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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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Transactions of the American Fisheries Society
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

421 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.
421 works in the cohort · of 4,299,418page 1 of 9

Labels cover 0 of 421 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 421 of 421 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Predicting Postrelease Survival in Large Pelagic Fish
Christopher D. Moyes, Nuno Fragoso, Michael K. Musyl, Richard W. Brill
2006· article· en· Transactions of the American Fisheries Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
194
citations
afffundunlabeled
Selection for Vulnerability to Angling in Largemouth Bass
David P. Philipp, Steven J. Cooke, Julie E. Claussen, Jeffrey B. Koppelman, Cory D. Suski, Dale P. Burkett
2009· article· en· Transactions of the American Fisheries Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
171
citations
afffundunlabeled
Stable Isotope Variability in Tissues of Temperate Stream Fishes
Timothy D. Jardine, Michelle A. Gray, Sherisse M. McWilliam, Richard A. Cunjak
2005· article· en· Transactions of the American Fisheries Society· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
130
citations
afffundunlabeled
Sound Production by Atlantic Cod during Spawning
Sherrylynn Rowe, Jeffrey A. Hutchings
2006· article· en· Transactions of the American Fisheries Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
100
citations
affaboutunlabeled
Marine Migration of North American Green Sturgeon
Steven T. Lindley, Mary L. Moser, Daniel L. Erickson, Michael Belchik, David W. Welch, Erin L. Rechisky +3 more
2008· article· en· Transactions of the American Fisheries Society· Environmental Science
distilled prediction:candidate · stsconsensus · none
83
citations
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