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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 Watershed Management Studies
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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.

4,502 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.
4,502 works in the cohort · of 4,299,418page 3 of 91

Labels cover 5 of 4,502 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 4,502 of 4,502 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Coasts, water levels, and climate change: A Great Lakes perspective
Andrew D. Gronewold, Vincent Fortin, Brent M. Lofgren, Anne H. Clites, Craig A. Stow, Frank H. Quinn
2013· article· en· Climatic Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
189
citations
affno abstractunlabeled
A parallelization framework for calibration of hydrological models
E. Rouholahnejad, Karim C. Abbaspour, M. Vejdani, Raghavan Srinivasan, Rainer Schulin, Anthony Lehmann
2012· article· en· Environmental Modelling & Software· Environmental Science
distilled prediction:candidate · noneconsensus · none
186
citations
affunlabeled
Advances in Land Surface Modelling
Eleanor Blyth, Vivek K. Arora, Douglas B. Clark, Simon Dadson, Martin G. De Kauwe, David M. Lawrence +5 more
2021· article· en· Current Climate Change Reports· Environmental Science
distilled prediction:candidate · noneconsensus · none
182
citations
venueaboutno affunlabeled
Recent Variations in Climate and Hydrology in Canada
Paul H. Whitfield, Alex J. Cannon
2000· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
180
citations
affunlabeled
Water security and the science agenda
H. S. Wheater, Patricia Gober
2015· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
173
citations

How this was built: Screen · Findings · About