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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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Network Traffic and Congestion Control
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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.

1,183 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.
1,183 works in the cohort · of 4,299,418page 2 of 24

Labels cover 1 of 1,183 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 1,183 of 1,183 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Router buffer sizing revisited
Ravi S. Prasad, Constantine Dovrolis, Marina Thottan
2007· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Scalable streaming for heterogeneous clients
Liqi Shi, Phillipa Sessini, Anirban Mahanti, Zongpeng Li, Derek L. Eager
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
A performance comparison of dynamic Web technologies
Lance Titchkosky, Martin Arlitt, Carey Williamson
2003· article· en· ACM SIGMETRICS Performance Evaluation Review· Computer Science
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Locating internet bottlenecks
Ningning Hu, Li Li, Z. Morley Mao, Peter Steenkiste, Jia Wang
2004· article· en· ACM SIGCOMM Computer Communication Review· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
39
citations
affunlabeled
TCP over WiMAX: A Measurement Study
Emir Halepovic, Qian Wu, Carey Williamson, Majid Ghaderi
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Low-latency adaptive streaming over tcp
Ashvin Goel, Charles Krasic, Jonathan Walpole
2008· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
38
citations
affunlabeled
Celerity
Xiangwen Chen, Minghua Chen, Baochun Li, Yao Zhao, Yunnan Wu, Jin Li
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Internet Traffic Data
William S. Cleveland, Don X. Sun
2000· article· en· Journal of the American Statistical Association· Computer Science
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
DeepQueueNet
Qingqing Yang, Xi Peng, Li Chen, Libin Liu, Jingze Zhang, Hong Xu +2 more
2022· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
A Survey of PCN-Based Admission Control and Flow Termination
Michael Menth, Frank Lehrieder, Bob Briscoe, Philip Eardley, Toby Moncaster, J. Babiarz +7 more
2010· article· en· IEEE Communications Surveys & Tutorials· Computer Science
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Comparing the performance of web server architectures
David Pariag, Tim Brecht, Ashif S. Harji, Peter A. Buhr, Amol Shukla, David R. Cheriton
2007· article· en· ACM SIGOPS Operating Systems Review· Computer Science
distilled prediction:candidate · noneconsensus · none
29
citations

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