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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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Advanced Functional Materials
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Retraction
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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
fundfunder
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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.

964 results · 1 filter active ·
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20012025
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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.
964 works in the cohort · of 4,299,418page 11 of 20

Labels cover 1 of 964 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 964 of 964 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Reinventing Butyl Rubber for Stretchable Electronics
Akhil Vohra, Heather L. Filiatrault, Stanley D. Amyotte, R. Stephen Carmichael, Natalie D. Suhan, Conrad Siegers +3 more
2016· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
A Birefringent and Transparent Electrical Conductor
Kenneth D. Harris, Andy C. van Popta, Jeremy C. Sit, Dirk J. Broer, Michael J. Brett
2008· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
afffundunlabeled
Strut‐Based Cellular to Shellular Funicular Materials
Mostafa Akbari, Armin Mirabolghasemi, Mohammad Bolhassani, Abdolhamid Akbarzadeh, Masoud Akbarzadeh
2022· article· en· Advanced Functional Materials· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
33
citations
afffundunlabeled
Light–Matter Interaction in Quantum Confined 2D Polar Metals
Katharina Nisi, S. Subramanian, Wen He, Kanchan Ulman, Hesham El‐Sherif, Florian Sigger +9 more
2020· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
31
citations
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How this was built: Screen · Findings · About