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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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Peer-to-Peer 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
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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.

880 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
880 works in the cohort · of 4,299,418page 5 of 18

Labels cover 1 of 880 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 880 of 880 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Choosing a Random Peer in Chord
Valerie King, Scott Lewis, Jared Saia, Maxwell Young
2007· article· en· Algorithmica· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Pando
2019· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
A new multihoming architecture based on overlay network
Satoshi Uda, Ogashiwa Nobuo, Kenichi Nagami, Kuniaki Kondo, Ikuo Nakagawa, Yoichi Shinoda +1 more
2006· article· en· Electronics and Communications in Japan (Part I Communications)· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
13
citations
affunlabeled
RAON: a P2P network for MANET
G. Lau, Muhammad Jaseemuddin, G. Ravindran
2005· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Scalable on-demand media streaming for heterogeneous clients
Phillipa Gill, Liqi Shi, Anirban Mahanti, Zongpeng Li, Derek L. Eager
2008· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
12
citations
affunlabeled
An adaptive virtual simulation and real-time emergency response system
Azzedine Boukerche, Ming Zhang, Richard W. Pazzi
2009· article· en· Proceedings of the ... IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems./Proceedings of the ... IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · metaepi_narrow
12
citations
affunlabeled
Scalable on-demand media streaming with packet loss recovery
Anirban Mahanti, Derek L. Eager, Mary K. Vernon, David Sundaram-Stukel
2001· article· en· ACM SIGCOMM Computer Communication Review· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
12
citations
affno abstractunlabeled
Fighting pollution attacks in P2P streaming
Md. Tauhiduzzaman, Mea Wang
2015· article· en· Computer Networks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
afffundno abstractunlabeled
Towards automating overlay network management
Ibrahim Al‐Oqily, A. Karmouch
2008· article· en· Journal of Network and Computer Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations

How this was built: Screen · Findings · About