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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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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
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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 5 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.

affunlabeled
Arctic tidal current atlas
Till M. Baumann, Igor V. Polyakov, Laurie Padman, Seth L. Danielson, Ilker Fer, Markus Janout +2 more
2020· article· en· Scientific Data· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
28
citations
affunlabeled
A database of chlorophyll a in Australian waters
Claire H. Davies, Penelope Ajani, Linda Armbrecht, Natalia Atkins, Mark E. Baird, Jason M. Beard +43 more
2018· article· en· Scientific Data· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
afffundgemma · no categorygpt · no categorymodels agree
A benchmark dataset for Hydrogen Combustion
Xingyi Guan, Akshaya Kumar Das, Christopher J. Stein, Farnaz Heidar‐Zadeh, Luke W. Bertels, Meili Liu +7 more
2022· article· en· Scientific Data· Materials Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
26
citations
affgemma · no categorygpt · no categorymodels split
A multi-scale probabilistic atlas of the human connectome
Yasser Alemán‐Gómez, Alessandra Griffa, Jean‐Christophe Houde, Elena Najdenovska, Stefano Magon, Meritxell Bach Cuadra +2 more
2022· article· en· Scientific Data· Neuroscience
distilled prediction:candidate · stsconsensus · none
25
citations
afffundunlabeled
Data on the diets of Salish Sea harbour seals from DNA metabarcoding
Austen C. Thomas, Bruce E. Deagle, Chad Nordstrom, Sheena Majewski, Benjamin W. Nelson, Alejandro Acevedo‐Gutiérrez +7 more
2022· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · open_science+insufficient_payloadconsensus · open_science
24
citations
affunlabeled
Global Impacts Dataset of Invasive Alien Species (GIDIAS)
Sven Bacher, Ellen Ryan‐Colton, Mario Coiro, Phillip Cassey, Martín A. Núñez, Michael Ansong +67 more
2025· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations
afffundaboutunlabeled
The Canadian Fire Spread Dataset
Quinn E. Barber, Piyush Jain, Ellen Whitman, Dan K. Thompson, Luc Guindon, Sean A. Parks +3 more
2024· article· en· Scientific Data· Environmental Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
23
citations
affunlabeled
A comparison of neuroelectrophysiology databases
Priyanka Subash, Alex Gray, Misque Boswell, Samantha L. Cohen, Rachael Garner, Sana Salehi +19 more
2023· review· en· Scientific Data· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
22
citations
affunlabeled
Linking FANTOM5 CAGE peaks to annotations with CAGEscan
Nicolas Bertin, Mickaël Mendez, Akira Hasegawa, Marina Lizio, Imad Abugessaisa, Jessica Severin +8 more
2017· article· en· Scientific Data· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
21
citations

How this was built: Screen · Findings · About