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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 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 16 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.

affunlabeled
A Reliable SLA-based Admission Controller for MPLS Networks
Jian Pu, Kin F. Li, Mostofa Akbar, Gholamali C. Shoja, Eric G. Manning
2007· article· en· 2007 IFIP International Conference on Network and Parallel Computing Workshops (NPC 2007)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Optical Networks Control and Management
Jing Wu, Lena Wosinska, Gangxiang Shen, Salvatore Spadaro
2014· article· en· Journal of Network and Systems Management· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
SONET over RPR
Ammar Hamad, Michel Kadoch
2015· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Design of all Optical Packet Switching Networks
Hussein T. Mouftah
2002· article· en· Maǧallaẗ ǧāmiʿaẗ al-Sulṭān Qābūs li-l-ʿulūm/Sultan Qaboos University journal for science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Survivable Routing with Dynamic Traffic
Hussein T. Mouftah, Pin‐Han Ho
2003· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Improved algorithms for optimal embeddings
Nishanth Chandran, Ryan Moriarty, Rafail Ostrovsky, Omkant Pandey
2008· article· en· ACM Transactions on Algorithms· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
100G and Beyond
Kim Roberts
2014· article· en· Optical Fiber Communication Conference· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Optical communications [Series Editorial
Osman S. Gebizlioglu, Hideo Kuwahara, V.K. Jain, John Spencer
2010· article· en· IEEE Communications Magazine· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About