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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.

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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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Environmental Monitoring and Assessment
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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.

634 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.
634 works in the cohort · of 4,299,418page 11 of 13

Labels cover 0 of 634 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 634 of 634 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Precariousness of North American Boreal Forests
B.I. Kronberg, Murray J. Watt
2000· article· en· Environmental Monitoring and Assessment· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
afffundaboutno abstractunlabeled
Vulnerability of barley yields in Québec
Terence Épule Épule, Vincent Poirier, Changhui Peng, Daniel Etongo
2024· article· en· Environmental Monitoring and Assessment· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
fundno affno abstractunlabeled
Live diatoms as indicators of urban stormwater runoff
Nadia D. Gillett, Maggie Oudsema, Alan D. Steinman
2016· article· en· Environmental Monitoring and Assessment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Comparison of per- and polyfluoroalkyl substance (PFAS) soil extractions and instrumental analysis: large-volume injection liquid chromatography-mass spectrometry, EPA Method 1633, and commercial lab results for 40 PFAS in various soils
Morgan A. Eldridge, Jessica A. LaFond, Todd A. Anderson, Jennifer L. Guelfo, W. Andrew Jackson
2025· article· en· Environmental Monitoring and Assessment· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affaboutno abstractunlabeled
The Ontario Forest Health Data Co-Operative
A. A. Hopkin, Adam Fenech, H. Liljalehto, D. L. McLaughlin, Tim G. Williams
2001· article· en· Environmental Monitoring and Assessment· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
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How this was built: Screen · Findings · About