bisht, Srishti Gaur
2024· book-chapter· en· Water science and technology library· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
10
citations
venueno affunlabeled
Impacts of Drought on Loan Repayment
Joseph L. Breeden
2023· article· en· Journal of risk and financial management· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Defining Natural Hazards – Large Scale Hazards
Nirupama Agrawal
2018· book-chapter· en· Advances in natural and technological hazards research· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
9
citations
affunlabeled
Multivariate Analysis of Hydrological Variables
Fateh Chebana
2012· other· en· Encyclopedia of Environmetrics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
aboutno affno abstractunlabeled
STANDARDIZED PRECIPITATION INDEX (SPI) AND STANDARDIZED PRECIPITATION EVAPOTRANSPIRATION INDEX (SPEI) DROUGHT CHARACTERISTIC AND TREND ANALYSIS USING THE SECOND GENERATION CANADIAN EARTH SYSTEM MODEL (CanESM2) OUTPUTS UNDER REPRESENTATIVE CONCENTRATION PATHWAY (RCP) 8.5
Kit Fai Fung, Yuk Feng Huang, Chai Hoon Koo, Kok Weng Tan
2019· article· en· Carpathian Journal of Earth and Environmental Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
8
citations

How this was built: Screen · Findings · About