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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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Fish Ecology and Management Studies
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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.

10,792 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.
10,792 works in the cohort · of 4,299,418page 7 of 216

Labels cover 22 of 10,792 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 10,792 of 10,792 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundaboutno affunlabeled
Adverse Effects of Alewives on Laurentian Great Lakes Fish Communities
Charles P. Madenjian, Robert O’Gorman, David B. Bunnell, Ray L. Argyle, Edward F. Roseman, David M. Warner +2 more
2008· article· en· North American Journal of Fisheries Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
144
citations
affno abstractunlabeled
Eco-evolutionary dynamics in Pacific salmon
Stephanie M. Carlson, Thomas P. Quinn, Andrew P. Hendry
2011· article· en· Heredity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
143
citations
venueno affunlabeled
Conflicts Associated with Dam Removal in Sweden
Anna Lejon, Birgitta Malm‐Renöfält, Christer Nilsson
2009· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
141
citations
afffundunlabeled
Forests fuel fish growth in freshwater deltas
Andrew J. Tanentzap, Erik J. S. Emilson, Brian W. Kielstra, Michael T. Arts, Norman D. Yan, John M. Gunn
2014· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · noneconsensus · none
138
citations
afffundunlabeled
The movement ecology of fishes
Steven J. Cooke, Jordanna N. Bergman, William M. Twardek, Morgan L. Piczak, Grace A. Casselberry, Keegan Lutek +17 more
2022· review· en· Journal of Fish Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
136
citations

How this was built: Screen · Findings · About