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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
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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 6 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
Hybrid-Chord: A Peer-to-Peer System Based on Chord
Paola Flocchini, Amiya Nayak, Ming Xie
2004· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · metaepi_narrow
11
citations
affno abstractunlabeled
From P2P to reliable semantic P2P systems
Abdul-Rahman Mawlood-Yunis, Michael Weiß, Nicola Santoro
2010· article· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
10
citations
affunlabeled
On the design of hybrid peer-to-peer systems
Stratis Ioannidis, Peter Marbach
2008· article· en· ACM SIGMETRICS Performance Evaluation Review· Computer Science
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
10
citations
affno abstractunlabeled
The design and implementation of a MOO
Ivan Tomek
2000· article· en· Journal of Network and Computer Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Grid Resource Discovery Using Semantic Communities
Juan Li, Son T. Vuong
2005· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
10
citations
afffundunlabeled
A Dynamic Networking Substrate for Distributed MMOGs
Mohsen Ghaffari, Behnoosh Hariri, Shervin Shirmohammadi, Dewan Tanvir Ahmed
2014· article· en· IEEE Transactions on Emerging Topics in Computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
afffundno abstractunlabeled
A peer-to-peer expressway over Chord
Hathai Tanta-ngai, Michael McAllister
2006· article· en· Mathematical and Computer Modelling· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
Block and Transaction Delivery in Ethereum Network
Soosan Naderi Mighan, Jelena Mišić, Vojislav B. Mišić
2023· article· en· IEEE Transactions on Network Science and Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
P2P logging and timestamping for reconciliation
Mounir Tlili, William Kokou Dédzoé, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Pascal Molli +2 more
2008· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations

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