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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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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
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.

880 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.
880 works in the cohort · of 4,299,418page 7 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.

affunlabeled
On block delivery time in Ethereum network
Soosan Naderi Mighan, Jelena Mišić, Vojislav B. Mišić
2022· article· en· GLOBECOM 2022 - 2022 IEEE Global Communications Conference· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
8
citations
affunlabeled
Software indexing for reuse
Steven Fraser, Jose Duran, R. Aubin
2003· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Semantic partitioning of peer-to-peer search space
Habib Rostami, Jafar Habibi, Emad Livani
2008· article· en· Computer Communications· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
8
citations
affunlabeled
Hierarchically distributed tree
Azzedine Boukerche, Yunfeng Gu
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Gossip Protocols for Renaming and Sorting
George Giakkoupis, Anne-Marie Kermarrec, Philipp Woelfel
2013· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
7
citations
affunlabeled
Rise and fall of the peer-to-peer empire
Baochun Li, Yuan Feng, Bo Li
2012· article· en· Tsinghua Science & Technology· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
7
citations
affno abstractunlabeled
Overlay Networks with Linear Capacity Constraints
Ying Zhu, Baochun Li
2005· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
7
citations
affno abstractunlabeled
Small-World Peer-to-Peer for Resource Discovery
Lu Liu, Nick Antonopoulos, Stephen Mackin
2008· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
7
citations
afffundunlabeled
The Analysis of Kademlia for Random IDs
Xing Shi Cai, Luc Devroye
2015· article· en· Internet Mathematics· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Modeling of free riders in P2P live streaming systems
Istiaque Shahriar, Dongyu Qiu, Brigitte Jaumard
2017· article· en· 2017 International Conference on Computing, Networking and Communications (ICNC)· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
7
citations
affunlabeled
Grand challenge
Hans‐Arno Jacobsen, Kianoosh Mokhtarian, Tilmann Rabl, Mohammad Sadoghi, Reza Sherafat Kazemzadeh, Young Yoon +1 more
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
afffundunlabeled
Network Latency Classification for Computer Games
Albert Wong, Chunyin Chiu, Gaétan Hains, James Behnke, Youry Khmelevsky, Tyler Sutherland
2021· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
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