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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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Advanced optical system design
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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
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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.

129 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.
129 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 129 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 129 of 129 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
Tolerancing panoramic lenses
Jocelyn Parent, Simon Thibault
2009· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Microlens Arrays for Optoelectronic Devices.
Francis M. Houlihan, Madan Kunnavakham, Alex Liddle, Peter A. Mirau, Om Nalamasu, John A. Rogers
2002· article· en· Journal of Photopolymer Science and Technology· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Novel hemispheric image formation: concepts and applications
Simon Thibault, Pierre Konen, Patrice Roulet, Mathieu Villegas
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Disruptive advancement in precision lens mounting
Frédéric Lamontagne, Nichola Desnoyers, Michel Doucet, Patrice Côté, Jonny Gauvin, Geneviève Anctil
2015· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Distributed wavefront coding for wide angle imaging system
Martin Larivière-Bastien, Hu Zhang, Simon Thibault
2011· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Lau array illuminator
Habib Hamam
2004· article· en· Applied Optics· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Lens auto-centering
Frédéric Lamontagne, Nichola Desnoyers, Michel Doucet, Patrice Côté, Jonny Gauvin, Geneviève Anctil +1 more
2015· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Wide-angle lens miniaturization through foveated imaging
Xavier Dallaire, Simon Thibault
2015· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
machine prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About