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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.

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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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.

80 results · 1 filter active ·
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20102025
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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.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 80 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 80 of 80 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Roadmap on structured light
Halina Rubinsztein‐Dunlop, Andrew Forbes, Michael Berry, Mark R. Dennis, Davıd L. Andrews, Masud Mansuripur +24 more
2016· article· en· Journal of Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1,327
citations
affunlabeled
Intense terahertz radiation and their applications
Hassan A. Hafez, X. Chai, A. Ibrahim, S. Mondal, Denis Férachou, X. Ropagnol +1 more
2016· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
388
citations
affunlabeled
Roadmap on metasurfaces
Óscar Quevedo-Teruel, Hongsheng Chen, Ana Díaz‐Rubio, Gurkan Gok, Anthony Grbic, Gabriele Minatti +27 more
2019· article· en· Journal of Optics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
249
citations
affunlabeled
Roadmap on superoscillations
Michael Berry, Nikolay I. Zheludev, Yakir Aharonov, Fabrizio Colombo, Irene Sabadini, Daniele C. Struppa +20 more
2019· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
199
citations
fundno affunlabeled
Roadmap on spatiotemporal light fields
Yijie Shen, Qiwen Zhan, Logan G. Wright, Demetrios N. Christodoulides, Frank W. Wise, Alan E. Willner +36 more
2023· article· en· Journal of Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
186
citations
affunlabeled
Roadmap on optical metamaterials
Augustine Urbas, Zubin Jacob, Luca Dal Negro, Nader Engheta, P. Egan, Alexander B. Khanikaev +27 more
2016· article· en· Journal of Optics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
155
citations
afffundunlabeled
Roadmap on structured waves
Konstantin Y. Bliokh, Ebrahim Karimi, Miles J. Padgett, Miguel A. Alonso, Mark R. Dennis, Angela Dudley +44 more
2023· article· en· Journal of Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
125
citations
affunlabeled
Roadmap on holography
John T. Sheridan, Raymond K. Kostuk, Antonio Fimia Gil, Y Wang, Wengao Lu, Haizheng Zhong +49 more
2020· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
111
citations
affunlabeled
Roadmap on optical communications
Erik Agrell, Magnus Karlsson, Francesco Poletti, Shu Namiki, Xi Chen, Leslie A. Rusch +16 more
2024· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
93
citations
afffundunlabeled
Roadmap for optofluidics
P. Minzioni, Roberto Osellame, C. Sada, Shen Zhao, Fiorenzo G. Omenetto, Kristinn B. Gylfason +19 more
2017· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
90
citations
afffundunlabeled
Silicon photonic modulators for PAM transmissions
Wei Shi, Ye-Long Xu, Hassan Sepehrian, Sophie LaRochelle, Leslie A. Rusch
2018· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
51
citations
afffundunlabeled
Strong optical field ionisation of solids
Chris McDonald, A Ben Taher, Thomas Brabec
2017· article· en· Journal of Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
11
citations
afffundunlabeled
Lifetime-weighted photoacoustic imaging
Alex Forbrich, Peng Shao, Wei Shi, Roger J. Zemp
2016· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
9
citations

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