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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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Soil and Water Nutrient Dynamics
Retraction
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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.

2,380 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.
2,380 works in the cohort · of 4,299,418page 9 of 48

Labels cover 4 of 2,380 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 2,380 of 2,380 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Long-term annual soil nitrogen surplus across Europe (1850–2019)
Masooma Batool, Fanny Sarrazin, Sabine Attinger, N. B. Basu, K. J. Van Meter, Rohini Kumar
2022· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · sts+open_science+insufficient_payloadconsensus · insufficient_payload
48
citations
afffundvenueaboutunlabeled
Long-term changes in climate, streamflow, and nutrient budgets for first-order catchments at the Experimental Lakes Area (Ontario, Canada)This paper is part of the series “Forty Years of Aquatic Research at the Experimental Lakes Area”.
Brian Parker, David W. Schindler, K. G. Beaty, M. P. Stainton, S. E. M. Kasian
2009· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
47
citations

How this was built: Screen · Findings · About