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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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Journal of Optics
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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 ·
Categories
Machine labels · sparse coverage
Evidence
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
2016· article· en· Journal of Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1,327
citations
affunlabeled
Roadmap on metasurfaces
2019· article· en· Journal of Optics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
249
citations
affunlabeled
Roadmap on superoscillations
2019· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
199
citations
affunlabeled
Roadmap on optical metamaterials
2016· article· en· Journal of Optics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
155
citations
afffundunlabeled
Roadmap on structured waves
2023· article· en· Journal of Optics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
125
citations
affunlabeled
Roadmap on holography
2020· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
111
citations
afffundunlabeled
Roadmap for optofluidics
2017· article· en· Journal of Optics· Engineering
distilled prediction:candidate · noneconsensus · none
90
citations
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How this was built: Screen · Findings · About