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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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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.

591 results · 1 filter active ·
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20022025
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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.
591 works in the cohort · of 4,299,418page 12 of 12

Labels cover 48 of 591 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 591 of 591 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Mesopelagic Mesozooplankton and Micronekton Database
Yulia Egorova, Evgeny A. Pakhomov, Ian McIvor, Auméés Le, T. Spesivy
2025· article· en· Scientific Data· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
National human footprint maps for Peru and Ecuador
José Aragón-Osejo, Lenin Beltrán, J. Iglesias, Holger Cepeda Zambrano, Daniel Borja, Carlos Oñate +22 more
2025· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Correction: An ecological trait matrix of Neotropical freshwater fishes
James S. Albert, Vitor Pimenta Abrahão, Daniel R. Akin, Marcelo Ândrade, Mariangeles Arce, Jonathan W. Armbruster +50 more
2025· erratum· en· Scientific Data· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
afffundunlabeled
Persistent hindrances to data re-use in single-cell genomics
Sanja Rogić, Xueping Yu, Bin Xu, Alexandra N. Millett, Guillaume Poirier‐Morency, Rachel S. Schwartz +1 more
2025· article· en· Scientific Data· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Indo-European Cognate Relationships dataset
Cormac Anderson, Matthew Scarborough, Lechosław Jocz, Thomas Jügel, Britta Irslinger, Roland A. Pooth +81 more
2025· article· en· Scientific Data· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
A curated dataset for data-driven turbulence modelling
Ryley McConkey, Eugene Yee, Fue‐Sang Lien
2021· preprint· en· Scientific Data· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Correction: Global Impacts Dataset of Invasive Alien Species (GIDIAS)
Sven Bacher, Ellen Ryan‐Colton, Mario Coiro, Phillip Cassey, Martín A. Núñez, Michael Ansong +66 more
2025· erratum· en· Scientific Data· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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