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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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Fish and 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.

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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.

306 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.
306 works in the cohort · of 4,299,418page 2 of 7

Labels cover 0 of 306 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 306 of 306 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
The enhancement of cod stocks
Terje Svåsand, Trond Kristiansen, Torstein Pedersen, Anne Gro Vea Salvanes, R. Engelsen, Geir Nævdal +1 more
2000· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
173
citations
affunlabeled
Early effects of COVID‐19 on US fisheries and seafood consumption
Easton R. White, Halley E. Froehlich, Jessica A. Gephart, Richard S. Cottrell, Trevor A. Branch, Rahul Agrawal Bejarano +1 more
2020· article· en· Fish and Fisheries· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
156
citations
affaboutunlabeled
Trophic role of Atlantic cod in the ecosystem
Jason S. Link, Bjarte Bogstad, Henrik Sparholt, George R. Lilly
2008· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
131
citations
affunlabeled
Empowering high seas governance with satellite vessel tracking data
Daniel C. Dunn, Caroline Jablonicky, Guillermo Ortuño Crespo, Douglas J. McCauley, David A. Kroodsma, Kristina Boerder +2 more
2018· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
126
citations
affunlabeled
Worldwide status of burbot and conservation measures
Martin A. Stapanian, Vaughn L. Paragamian, Charles P. Madenjian, James R. Jackson, Jyrki Lappalainen, Matthew J. Evenson +1 more
2009· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · noneconsensus · none
125
citations
affunlabeled
Model uncertainty in the ecosystem approach to fisheries
Simeon L. Hill, George M. Watters, André E. Punt, Murdoch K. McAllister, Corinne Le Quéré, John Turner
2007· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · noneconsensus · none
118
citations
affunlabeled
Provenance of global seafood
Reg Watson, Bridget S. Green, S Tracey, Anna K. Farmery, Tony J. Pitcher
2015· article· en· Fish and Fisheries· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
105
citations
affunlabeled
Can catch share fisheries better track management targets?
Michael C. Melnychuk, Timothy E. Essington, Trevor A. Branch, Selina S. Heppell, Olaf P. Jensen, Jason S. Link +4 more
2011· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations
affunlabeled
Ecosystem‐based fisheries management in the Northwest Atlantic
Jason S. Link, Alida Bundy, William J. Overholtz, Nancy L. Shackell, John P. Manderson, Daniel E. Duplisea +3 more
2011· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
99
citations

How this was built: Screen · Findings · About