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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 ·
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20122025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
153 works in the cohort · of 4,299,418page 2 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Human Digital Twin
Samuel D. Okegbile, Jun Cai, Changyan Yi
2024· book· en· SpringerBriefs in computer science· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Performance Measurements
Saman Atapattu, Chintha Tellambura, Hai Jiang
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Creating AI Persona
Gulnara Z. Karimova
2025· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Trust-Aware Cooperative Networking
Ning Zhang, J.W. Mark
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
SGCN: Further Aspects and Issues
Quang‐Dung Ho, Yue Gao, Gowdemy Rajalingham, Tho Le‐Ngoc
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Spaces with a Single Center
David B. Skillicorn
2012· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Prediction Based Resource Allocation
Muhammad Ismail, Weihua Zhuang
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Conclusions and Open Issues
Sherin Abdel Hamid, Hossam S. Hassanein, Glen Takahara
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Naming
Reaz Ahmed, Raouf Boutaba
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Availability
Reaz Ahmed, Raouf Boutaba
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
CoMP: Architectures and Implementations
Duy H. N. Nguyen, Tho Le‐Ngoc
2014· book-chapter· en· SpringerBriefs in computer science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Service Response Time of Elastic Data Traffic
Subodha Gunawardena, Weihua Zhuang
2014· book-chapter· en· SpringerBriefs in computer science· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
NVM Hardware and Software
Kaisong Huang, Tianzheng Wang
2023· book-chapter· en· SpringerBriefs in computer science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Service Response Time of Interactive Data Traffic
Subodha Gunawardena, Weihua Zhuang
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Decentralized Optimal Resource Allocation
Muhammad Ismail, Weihua Zhuang
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Conclusion
Reaz Ahmed, Raouf Boutaba
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Conclusions and Future Works
Hassan Aboubakr Omar, Weihua Zhuang
2014· book-chapter· en· SpringerBriefs in computer science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Reaz Ahmed, Raouf Boutaba
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The VeMAC Protocol
Hassan Aboubakr Omar, Weihua Zhuang
2014· book-chapter· en· SpringerBriefs in computer science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Ning Zhang, J.W. Mark
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
A Primer on Database Indexing
Kaisong Huang, Tianzheng Wang
2023· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Concluding Remarks
Ning Zhang, J.W. Mark
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Range Indexes on Non-Volatile Memory
Kaisong Huang, Tianzheng Wang
2023· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Framework for Wireless Virtualization
Heming Wen, Prabhat Kumar Tiwary, Tho Le‐Ngoc
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Subodha Gunawardena, Weihua Zhuang
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Relaying: An Overview
Leonardo Jiménez Rodríguez, Nghi H. Tran, Tho Le‐Ngoc
2015· book-chapter· en· SpringerBriefs in computer science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Performance and Feasibility of GPSR and RPL in NANs
Quang‐Dung Ho, Yue Gao, Gowdemy Rajalingham, Tho Le‐Ngoc
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Saman Atapattu, Chintha Tellambura, Hai Jiang
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Hash Tables on Non-Volatile Memory
Kaisong Huang, Tianzheng Wang
2023· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Summary
Kaisong Huang, Tianzheng Wang
2023· book-chapter· en· SpringerBriefs in computer science· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Hassan Aboubakr Omar, Weihua Zhuang
2014· book-chapter· en· SpringerBriefs in computer science· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Collaborative Web Search
Reaz Ahmed, Raouf Boutaba
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Plexus: Routing and Indexing
Reaz Ahmed, Raouf Boutaba
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Alternative Forms of Energy Detectors
Saman Atapattu, Chintha Tellambura, Hai Jiang
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Bandwidth Sharing for User Cooperation
Dizhi Zhou, Wei Song
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mining and Modelling Complex Networks
Stan Matwin, Aristides Milios, Paweł Prałat, Amílcar Soares, François Théberge
2023· book-chapter· en· SpringerBriefs in computer science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Service Differentiation over Ad Hoc WLANs
Ping Wang, Weihua Zhuang
2013· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
RRM for Cognitive Network
Peter He, Lian Zhao, Sheng Zhou, Zhisheng Niu
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction and Motivation
Stefan Grüner, Apurva Kumar, Tom Maibaum, Markus Roggenbach
2020· book-chapter· en· SpringerBriefs in computer science· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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