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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 65 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.

afffundunlabeled
Group-IV GeSn Nanophotonics
Anis Attiaoui, Simone Assali, Lu Luo, Gérard Daligou, Mahmoud Atala, Sebastien Koelling +1 more
2022· article· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Amplification in a Hybrid Erbium Silicon Photonic Waveguide
Batoul Hashemi, Bruno L. Segat Frare, Niloofar Majidian Taleghani, Manuel Arturo Méndez-Rosales, P. Ravi Selvaganapathy, Andrew P. Knights +1 more
2025· article· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Metal-Dielectric Waveguide Facet Coatings
Daniel Poitras, Penghui Ma, Pierre G. Verly, Zhenguo Lü, Jiaren Liu, Pedro Barrios +2 more
2016· article· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Monolithically Integrated Visible-Light MEMS Switch
Alperen Gövdeli, Hong Chen, Saeed Sharif Azadeh, John N. Straguzzi, Hongyao Chua, Guo‐Qiang Lo +2 more
2024· book-chapter· en· Springer proceedings in physics· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
O-band sub-wavelength grating coupler
Yun Wang, Luhua Xu, Amar Kumar, David Patel, Zhenping Xing, Rui Li +4 more
2017· article· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Composite superprism demultiplexer
Amin Khorshidahmad, Andrew G. Kirk
2009· article· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Integrated VCSOA and PIN with high sensitivity
Zhixing Dong, Xun Li, Heng Wang, Chengliang Zuo
2019· article· en· Journal of Physics Conference Series· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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