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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
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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 10 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
PSBench
Kaiwen Zhang, Tilmann Rabl, Yi Ping Sun, Rushab Kumar, Nayeem Zen, Hans‐Arno Jacobsen
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Journey, a shared virtual space middleware
Alexandre Denault
2011· article· en· eScholarship@McGill (McGill)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
A Reference Model for Semantic Peer-to-Peer Networks
Abdul-Rahman Mawlood-Yunis, Michael Weiß, Nicola Santoro
2009· book-chapter· en· Lecture notes in business information processing· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
4
citations
affno abstractunlabeled
Handling Free Riders in Peer-to-Peer Systems
Loubna Mekouar, Youssef Iraqi, Raouf Boutaba
2006· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
3
citations
affunlabeled
An Ontological Framework for Large-Scale Grid Resource Discovery
Juan Li, Son T. Vuong
2007· article· en· Proceedings - IEEE Symposium on Computers and Communications/IEEE Symposium on Computers and Communications· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
3
citations
affno abstractunlabeled
Open Problems in Web 2.0 User Content Sharing
San-Tsai Sun, Konstantin Beznosov
2009· book-chapter· en· IFIP advances in information and communication technology· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
3
citations
affunlabeled
Peer coordination through distributed triggers
Verena Kantere, Maher Manoubi, Iluju Kiringa, Timos Sellis, John Mylopoulos
2010· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Topology Sensitive Replica Selection
Dmitry Brodsky, Michael J. Feeley, Norman C. Hutchinson
2006· article· en· Proceedings/Proceedings - Symposium on Reliable Distributed Systems· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
affunlabeled
Brief announcement
Chen Chen, Roman Vitenberg, Hans‐Arno Jacobsen
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Invisible Network: Concepts and Architecture
Muthucumaru Maheswaran, Balasubramaneyam Maniymaran, Paul Card, Farag Azzedin
2003· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
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