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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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Waterbirds
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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.

118 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.
118 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 118 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 118 of 118 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Sexing Arctic Terns in the Field and Laboratory
Catherine Devlin, Antony W. Diamond, Gary W. Saunders
2004· article· en· Waterbirds· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
60
citations
affunlabeled
Status of the Humboldt Penguin in Peru, 1999-2000
Rosana Paredes, Carlos B. Zavalaga, Gabriella Battistini, Patrícia Majluf, Patricia McGill
2003· article· en· Waterbirds· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
aboutno affunlabeled
Spring Migration of Northern Pintails from Texas and New Mexico, USA
David A. Haukos, Michael R. Miller, D.L. Orthmeyer, John Y. Takekawa, Joseph P. Fleskes, Michael L. Casazza +2 more
2006· article· en· Waterbirds· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
affaboutunlabeled
Accuracy of Depth Recorders
Kyle H. Elliott, Anthony J. Gaston
2009· article· en· Waterbirds· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affaboutunlabeled
Least Bittern (<i>Ixobrychus exilis</i>) Survey Protocol
Benoı̂t Jobin, Ron Bazin, Laurie A. Maynard, Angela McConnell, Jennifer Stewart
2011· article· en· Waterbirds· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations

How this was built: Screen · Findings · About