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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
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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 9 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
Monitoring Interactivity in a Web-Based Community
Chima Adiele, Wesley Penner
2006· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+research_integrityconsensus · none
5
citations
affno abstractunlabeled
Modeling and Evaluating Cooperation Strategies in P2P Agent Systems
Loris Penserini, Lei Liu, John Mylopoulos, Maurizio Panti, Luca Spalazzi
2007· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
5
citations
affunlabeled
Structured Peer-to-Peer Control Plane
Khashayar Khavari, Nadeem Abji, Ramy Farha, Chuen Liang, Ali Tizghadam, Farid Fadaie +1 more
2006· article· en· 2006 IEEE International Conference on Communications· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
5
citations
affunlabeled
An Expedite State Dissemination Mechanism for MMOGs
Dewan Tanvir Ahmed, Shervin Shirmohammadi
2008· article· en· Proceedings of the ... International Symposium on Parallel Architectures, Algorithms, and Networks (ISPAN)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
When multi-touch meets streaming
Zimu Liu, Yuan Feng, Baochun Li
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Peer-to-Peer Streaming Systems
Yifeng He, Ling Guan
2010· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Distributed wikis: a survey
Alan Davoust, Hala Skaf‐Molli, Pascal Molli, Babak Esfandiari, Khaled Aslan
2014· article· en· Concurrency and Computation Practice and Experience· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
The XtreemOS Resource Selection Service
Corina Stratan, Jan Šácha, Jeff Napper, Paolo Costa, Guillaume Pierre
2012· article· en· ACM Transactions on Autonomous and Adaptive Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About