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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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AquaDocs (United Nations Educational, Scientific and Cultural Organization)
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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.

241 results · 1 filter active ·
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20002024
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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.
241 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 241 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 241 of 241 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
Lobster fishing in Ceylon
G.H.P. De Bruin
2021· article· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Scantlings for small wooden fishing vessels
Rajan Rajendran, R. L. Roy Choudhury
2021· article· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Seychelles tuna bulletin : second quarter 1987
2013· other· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
IODE National Report for Canada
2007· other· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fishing guidelines
2021· book· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A new record of anemone barrens in the Galápagos
2021· article· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Information Access Survey: Vietnam
M. Felsing
2021· book· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Seychelles tuna bulletin : fourth quarter 1989
2013· other· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Information and knowledge sharing
2021· book· en· AquaDocs (United Nations Educational, Scientific and Cultural Organization)· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations

How this was built: Screen · Findings · About