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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.

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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 6 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.

fundno affunlabeled
Accurate and Complete Genomes from Metagenomes
Karthik Anantharaman, Alon Shaiber, A. Murat Eren, Jillian F. Banfield
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
36
citations
affunlabeled
Brain charts for the human lifespan
Richard A. I. Bethlehem, Jakob Seidlitz, Simon R. White, Jacob W. Vogel, Karen Anderson, Chris Adamson +185 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
35
citations
affunlabeled
The SARS-CoV-2 conserved macrodomain is a mono-ADP-ribosylhydrolase
Yousef M. Alhammad, M.M. Kashipathy, Anuradha Roy, Jean‐Philippe Gagné, Peter R. McDonald, Philip Gao +7 more
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
35
citations
afffundunlabeled
Learning from unexpected events in the neocortical microcircuit
Colleen J. Gillon, Jason E. Pina, Jérôme Lecoq, Ruweida Ahmed, Yazan N. Billeh, Shiella Caldejon +17 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
affunlabeled
Blind spots in global soil biodiversity and ecosystem function research
Carlos A. Guerra, Anna Heintz‐Buschart, Johannes Sikorski, Antonis Chatzinotas, Nathaly R. Guerrero‐Ramírez, Simone Cesarz +20 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Structure-based Classification of Tauopathies
Wenjuan Zhang, Yang Yang, Alexey G. Murzin, Benjamin Falcon, Abhay Kotecha, M. van Beers +20 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
afffundunlabeled
BPG: Seamless, Automated and Interactive Visualization of Scientific Data
Christine P’ng, Jeffrey Green, Lauren C. Chong, Daryl Waggott, Stephenie D. Prokopec, Mehrdad Shamsi +33 more
2017· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
33
citations
affunlabeled
Frugivore gut passage increases seed germination: an updated meta-analysis
Haldre S. Rogers, Brittany R. Cavazos, Ann Marie Gawel, Alex Karnish, Courtenay A. Ray, Ethan Rose +2 more
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
33
citations
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
afffundunlabeled
A reference map of the human protein interactome
Katja Luck, Dae‐Kyum Kim, L. Lambourne, Kerstin Spirohn, Bridget E. Begg, Wenting Bian +82 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations

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