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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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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
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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 1 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
Fish Bioenergetics 4.0: An R-Based Modeling Application
David Deslauriers, Steven R. Chipps, James E. Breck, James A. Rice, Charles P. Madenjian
2017· article· en· Fisheries· Environmental Science
distilled prediction:candidate · noneconsensus · none
208
citations
affunlabeled
Hatchery Reform in Washington State
Lars E. Mobrand, John Barr, Lee Blankenship, Donald E. Campton, Trevor T. P. Evelyn, Tom A. Flagg +4 more
2005· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
179
citations
affunlabeled
Fish Out of Water: How Much Air is Too Much?
Katrina V. Cook, Robert J. Lennox, Scott G. Hinch, Steven J. Cooke
2015· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
166
citations
aboutno affunlabeled
The State of Crayfish in the Pacific Northwest
Eric R. Larson, Julian D. Olden
2011· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
affaboutunlabeled
Adapting Inland Fisheries Management to a Changing Climate
Craig P. Paukert, Bob A. Glazer, Gretchen J. A. Hansen, Brian J. Irwin, Peter C. Jacobson, Jeffrey L. Kershner +3 more
2016· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
68
citations
fundaboutno affunlabeled
Invasive Aquatic Species in Ontario
Steven Kerr, Christopher S. Brousseau, Mark Muschett
2005· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
48
citations
fundaboutno affunlabeled
Canada's Species at Risk Act
James R. Irvine, Mart R. Gross, L. Blair Holtby, Neil D. Schubert, Peter G. Amiro
2005· article· en· Fisheries· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
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