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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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Vadose Zone Journal
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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
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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.

184 results · 1 filter active ·
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20032025
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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.
184 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 184 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 184 of 184 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Hydrologic Impacts of Thawing Permafrost—A Review
Michelle A. Walvoord, Barret L. Kurylyk
2016· article· en· Vadose Zone Journal· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1,127
citations
affunlabeled
Potential Use of Biochar in Growing Media
Mehdi Nemati, Frédéric Simard, Jean‐Pierre Fortin, Jacynthe Beaudoin
2014· article· en· Vadose Zone Journal· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
59
citations
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How this was built: Screen · Findings · About