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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 DNA in Biodiversity Studies
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
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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.

1,760 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.
1,760 works in the cohort · of 4,299,418page 3 of 36

Labels cover 6 of 1,760 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 1,760 of 1,760 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Environmental DNA for biomonitoring
Jan Pawłowski, Aurélie Bonin, Frédéric Boyer, Tristan Cordier, Pierre Taberlet
2021· editorial· en· Molecular Ecology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
126
citations
affunlabeled
Trade‐offs between reducing complex terminology and producing accurate interpretations from environmental DNA: Comment on “Environmental DNA: What's behind the term?” by Pawlowski et al., (2020)
Naiara Rodríguez‐Ezpeleta, Olivier Morissette, Colin W. Bean, Shivakumara Manu, Pritam Banerjee, Anaïs Lacoursière‐Roussel +20 more
2021· letter· en· Molecular Ecology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
122
citations
affunlabeled
A road map for molecular ecology
Rose L. Andrew, Louis Bernatchez, Aurélie Bonin, C. Alex Buerkle, Bryan C. Carstens, Brent C. Emerson +12 more
2013· review· en· Molecular Ecology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
118
citations
afffundno abstractunlabeled
The golden age of DNA metasystematics
Mehrdad Hajibabaei
2012· article· en· Trends in Genetics· Environmental Science
distilled prediction:candidate · noneconsensus · none
103
citations
affvenueaboutunlabeled
Harbour seals target juvenile salmon of conservation concern
Austen C. Thomas, Benjamin W. Nelson, Monique M. Lance, Bruce E. Deagle, Andrew W. Trites
2016· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
102
citations
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