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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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Software-Defined Networks and 5G
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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
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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.

1,172 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.
1,172 works in the cohort · of 4,299,418page 5 of 24

Labels cover 0 of 1,172 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 1,172 of 1,172 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
CoDeC: A Cost-Effective and Delay-Aware SFC Deployment
Farzad Tashtarian, Mohamed Faten Zhani, Bita Fatemipour
2019· article· en· IEEE Transactions on Network and Service Management· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
A STRIDE Threat Model for 5G Core Slicing
Danish Sattar, Alireza Hosseini Vasoukolaei, Pat Crysdale, Ashraf Matrawy
2021· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
Quartz
Yunpeng James Liu, Peter Gao, Bernard Wong, Srinivasan Keshav
2014· article· en· ACM SIGCOMM Computer Communication Review· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
25
citations
affunlabeled
ReWiFlow
Sajad Shirali-Shahreza, Yashar Ganjali
2015· article· en· ACM SIGCOMM Computer Communication Review· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
24
citations
afffundunlabeled
Beehive
Soheil Hassas Yeganeh, Yashar Ganjali
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Collaborative Multi-domain Routing in SDN Environments
Tarik Moufakir, Mohamed Faten Zhani, Abdelouahed Gherbi, Ouns Bouachir
2021· article· en· Journal of Network and Systems Management· Computer Science
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
U-HAUL
Libin Liu, Hong Xu, Zhixiong Niu, Peng Wang, Dongsu Han
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Dynamic Traffic Diversion in SDN: testbed vs Mininet
R. C. Barrett, Andre Facey, Welile Nxumalo, Josh Rogers, Phil Vatcher, Marc St‐Hilaire
2017· article· en· 2017 International Conference on Computing, Networking and Communications (ICNC)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affunlabeled
Engineering Machine-to-Machine Traffic in 5G
Xu Li, Jaya Rao, Hang Zhang
2015· article· en· IEEE Internet of Things Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Network Slicing with Elastic SFC
Xu Li, Jaya Rao, Hang Zhang, Aaron Callard
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations

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