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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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Environmental DNA in Biodiversity Studies
Retraction
Abstract
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Label agreement
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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.

1,760 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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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 1 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
Who is eating what: diet assessment using next generation sequencing
François Pompanon, Bruce E. Deagle, William O. C. Symondson, David S. Brown, Simon Jarman, Pierre Taberlet
2011· review· en· Molecular Ecology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,301
citations
afffundunlabeled
A universal DNA mini-barcode for biodiversity analysis
Isabelle Meusnier, Gregory A. C. Singer, Jean‐François Landry, Dónal A. Hickey, Paul D. N. Hebert, Mehrdad Hajibabaei
2008· article· en· BMC Genomics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
693
citations
afffundunlabeled
Critical factors for assembling a high volume of DNA barcodes
Mehrdad Hajibabaei, Jeremy R deWaard, Natalia V. Ivanova, Sujeevan Ratnasingham, Robert T Dooh, Stephanie Kirk +2 more
2005· article· en· Philosophical Transactions of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · stsconsensus · none
543
citations
affno abstractunlabeled
Cycling of extracellular DNA in the soil environment
David J. Levy‐Booth, Rachel G. Campbell, Robert H. Gulden, Miranda M. Hart, Jeff R. Powell, John N. Klironomos +4 more
2007· article· en· Soil Biology and Biochemistry· Environmental Science
distilled prediction:candidate · noneconsensus · none
525
citations
afffundaboutunlabeled
Counting animal species with DNA barcodes: Canadian insects
Paul D. N. Hebert, Sujeevan Ratnasingham, Evgeny V. Zakharov, Angela C Telfer, Valerie Levesque‐Beaudin, Megan Milton +3 more
2016· article· en· Philosophical Transactions of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
442
citations
affno abstractunlabeled
Environmental DNA Time Series in Ecology
Miklós Bálint, Markus Pfenninger, Hans‐Peter Grossart, Pierre Taberlet, Mark Vellend, Mathew A. Leibold +2 more
2018· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
237
citations

How this was built: Screen · Findings · About