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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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Caching and Content Delivery
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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.

879 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.
879 works in the cohort · of 4,299,418page 14 of 18

Labels cover 3 of 879 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 879 of 879 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Linear Hashing Implementations for Flash Memory
A. Feltham, Nadir Ould-Khessal, Spencer MacBeth, Scott Fazackerley, Ramon Lawrence
2020· book-chapter· en· Lecture notes in business information processing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Bulk Loading a Linear Hash File
Davood Rafiei, Cheng Hu
2006· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
A model for learning the news in social networks
Krishnan Rajagopalan, Venkatesh Srinivasan, Alex Thomo
2013· article· en· Annals of Mathematics and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Adaptive Delivery in Caching Networks
Seyed Ali Saberali, Hamidreza Ebrahimzadeh Saffar, Lutz Lampe, Ian F. Blake
2017· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Nomadic Web Service Clients
K. Elbashir, Ralph Deters
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Category-Based YouTube Request Pattern Characterization
Shaiful Chowdhury, Dwight Makaroff
2014· book-chapter· en· Lecture notes in business information processing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Online Social Media Sharing
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Internet Multimedia Content Distribution
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Peer-Assisted Media Streaming: A Holistic Review
Yuan Feng, Baochun Li
2010· review· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Mobile internet: content, security and terminal
Jun Guo, Sung Ho Cho, Xiaoming Fu, Nirwan Ansari, Hong Ji
2015· article· en· International Journal of Communication Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
PSoCCN
Nischay Bodapati, Kaiwen Zhang, Hans‐Arno Jacobsen
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
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