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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.

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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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Nature Methods
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

403 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
403 works in the cohort · of 4,299,418page 1 of 9

Labels cover 1 of 403 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 403 of 403 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A travel guide to Cytoscape plugins
2012· article· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1,560
citations
affno abstractunlabeled
Statistics versus machine learning
2018· article· en· Nature Methods· Computer Science
distilled prediction:candidate · noneconsensus · none
1,490
citations
affno abstractunlabeled
Principal component analysis
2017· article· en· Nature Methods· Computer Science
distilled prediction:candidate · noneconsensus · none
1,399
citations
fundno affno abstractunlabeled
Protein production and purification
2008· review· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
921
citations
afffundno abstractunlabeled
Neuronal morphometry directly from bitmap images
2014· letter· en· Nature Methods· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
783
citations
affno abstractunlabeled
Model selection and overfitting
2016· article· en· Nature Methods· Computer Science
distilled prediction:candidate · noneconsensus · none
700
citations
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How this was built: Screen · Findings · About