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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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SpringerBriefs in computer science
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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.

153 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
153 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 153 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 153 of 153 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Wireless Sensor Networks
2014· book· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
37
citations
affno abstractunlabeled
Conventional Energy Detector
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affno abstractunlabeled
Big Data Analysis
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
14
citations
affno abstractunlabeled
Security and Privacy in Mobile Social Networks
2013· book· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
14
citations
affno abstractunlabeled
Introduction to Wireless Multi-Hop Networks
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Security for Multi-hop Wireless Networks
2014· book· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Generative Methods for Social Media Analysis
2023· book· en· SpringerBriefs in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
Routing for Wireless Multi-Hop Networks
2013· book· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
10
citations
affno abstractunlabeled
Smart Grid Communications Network (SGCN)
2014· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affno abstractunlabeled
Big Data Storage
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
8
citations
affno abstractunlabeled
Maritime Wideband Communication Networks
2014· book· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affno abstractunlabeled
Cooperative Cognitive Radio Networking
2013· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Querying over Encrypted Data in Smart Grids
2014· book· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
5
citations
affno abstractunlabeled
Linear-Time Network Hardening
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Minimum-Cost Network Hardening
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
4
citations
affno abstractunlabeled
Sustainable Wireless Networks
2013· book· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
Lessons Learned and Outlook
2023· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Secure IP Mobility Management for VANET
2013· book· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Collaborative Web Hosting
2014· book· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
2
citations
affno abstractunlabeled
Diversity Techniques and Cooperative Networks
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
2
citations
affno abstractunlabeled
Literature Review and Background
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations
affno abstractunlabeled
Indexing on Non-Volatile Memory
2023· book· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Representation by Graphs
2012· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Voice Capacity Analysis
2014· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Performance Measurements
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Introduction
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Creating AI Persona
2025· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Distributed Space-Time Coding
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Conclusions and Future Research Directions
2024· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
1
citations
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