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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
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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 7 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
Automatic local resolution-based sharpening of cryo-EM maps
Erney Ramírez-Aportela, José Luis Vilas, Roberto Melero, Pablo Conesa, Marta Martínez, David Maluenda +6 more
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affunlabeled
Evaluating the reliability of human brain white matter tractometry
John Kruper, Jason D. Yeatman, Adam Richie-Halford, D. M. Bloom, Mareike Grotheer, Sendy Caffarra +6 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affunlabeled
Efficient ancestry and mutation simulation with msprime 1.0
Franz Baumdicker, Gertjan Bisschop, Daniel Goldstein, Graham Gower, Aaron P. Ragsdale, Georgia Tsambos +26 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
afffundunlabeled
Multi-genome synteny detection using minimizer graph mappings
Lauren Coombe, Parham Kazemi, Johnathan Wong, İnanç Birol, René L. Warren
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affunlabeled
Improved sleep scoring in mice reveals human-like stages
Marie Lacroix, Gaëtan de Lavilléon, Julie M. Lefort, Karim El Kanbi, Sophie Bagur, Samuel Laventure +3 more
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affunlabeled
Protein Language Models: Is Scaling Necessary?
Quentin Fournier, Robert M. Vernon, Almer M. van der Sloot, B.M. Schulz, Sarath Chandar, Christopher J. Langmead
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
30
citations
afffundunlabeled
Standardizing workflows in imaging transcriptomics with the abagen toolbox
Ross D. Markello, Aurina Arnatkevičiūtė, Jean‐Baptiste Poline, Ben Fulcher, Alex Fornito, Bratislav Mišić
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
fundno affunlabeled
Architecture and dynamics of the jasmonic acid gene regulatory network
Richard Hickman, Marcel C. Van Verk, Anja J.H. Van Dijken, Marciel Pereira Mendes, Irene A. Vos, Lotte Caarls +11 more
2016· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
DNA Methylation Networks Underlying Mammalian Traits
Amin Haghani, Aimei Lu, Chengzhang Li, Todd R. Robeck, Katherine Belov, Charles E. Breeze +37 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affunlabeled
CpGPT: a Foundation Model for DNA Methylation
Lucas Paulo de Lima Camillo, Raghav Sehgal, Judith Armstrong, Albert Higgins‐Chen, Steve Horvath, Bo Wang
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affunlabeled
A fully phased accurate assembly of an individual human genome
David Porubskỳ, Peter Ebert, Peter A. Audano, Mitchell R. Vollger, William T. Harvey, Katherine M. Munson +13 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affunlabeled
Disentangled behavioral representations
Amir Dezfouli, Hassan Ashtiani, Omar Ghattas, Richard Nock, Peter Dayan, Cheng Soon Ong
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
afffundunlabeled
Learning action-oriented models through active inference
Alexander Tschantz, Anil K. Seth, Christopher L. Buckley
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affunlabeled
Non-decameric NLRP3 forms an MTOC-independent inflammasome
Maria Mateo Tortola, Inga V. Hochheiser, Jelena Grga, Jana S. Mueller, Matthias Geyer, Alexander N.R. Weber +1 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations

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