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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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Crustacean biology and ecology
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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.

1,166 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,166 works in the cohort · of 4,299,418page 1 of 24

Labels cover 3 of 1,166 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 1,166 of 1,166 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A review of gastric processing in decapod crustaceans
Iain J. McGaw, Daniel L. Curtis
2012· review· en· Journal of Comparative Physiology B· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
173
citations
affunlabeled
Maximum force production: why are crabs so strong?
Graeme Taylor
2000· article· en· Proceedings of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
130
citations
venueno affunlabeled
10.1016/s0967-0653(97)85737-7
A. N. Cohen, James T. Carlton
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
121
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)84720-5
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
96
citations
venueno affunlabeled
Food web consequences of long-term invasive crayfish control
Gretchen J. A. Hansen, Catherine L. Hein, Brian M. Roth, M. Jake Vander Zanden, Jereme W. Gaeta, Alexander W. Latzka +1 more
2013· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
89
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

How this was built: Screen · Findings · About