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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
fundfunder
venuejournal
aboutaboutness

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 2 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. 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.

affunlabeled
Establishment of Dynamic Lightpaths in Filterless Optical Networks
Guillaume Mantelet, Andrew S. Cassidy, Christine Tremblay, David V. Plant, Paul Littlewood, Michel Bélanger
2013· article· en· Journal of Optical Communications and Networking· Engineering
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
An exact algorithm for the network pricing problem
Luce Brotcorne, Fabien Cirinei, Patrice Marcotte, Gilles Savard
2010· article· en· Discrete Optimization· Engineering
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
On multicast traffic grooming in WDM networks
Ahmad Nabil Mohd Khalil, Chadi Assi, A. Hadjiantonis, Georgios Ellinas, M.A. Ali
2004· article· en· Engineering
machine prediction:candidate · noneconsensus · none
27
citations
afffundaboutunlabeled
Customer‐managed end‐to‐end lightpath provisioning
Jing Wu, Michel Savoie, Scott Campbell, Hanxi Zhang, Gregor von Bochmann, Bill St. Arnaud
2005· article· en· International Journal of Network Management· Engineering
machine prediction:candidate · noneconsensus · none
23
citations
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How this was built: Screen · Findings · About