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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.

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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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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
aboutaboutness

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
Evidence
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
306 works in the cohort · of 4,299,418page 5 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.

affunlabeled
Ontogenetic spatial constraints of sub‐arctic marine fish species
Lorenzo Ciannelli, Anna B. Neuheimer, Leif Christian Stige, Kenneth T. Frank, Joël M. Durant, Mary E. Hunsicker +4 more
2021· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
afffundunlabeled
Tracking industrial fishing activities in African waters from space
Miling Li, Yoshitaka Ota, Philip J. Underwood, Gabriel Reygondeau, Katherine Seto, Vicky W. Y. Lam +2 more
2021· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
fundno affunlabeled
Effort rights‐based management
Dale Squires, Mark N. Maunder, Robin Allen, Peder Andersen, Kepa Astorkiza, Douglas Butterworth +21 more
2016· article· en· Fish and Fisheries· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
To EBFM or not to EBFM? that is not the question
Mandy Karnauskas, John F. Walter, Christopher R. Kelble, Matthew McPherson, Skyler R. Sagarese, J. Kevin Craig +5 more
2021· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
aboutno affunlabeled
What makes some fisheries references highly cited?
Trevor A. Branch, Allison E Linnell
2016· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
Social harvest control rules for sustainable fisheries
Kate Barclay, Simon R. Bush, Jan Jaap Poos, Andries Richter, P.A.M. van Zwieten, Katell G. Hamon +8 more
2023· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
Collapse and recovery of seafood wholesale prices in time of COVID‐19
Holly Amos, Alfredo Girón‐Nava, Nguyễn Văn Tú, Andrés M. Cisneros‐Montemayor, Mathieu Colléter, Pedro C. González‐Espinosa +1 more
2022· article· en· Fish and Fisheries· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Gills, growth and activity across fishes
Jennifer S. Bigman, Nicholas C. Wegner, Nicholas K. Dulvy
2023· article· en· Fish and Fisheries· Environmental Science
distilled prediction:candidate · noneconsensus · none
13
citations
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