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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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Photonic and Optical Devices
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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.

3,775 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.
3,775 works in the cohort · of 4,299,418page 29 of 76

Labels cover 8 of 3,775 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 3,775 of 3,775 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Mid-infrared group IV nanowire laser
Youngmin Kim, Simone Assali, Junyu Ge, Sebastian Koelling, Manlin Luo, Lu Luo +7 more
2025· article· en· Science Advances· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Leaky and waveguide modes in biperiodic holograms
Hamid Keshmiri, Fahimeh Armin, Kareem Elsayad, Frank Schreiber, M. Moreno
2021· article· en· Scientific Reports· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Transfer-Printed Multiple GeSn Membrane Mid-Infrared Photodetectors
Cédric Lemieux‐Leduc, Mahmoud R. M. Atalla, Simone Assali, Sebastian Koelling, Patrick Daoust, Lu Luo +5 more
2024· article· en· IEEE Journal of Selected Topics in Quantum Electronics· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Polyimide-based fiber optic humidity sensor
Xing Li, Gino Rinaldi, Muthukumaran Packirisamy, Ion Stiharu
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Bragg-grating air-slot optical waveguide for label-free sensing
A. S. Jugessur, Mariya Yagnyukova, James Dou, J. Stewart Aitchison
2012· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Single-ion detection
Reuven Gordon
2016· article· en· Nature Photonics· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Selecting the polarization in silicon photonic wire components
Dan‐Xia Xu, A. Delâge, Jens H. Schmid, Rubin Ma, Shurui Wang, J. Lapointe +3 more
2012· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
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