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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
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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
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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 6 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.

fundno affno abstractunlabeled
Front Matter: Volume 10332
2017· paratext· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Confronting the Diffraction Limit
Harry Levinson
2009· book-chapter· en· SPIE eBooks· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
The ELT/METIS annular groove phase masks
Christian Delacroix, Lorenzo König, Olivier Absil, Gilles Orban de Xivry, Pontus Forsberg, Mikael Karlsson +3 more
2024· article· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affno abstractunlabeled
Front Matter: Volume 10061
2017· paratext· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affunlabeled
Front Matter: Volume 7903
Proceedings of SPIE
2011· paratext· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Broadband tunable Fabry-Perot filters
Li Li, Daniel Poitras, Xiaoshu Tong
2004· article· en· Optical Interference Coatings· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affunlabeled
Front Matter: Volume 7110
Proceedings of SPIE
2008· paratext· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Band Stop Filter Using LPE-YIG Films
Tung-Lin Tsai, J.C. Sethares
2005· article· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
afffundno abstractunlabeled
Nanoindentation of Microspring Thin Films
M. Seto, Brian Dick, Michael J. Brett
2000· article· en· MRS Proceedings· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Mid-IR AGPMs for ELT applications
2014· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
High sensitivity of SPR with microplasmonic structures
Ludovic S. Live, Jean‐François Masson
2010· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Materials Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Design of high-index-contrast grating as quarter-wave plates
JiaJian Zheng, Xiaoying Liu, Zhijun Yan, Xi Zhang, Shuailong Yang
2019· article· en· Second Symposium on Novel Technology of X-Ray Imaging· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
fundno affno abstractunlabeled
Front Matter: Volume 10313
2017· paratext· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affaboutunlabeled
J A Dobrowolski (1931–2013): in memoriam
Brian Sullivan, Li Li, Peter Dawson
2013· article· en· Applied Optics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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