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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 Reviews Methods Primers
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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.

26 results · 1 filter active ·
Results by year
20212025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
26 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 26 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 26 of 26 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Photocatalytic CO2 reduction
2023· article· en· Nature Reviews Methods Primers· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
720
citations
affno abstractunlabeled
Biocatalysis
2021· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
650
citations
affno abstractunlabeled
High-content CRISPR screening
2022· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
574
citations
affno abstractunlabeled
Bioorthogonal chemistry
2021· article· nl· Nature Reviews Methods Primers· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
559
citations
afffundno abstractunlabeled
Sustainable polymers
2022· article· en· Nature Reviews Methods Primers· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
336
citations
afffundno abstractunlabeled
High-content CRISPR screening
2022· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
253
citations
affno abstractunlabeled
Nested sampling for physical scientists
2022· article· en· Nature Reviews Methods Primers· Computer Science
distilled prediction:candidate · noneconsensus · none
151
citations
afffundno abstractunlabeled
Finite-difference time-domain methods
2023· article· en· Nature Reviews Methods Primers· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
142
citations
affno abstractunlabeled
Ocean biogeochemical modelling
2022· article· en· Nature Reviews Methods Primers· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
134
citations
affno abstractunlabeled
Subcellular proteomics
2021· article· en· Nature Reviews Methods Primers· Chemistry
distilled prediction:candidate · noneconsensus · none
126
citations
affno abstractunlabeled
Muon spin spectroscopy
2022· article· en· Nature Reviews Methods Primers· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
117
citations
affno abstractunlabeled
Biocarbon materials
2024· article· en· Nature Reviews Methods Primers· Engineering
distilled prediction:candidate · noneconsensus · none
92
citations
afffundno abstractunlabeled
Multiphoton intravital microscopy of rodents
2022· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
66
citations
affno abstractunlabeled
A guide to single-particle tracking
2024· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
55
citations
affno abstractunlabeled
Surface plasmon resonance sensing
2025· article· en· Nature Reviews Methods Primers· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
41
citations
affno abstractunlabeled
In vivo NMR spectroscopy
2023· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations

How this was built: Screen · Findings · About