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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 Wireless Communication Technologies
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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.

566 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.
566 works in the cohort · of 4,299,418page 7 of 12

Labels cover 0 of 566 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 566 of 566 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
High-Bandwidth IJTAG over SSN
Jonathan Gaudet, Jan Burchard, Matthias Kampmann, Jean-François Côté, Timothy J. Callahan, Hung Ho Chai +7 more
2024· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
Holograms in Optical Wireless Communications
Mohammed T. Alresheedi, Ahmed Taha Hussein, Jaafar M. H. Elmirghani
2017· book-chapter· en· InTech eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Visible Light Communication Numerous Applications
Ala’ Khalifeh, Hasan Farahneh, Christopher Mekhiel, Xavier Fernando
2017· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Layered hybrid PAM-DMT for IM/DD OWC systems
Zuhang Geng, Xinke Tang, Xiaoping Zhang, Yuhan Dong
2023· article· en· Optics Express· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Visible Light Communication Numerous Applications
Ala’ Khalifeh, Hasan Farahneh, Christopher Mekhiel, Xavier Fernando
2018· book-chapter· en· Advances in environmental engineering and green technologies book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundunlabeled
Design and optimization of indoor optical wireless positioning systems
Mark H. Bergen, D. Guerrero, Xian Jin, Blago A. Hristovski, Hugo A. L. F. Chaves, Richard Klukas +1 more
2016· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Free Space Optics: Atmospheric Effects & Back U
Gurdeep Singh, Tanvir Singh, Vinaykant, Vasishath Kaushal
2011· article· en· International Journal of Research in Computer Science· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
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How this was built: Screen · Findings · About