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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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bioRxiv (Cold Spring Harbor Laboratory)
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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
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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.

23,962 results · 1 filter active ·
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20132025
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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.
23,962 works in the cohort · of 4,299,418page 10 of 480

Labels cover 39 of 23,962 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 23,962 of 23,962 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Clades of huge phage from across Earth’s ecosystems
Basem Al-Shayeb, Rohan Sachdeva, Lin-Xing Chen, Fred R. Ward, Patrick Munk, Audra E. Devoto +36 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
25
citations
affunlabeled
Viroid-like colonists of human microbiomes
Ivan N. Zheludev, R. C. Edgar, María José López-Galiano, Marcos de la Peña, Artem Babaian, Ami S. Bhatt +1 more
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
25
citations
afffundunlabeled
A Sequel to Sanger: Amplicon Sequencing That Scales
Paul D. N. Hebert, Thomas Braukmann, Sean WJ Prosser, Sujeevan Ratnasingham, Jeremy R deWaard, Natalia V. Ivanova +5 more
2017· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
fundno affunlabeled
Targeted protein degradation via intramolecular bivalent glues
Oliver Hsia, Matthias Hinterndorfer, Angus D. Cowan, Kentaro Iso, Tasuku Ishida, Ramasubramanian Sundaramoorthy +15 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
afffundunlabeled
Learning function from structure in neuromorphic networks
Laura E. Suárez, Blake A. Richards, Guillaume Lajoie, Bratislav Mišić
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
25
citations
affunlabeled
Comparative transcriptomics reveals human-specific cortical features
Nikolas L. Jorstad, Janet Song, David Exposito-Alonso, Hamsini Suresh, Nathan J. Castro, Fenna M. Krienen +37 more
2022· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affunlabeled
Shifts in mutation spectra enhance access to beneficial mutations
Mrudula Sane, Gaurav D. Diwan, Bhoomika Bhat, Lindi M. Wahl, Deepa Agashe
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affunlabeled
Associative Learning from Replayed Experience
Elliot A. Ludvig, Mahdieh S. Mirian, E. James Kehoe, Richard S. Sutton
2017· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
fundno affunlabeled
Autocycler: long-read consensus assembly for bacterial genomes
Ryan R. Wick, Benjamin P. Howden, Timothy P. Stinear
2025· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
fundno affunlabeled
Absolute copy number fitting from shallow whole genome sequencing data
Carolin M. Sauer, Matthew Eldridge, Maria Vias, James Hall, Samantha E. Boyle, Geoff Macintyre +3 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
fundno affunlabeled
Representational drift in the mouse visual cortex
Daniel Deitch, Alon Rubin, Yaniv Ziv
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affunlabeled
MentaLiST – A fast MLST caller for large MLST schemes
Pedro Feijão, Hua-Ting Yao, Daniel Fornika, Jennifer L. Gardy, Will Hsiao, Cédric Chauve +1 more
2017· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations

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