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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 Networking and Applications
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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.

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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.

93 results · 1 filter active ·
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20082025
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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.
93 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 93 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 93 of 93 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
SPACE: A lightweight collaborative caching for clusters
Mursalin Akon, Towhidul Islam, Xuemin Shen, Ajit Singh
2009· article· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Revisiting FAW attack in an imperfect PoW blockchain system
Haoran Zhu, Xiaolin Chang, Jelena Mišić, Vojislav B. Mišić, Runkai Yang
2022· article· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Popularity-aware prefetch in P2P range caching
Qiang Wang, Khuzaima Daudjee, M. TAMER ÖZSU
2009· article· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Editorial: Special issue on mobile P2P networking and computing
Li Li, Jiannong Cao, Kurt Tutschku
2009· editorial· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Reducing the number of transaction messages in bitcoin
Vojislav B. Mišić, Jelena Mišić, Xiaolin Chang
2022· article· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Peer-to-peer as an infrastructure service
Jiangchuan Liu, Ke Xu, Yongqiang Xiong, Dongchao Ma, Kai Shuang
2014· article· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
A fault tolerant peer-to-peer spatial data structure
Pouya Bisadi, Zahra Mirikharaji, Bradford G. Nickerson
2016· article· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Improving sustainability of BitTorrent darknets
Xiaowei Chen, Xiaowen Chu, Zongpeng Li
2012· article· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Editorial: Peer-to-peer networking and applications, volume 3, issue 2
Xuemin Shen, Heather Yu
2010· editorial· en· Peer-to-Peer Networking and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations
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