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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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Nature Protocols
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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.

232 results · 1 filter active ·
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20062025
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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.
232 works in the cohort · of 4,299,418page 5 of 5

Labels cover 0 of 232 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 232 of 232 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
fMRI data acquisition and analysis for task-free, anesthetized rats
Roël M. Vrooman, Monica van den Berg, Gabriel Desrosiers-Grégoire, Wessel A van Engelenburg, Marie E Galteau, Sung-Ho Lee +17 more
2025· review· en· Nature Protocols· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
9
citations
affno abstractunlabeled
Author Correction: The maternal serum metabolome by multisegment injection-capillary electrophoresis-mass spectrometry: a high-throughput platform and standardized data workflow for large-scale epidemiological studies
Meera Shanmuganathan, Zachary Kroezen, Biban Gill, Sandi M. Azab, Russell J. de Souza, Koon Teo +5 more
2021· article· en· Nature Protocols· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affno abstractunlabeled
Transcriptomic profiling of individual bacteria by MATQ-seq
Christina Homberger, Fabian Imdahl, Regan J. Hayward, Lars Barquist, Antoine‐Emmanuel Saliba, Jörg Vogel
2025· review· en· Nature Protocols· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
8
citations
afffundno abstractunlabeled
Integrating optical neuroscience tools into touchscreen operant systems
Patrick T. Piantadosi, Oren Princz‐Lebel, Miguel Skirzewski, Julie R. Dumont, Daniel Palmer, Sara Memar +4 more
2025· review· en· Nature Protocols· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+research_integrityconsensus · research_integrity
2
citations
afffundno abstractunlabeled
Laser microsurgery for presynaptic interrogation
Hovy Ho‐Wai Wong, Alanna J. Watt, P. Jesper Sjöström
2025· review· en· Nature Protocols· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affno abstractunlabeled
Author Correction: Guidance for quantitative confocal microscopy
James Jonkman, Claire M. Brown, Graham Wright, Kurt I. Anderson, Alison J. North
2020· erratum· en· Nature Protocols· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affno abstractunlabeled
Author Correction: Transcriptomic profiling of individual bacteria by MATQ-seq
Christina Homberger, Fabian Imdahl, Regan J. Hayward, Lars Barquist, Antoine‐Emmanuel Saliba, Jörg Vogel
2025· erratum· en· Nature Protocols· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations

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