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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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Forest Insect Ecology and Management
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.

2,754 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.
2,754 works in the cohort · of 4,299,418page 6 of 56

Labels cover 2 of 2,754 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 2,754 of 2,754 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Uncovering the genomic basis of an extraordinary plant invasion
Vanessa C. Bieker, Paul Battlay, Bent Petersen, Xin Sun, Jonathan Wilson, Jaelle C. Brealey +22 more
2022· article· en· Science Advances· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations
afffundaboutunlabeled
Alien insect dispersal mediated by the global movement of commodities
Gyda Fenn‐Moltu, Sébastien Ollier, Barney P. Caton, Andrew M. Liebhold, Helen F. Nahrung, Deepa S. Pureswaran +3 more
2022· article· en· Ecological Applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
affunlabeled
Biological Invasions and International Trade: Managing a Moving Target
Rebecca S. Epanchin‐Niell, Carol McAusland, Andrew M. Liebhold, Paul Mwebaze, Michael Springborn
2021· article· en· Review of Environmental Economics and Policy· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations

How this was built: Screen · Findings · About