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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
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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 8 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
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
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
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
Tumor mutational landscape is a record of the pre-malignant state
Kirsten Kübler, Rosa Karlić, Nicholas J. Haradhvala, Kyungsik Ha, Jaegil Kim, Maja Kuzman +34 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affunlabeled
Applications for deep learning in ecology
Sylvain Christin, Éric Hervet, Nicolas Lecomte
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
affunlabeled
A planarian nidovirus expands the limits of RNA genome size
Amir Saberi, Anastasia Gulyaeva, John L. Brubacher, Phillip A. Newmark, Alexander E. Gorbalenya
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
afffundunlabeled
Analysis of task-based functional MRI data preprocessed with fMRIPrep
Oscar Estéban, Rastko Ćirić, Karolina Finc, Ross Blair, Christopher J. Markiewicz, Craig A. Moodie +21 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affunlabeled
JARA: ‘Just Another Red-List Assessment’
Henning Winker, Nathan Pacoureau, Richard B. Sherley
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
affunlabeled
A field guide for the compositional analysis of any-omics data
Thomas P. Quinn, Ionas Erb, Gregory B. Gloor, Cédric Notredame, Mark F. Richardson, Tamsyn M. Crowley
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Analyzing ecological networks of species interactions
Eva Delmas, Mathilde Besson, Marie‐Hélène Brice, Laura A. Burkle, Giulio Valentino Dalla Riva, Marie‐Josée Fortin +8 more
2017· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Cellular correlates of cortical thinning throughout the lifespan
Didac Vidal‐Piñeiro, Nadine Parker, Jean Shin, Leon French, Håkon Grydeland, Andrea Parolin Jackowski +8 more
2019· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations

How this was built: Screen · Findings · About