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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
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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.

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 5 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.

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
Surface Water Quality Modelling
Karl‐Erich Lindenschmidt
2023· article· en· Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
178
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
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
afffundno abstractunlabeled
Remote bioenergetics measurements in wild fish: Opportunities and challenges
Steven J. Cooke, Jacob W. Brownscombe, Graham D. Raby, Franziska Broell, Scott G. Hinch, Thomas D. Clark +1 more
2016· review· en· Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
165
citations

How this was built: Screen · Findings · About