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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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Optical Coatings and Gratings
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.

491 results · 1 filter active ·
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20002025
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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.
491 works in the cohort · of 4,299,418page 4 of 10

Labels cover 0 of 491 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 491 of 491 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Rugate filters grown by Glancing Angle Deposition
Kate Kaminska, Tim Brown, Gisia Beydaghyan, Kevin Robbie
2003· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Moth-eye antireflection nanostructure on glass for CubeSats
Yaoze Liu, Mohammad Soltani, Ripon Kumar Dey, Bo Cui, Regina Lee, Hugh Podmore
2018· article· en· Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena· Materials Science
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Painting in polarization
Aaron D. Slepkov
2022· article· en· American Journal of Physics· Materials Science
distilled prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
Optical and crystalline characteristics of large EFG sapphire sheet
Herbert E. Bates, Christopher Jones, John W. Locher
2005· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
afffundunlabeled
Fabrication of slanted gratings by using glancing angle deposition
Hongwen Wu, Aixi Pan, Chenxu Zhu, Bo Cui
2024· article· en· Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena· Materials Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
A novel design for a cryogenic, angle-scanned, Fabry-Pérot interferometer
David A. Naylor, Adam J. Christiansen, Ian Veenendaal, Brad G. Gom, T. Fulton, Willem Jellema +2 more
2018· article· en· Advances in Optical and Mechanical Technologies for Telescopes and Instrumentation III· Materials Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Photonic device applications of nano-engineered thin film materials
Peter C. P. Hrudey, Andy C. van Popta, Jeremy C. Sit, Michael J. Brett
2005· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
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