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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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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.

30 results · 1 filter active ·
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20162025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
30 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 30 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 30 of 30 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Analysis of nanoparticle delivery to tumours
2016· review· en· Nature Reviews Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4,896
citations
affno abstractunlabeled
Chiral-perovskite optoelectronics
2020· review· en· Nature Reviews Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
872
citations
afffundno abstractunlabeled
Nonlinear optical effects in epsilon-near-zero media
2019· review· en· Nature Reviews Materials· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
557
citations
affno abstractunlabeled
Nonreciprocity in acoustic and elastic materials
2020· review· en· Nature Reviews Materials· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
470
citations
afffundno abstractunlabeled
Machine learning for a sustainable energy future
2022· review· en· Nature Reviews Materials· Materials Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow
468
citations
affno abstractunlabeled
Biomaterials for cell transplantation
2018· review· en· Nature Reviews Materials· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
237
citations
fundno affno abstractunlabeled
Mucosa-interfacing electronics
2022· review· en· Nature Reviews Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
98
citations
affno abstractunlabeled
Vapour-deposited perovskite light-emitting diodes
2024· review· en· Nature Reviews Materials· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
79
citations
afffundno abstractunlabeled
How to organize an online conference
2020· review· en· Nature Reviews Materials· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
70
citations
affno abstractunlabeled
Next-generation materials for nucleic acid delivery
2025· review· en· Nature Reviews Materials· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
39
citations
afffundno abstractunlabeled
COVID-19 highlights the model dilemma in biomedical research
2021· review· en· Nature Reviews Materials· Engineering
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
23
citations

How this was built: Screen · Findings · About