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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
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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 ·
Results by year
20122025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
153 works in the cohort · of 4,299,418page 3 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
Conclusions and Future Research Directions
2021· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Related Work
2020· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Adaptive Congestion Control (ACC)
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Conclusions and Future Directions
2013· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Efficient Incentive Scheme
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Conclusion
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Advanced Wireless Communication Networks
2012· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
Basic Structure of High-Dimensional Spaces
2012· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Methods for Text Generation in NLP
2023· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Conclusions
2023· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
System Model
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Introduction
2013· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Conclusions and Future Work
2014· book-chapter· en· SpringerBriefs in computer science· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Background and Literature Survey
2013· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction
2023· book-chapter· en· SpringerBriefs in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
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
0
citations
affno abstractunlabeled
Introduction
2022· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Conclusions
2022· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
Reinforcement Learning Background
2024· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
2025· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Summary and Future Directions
2024· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction
2020· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Blockchain-Enabled Data Sharing Solution for HDT
2024· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
Introduction
2024· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Introduction
2014· book-chapter· en· SpringerBriefs in computer science· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
2023· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
System Model
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Wireless Routing Protocols for NANs
2014· book-chapter· en· SpringerBriefs in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
0
citations
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