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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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Journal of Sea Research
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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.

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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.

47 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.
47 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 47 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 47 of 47 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Organisms as cooperative ecosystem engineers in intertidal flats
Claire Passarelli, Frédéric Olivier, David M. Paterson, Tarik Meziane, Cédric Hubas
2013· article· en· Journal of Sea Research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
96
citations
affno abstractunlabeled
Optical backscatter of marine flocs
A. Hatcher, Paul S. Hill, Jon Grant
2001· article· en· Journal of Sea Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
afffundno abstractunlabeled
Resilience of an intertidal infaunal community to winter stressors
Travis G. Gerwing, David Drolet, Myriam A. Barbeau, Diana J. Hamilton, Alyssa M. Allen Gerwing
2015· article· en· Journal of Sea Research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affno abstractunlabeled
Time variation of floc properties in a settling column
K. J. Curran, Paul S. Hill, Timothy G. Milligan
2002· article· en· Journal of Sea Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations

How this was built: Screen · Findings · About