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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 Chemistry
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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.

32 results · 1 filter active ·
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20172025
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.
32 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 32 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 32 of 32 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Single-cell analysis targeting the proteome
2020· review· en· Nature Reviews Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
231
citations
affno abstractunlabeled
Radical approaches to C–S bonds
2023· review· en· Nature Reviews Chemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
111
citations
fundno affno abstractunlabeled
Natural product anticipation through synthesis
2022· review· en· Nature Reviews Chemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
81
citations
affno abstractunlabeled
Metal-catalysed C–C bond formation at cyclopropanes
2023· review· en· Nature Reviews Chemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
48
citations
affno abstractunlabeled
Interrupted reactions in chemical synthesis
2021· review· en· Nature Reviews Chemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
43
citations
affno abstractunlabeled
Return to Flatland
2025· review· en· Nature Reviews Chemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
26
citations
affno abstractunlabeled
Steering towards safe self-driving laboratories
2025· review· en· Nature Reviews Chemistry· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
23
citations
affno abstractunlabeled
Playing with chemistry
2018· review· en· Nature Reviews Chemistry· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Don’t let generative AI shape how we see chemistry
2025· review· en· Nature Reviews Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
5
citations
affno abstractunlabeled
2D magnets filled with lithium
2024· review· en· Nature Reviews Chemistry· Materials Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
5
citations
affno abstractunlabeled
Ions go in and new phases appear
2024· review· en· Nature Reviews Chemistry· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Gender equity in funding
2022· review· en· Nature Reviews Chemistry· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Listening to fathers in STEM
2023· review· en· Nature Reviews Chemistry· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
The Science of the Modern Kitchen
2023· review· en· Nature Reviews Chemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+open_science+research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Chromatic inclusivity in chemistry
2024· review· en· Nature Reviews Chemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
1
citations
affno abstractunlabeled
Reflections on the pigments of life
2025· review· en· Nature Reviews Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
0
citations

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