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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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Aquatic Invertebrate Ecology and Behavior
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.

2,271 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.
2,271 works in the cohort · of 4,299,418page 5 of 46

Labels cover 4 of 2,271 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 2,271 of 2,271 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
The Quagga Mussel Invades the Lake Superior Basin
Igor A. Grigorovich, John R. Kelly, John A. Darling, Corlis W. West
2008· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
62
citations
fundno affno abstractunlabeled
Water diversions facilitate spread of non-native species
Aibin Zhan, Lei Zhang, Zhiqiang Xia, Ping Ni, Wei Xiong, Yiyong Chen +2 more
2015· article· en· Biological Invasions· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
61
citations
affvenueno abstractunlabeled
Lake Erie Trophic Status Collaborative Study
Gerald Matisoff, Jan J. H. Ciborowski
2005· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
60
citations
affno abstractunlabeled
Sex-Determining Mechanisms in Bivalves
Sophie Breton, Charlotte Capt, Davide Guerra, Donald T. Stewart
2018· book-chapter· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
54
citations

How this was built: Screen · Findings · About