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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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Advanced Optical Network 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
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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.

1,139 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.
1,139 works in the cohort · of 4,299,418page 23 of 23

Labels cover 1 of 1,139 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 1,139 of 1,139 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Ethernet Topology Discovery Algorithm
MA Yue-ling
2007· article· en· Microcomputer applications· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Guest Editorial: Next-Generation Optical Communications and Networking
Alex Alvarado, Konrad Banaszek, Junho Cho, Marija Furdek, Marco Secondini, Laurent Schmalen +1 more
2025· editorial· en· IEEE Journal on Selected Areas in Communications· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affunlabeled
40Gbps Optical Transport System, do Carriers need it?
Michel Bélanger, Denis Fluet, Marc Verreault
2001· article· en· Optical Fiber Communication Conference and International Conference on Quantum Information· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Optical Networks: Background and Modeling
Lacra Pavel
2012· book-chapter· en· Birkhäuser Boston eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Network applications of packet-optical layer interworking
J. Fitchett, Hussein T. Mouftah, Billy Wu, J. Gruber
2001· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Comparative performance assessment of switching options
Alex Vukovic, Michel Savoie
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
<title>Managing MPLS/VPNs with policies</title>
Omar Cherkaoui, Mounir Boukadoum, Alain Sarazin
2001· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
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