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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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Fisheries
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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.

176 results · 1 filter active ·
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20032025
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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.
176 works in the cohort · of 4,299,418page 3 of 4

Labels cover 2 of 176 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 176 of 176 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Risks of Introductions of Marine Fishes: Reply to Briggs
Walter R. Courtenay, Bruce B. Collette, Timothy E. Essington, Ray Hilborn, James W. Orr, Daniel Pauly +2 more
2009· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
fundno affunlabeled
Ohio's 2006-Lake Erie Charter Fishing Industry
Frank R. Lichtkoppler, Fred L. Snyder, Kelly E. Riesen
2008· article· en· Fisheries· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
afffundunlabeled
Engaging Recreational Salmon Anglers in Fisheries Ecology
Micah Quindazzi, William D. P. Duguid, Katie G. Innes, Jessica Qualley, Francis Juanes
2020· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
On the importance and practical conservation of nongame fishes
Niall G. Clancy, Frank J. Rahel, Brandon K. Peoples, Annika W. Walters, John Lyons, Nicholas E. Mandrak +3 more
2025· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Seriously, Get to Know Your Audience
Vivian M. Nguyen
2016· article· en· Fisheries· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
A Field Guide to Fishes of the Salish Sea: Puget Sound and the Straits of Georgia and Juan de Fuca, Washington State and British Columbia T. W. Pietsch and J. W. Orr. Illustrated by J. R. Tomelleri. Published by Chatwin Books. 2023. 372 pages. US$36.00 (Paperback)
Pete Castillo, Brittnie Spriel, B.J. Maher, Nathanael John Tabert, Talen Rimmer, Francis Juanes
2024· article· en· Fisheries· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
R<scp>obert</scp> J<scp>ohn</scp> G<scp>ibson</scp>
Richard L. Haedrich, P. Gallaugher
2017· article· en· Fisheries· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Leslie Edward Whitesel
Bernard Einar Skud
2012· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Peter K. Bergman 1933–2016
Frank Haw, Geraldine Vander Haegen
2016· article· lt· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
In Memoriam
Eric J Wagner, Lisa Duskin Goede
2020· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About