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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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Ornithological applications
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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.

87 results · 1 filter active ·
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20202025
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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.
87 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 87 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 87 of 87 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Trends in nonbreeding shorebirds along the Pacific Americas Flyway
Matthew E. Reiter, Catherine M. Hickey, Eduardo Palacios, Blake A. Barbaree, David W. Bradley, Fernando Angulo +10 more
2025· article· en· Ornithological applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affaboutunlabeled
2023 AOS Peter R. Stettenheim Service Award to Scott Lanyon
Michael S. Webster, Sara A. Kaiser, Erica Nol, Sharon A. Gill, W. Alice Boyle, Judith Scarl
2023· article· en· Ornithological applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
2024 AOS Katma Award to Emily DuVal
Sara J. Oyler‐McCance, Brooke L. Bateman, Nathan W. Cooper, Kevin C. Fraser, Elizabeth A. MacDougall‐Shackleton, Chris Guglielmo +3 more
2024· article· en· Ornithological applications· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
2023 AOS Conservation Practitioner Award to Jennie Duberstein
Peter P. Marra, Anna D. Chalfoun, Patricia A McGill, Kenneth V. Rosenberg, Jeffrey R. Walters, Cara Joos +12 more
2023· article· en· Ornithological applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
2024 AOS Brina C. Kessel Award to Andrew J. Laughlin
Sara J. Oyler‐McCance, Brooke L. Bateman, Nathan W. Cooper, Kevin C. Fraser, Elizabeth A. MacDougall‐Shackleton, Chris Guglielmo +3 more
2024· article· en· Ornithological applications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About