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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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Ichthyology and Marine Biology
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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.

1,580 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.
1,580 works in the cohort · of 4,299,418page 4 of 32

Labels cover 4 of 1,580 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 1,580 of 1,580 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The trade in sharks and their products in the United Arab Emirates
Rima W. Jabado, Saif M. Al Ghais, Waleed Hamza, Aaron C. Henderson, Julia L. Y. Spaet, Mahmood S. Shivji +1 more
2014· article· en· Biological Conservation· Environmental Science
distilled prediction:candidate · noneconsensus · none
65
citations
afffundno abstractunlabeled
Multidimensional polarization sensitivity in damselfishes
Craig W. Hawryshyn, Heather D. Moyer, W. Ted Allison, Theodore J. Haimberger, William N. McFarland
2003· article· en· Journal of Comparative Physiology A· Environmental Science
distilled prediction:candidate · noneconsensus · none
62
citations
affunlabeled
Oceanic Sharks Clean at Coastal Seamount
Simon P. Oliver, Nigel E. Hussey, John R. Turner, Alison J. Beckett
2011· article· en· PLoS ONE· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
60
citations
afffundvenueaboutunlabeled
Subtropical pupping ground for a cold-water shark
Steven E. Campana, Warren Joyce, Mark Fowler
2010· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations

How this was built: Screen · Findings · About