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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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Animal Ecology and Behavior Studies
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
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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.

1,850 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.
1,850 works in the cohort · of 4,299,418page 34 of 37

Labels cover 1 of 1,850 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 1,850 of 1,850 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Action plans and protection of ground squirrels
Kristýna Novotná
2010· dissertation· cs· Digital Repository (National Repository of Grey Literature)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Batchelder on New Birds from Newfoundland
W. S.
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Unusual Abundance of the Snowy Owl (nyctea Nyctea)
Ruthven Deane
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Are Antidumping Duties an Antidote for Predation?
James D. Gaisford, Shan Jiang, Stefan Lutz
2009· article· en· SSRN Electronic Journal· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ontario
Margaret J. C. Bain
2004· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Winter Diet of a Long-Eared Owl in Northeast Tennessee
Richard L. Knight
2019· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Biomonitoring of Honey Metal Pollution by Citizen Scientists
Jillian M Shaw, Caitlin Cunningham, Simon Harper, Abby Ragazzon-Smith, Paul R. Lythgoe, Tony R. ‎Walker
2023· article· en· SSRN Electronic Journal· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Ontario
Theo Hofmann
2001· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Front Matter
2025· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Ontario
Hugh G. Currier
2002· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ontario
David H. Elder
2008· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ontario
Blake A. Mann
2007· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ontario
Mathew L. Holder
2004· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Quebec
Pierre Bannon, Olivier Barden, Normand David, Samuel Denault, Yves Aubry
2007· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ontario
Margaret J. C. Bain
2001· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundaboutunlabeled
Exploration and docility in coexisting rodents
Bryan Hughes, Jeff Bowman, Albrecht Schulte-Hostedde
2025· article· en· Biological Journal of the Linnean Society· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
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