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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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Marine and fisheries research
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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.

5,649 results · 1 filter active ·
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20002025
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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.
5,649 works in the cohort · of 4,299,418page 3 of 113

Labels cover 6 of 5,649 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 5,649 of 5,649 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
The logic of skipped spawning in fish
Christian Jørgensen, Bruno Ernande, Øyvind Fiksen, Ulf Dieckmann
2006· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
282
citations
affno abstractunlabeled
Fisheries: Does catch reflect abundance?
Daniel Pauly, Ray Hilborn, Trevor A. Branch
2013· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
281
citations
venueno affunlabeled
10.1016/s0967-0653(97)86500-3
P. Dalzell, Tim Adams, Nicholas Polunin
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
280
citations
afffundunlabeled
Ecosystem Overfishing in the Ocean
Marta Coll, Simone Libralato, Sergi Tudela, Isabel Palomera, Fabio Pranovi
2008· article· en· PLoS ONE· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
275
citations
afffundunlabeled
Global marine yield halved as fishing intensity redoubles
Reg Watson, William W. L. Cheung, Jonathan A. Anticamara, Rashid Sumaila, Dirk Zeller, Daniel Pauly
2012· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
270
citations
affno abstractunlabeled
The future of fish
Boris Worm, Trevor A. Branch
2012· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
269
citations
afffundno abstractunlabeled
Transient dynamics of an altered large marine ecosystem
Kenneth T. Frank, Brian Petrie, Jonathan A. D. Fisher, William C. Leggett
2011· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
266
citations
affunlabeled
Biocomplexity in a highly migratory pelagic marine fish, Atlantic herring
Daniel E. Ruzzante, Stefano Mariani, Dorte Bekkevold, Carl André, Henrik Mosegaard, Lotte Worsøe Clausen +11 more
2006· article· en· Proceedings of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
265
citations
affunlabeled
Evaluating methods for setting catch limits in data-limited fisheries
Thomas R. Carruthers, André E. Punt, Carl J. Walters, Alec D. MacCall, Murdoch K. McAllister, E. J. Dick +1 more
2014· article· en· Fisheries Research· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
264
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)83009-3
Daniel Desbruyères, Michel Segonzac, Monika Bright
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
255
citations
venueaboutno affunlabeled
Fishing down Canadian aquatic food webs
Daniel Pauly, Maria Lourdes D. Palomares, Rainer Froese, Pascualita Sa-a, Michael Vakily, David Preikshot +1 more
2001· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
252
citations
affunlabeled
Forage Fish: From Ecosystems to Markets
Jacqueline Alder, Brooke Campbell, Vasiliki Karpouzi, Kristin Kaschner, Daniel Pauly
2008· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
246
citations
venueno affunlabeled
Reconstructing the lives of fish using Sr isotopes in otoliths
Brian P. Kennedy, Andrea Klaue, Joel D. Blum, Carol L. Folt, Keith H. Nislow
2002· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
240
citations

How this was built: Screen · Findings · About