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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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Reviews in Fish Biology and Fisheries
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Retraction
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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
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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.

109 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.
109 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 109 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 109 of 109 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Occurrence of polyploidy in the fishes
Rosalind A. Leggatt, George K. Iwama
2003· article· en· Reviews in Fish Biology and Fisheries· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
191
citations
affno abstractunlabeled
Surgical implantation techniques for electronic tags in fish
Glenn N. Wagner, Steven J. Cooke, Richard S. Brown, Katherine A. Deters
2010· article· en· Reviews in Fish Biology and Fisheries· Environmental Science
distilled prediction:candidate · noneconsensus · none
161
citations
affno abstractunlabeled
The future of ocean governance
Bianca Haas, Mary Mackay, Camilla Novaglio, Liam Fullbrook, Michael Murunga, Carla Sbrocchi +15 more
2021· review· en· Reviews in Fish Biology and Fisheries· Environmental Science
distilled prediction:candidate · noneconsensus · none
118
citations
affunlabeled
Red snapper management in the Gulf of Mexico: science- or faith-based?
James H. Cowan, C. B. Grimes, William F. Patterson, Carl J. Walters, A. C. Jones, William J. Lindberg +9 more
2010· article· en· Reviews in Fish Biology and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
117
citations
affunlabeled
Safeguarding marine life: conservation of biodiversity and ecosystems
Delphi Ward, Jess Melbourne-Thomas, GT Pecl, Karen Evans, Madeline Green, Phillipa C. McCormack +17 more
2022· article· en· Reviews in Fish Biology and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
111
citations
affunlabeled
Poleward bound: adapting to climate-driven species redistribution
Jess Melbourne-Thomas, Asta Audzijonytė, M Brasier, Katherine A. Cresswell, Hannah E. Fogarty, Marcus Haward +13 more
2021· review· en· Reviews in Fish Biology and Fisheries· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
77
citations
affno abstractunlabeled
Mitigating bycatch in tuna fisheries
Martín Hall, Eric Gilman, Hiroshi Minami, Takahisa Mituhasi, Erin H. Carruthers
2017· article· en· Reviews in Fish Biology and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
affunlabeled
Physiological biomarkers and fisheries management
Pablo Brosset, Steven J. Cooke, Quentin Schull, Verena M. Trenkel, Philippe Soudant, Christophe Lebigre
2021· article· en· Reviews in Fish Biology and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations

How this was built: Screen · Findings · About