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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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Advanced Database Systems and Queries
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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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venuejournal
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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.

1,036 results · 1 filter active ·
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20002025
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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.
1,036 works in the cohort · of 4,299,418page 20 of 21

Labels cover 2 of 1,036 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 1,036 of 1,036 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Updating Data
David Toman, Grant Weddell
2011· book-chapter· en· Synthesis lectures on data management· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science
0
citations
affno abstractunlabeled
State Query
University Research Chair
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Database Design
John Mylopoulos
2018· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
A Retrieval Model for Common Textual Database Management Systems
Yves Marcoux
2013· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
0
citations
affno abstractunlabeled
Order Dependency
Jaroslaw Szlichta
2017· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
An Overview on Signature File Techniques
Yangjun Chen
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Query Expansion
2014· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Sampling-Based Predictive Database Buffer Management
Mohammad Khalaji, Theo Vanderkooy, Runsheng Benson Guo, Khuzaima Daudjee
2025· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
NetCDF
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
XML Native Storage and Query Processing
Ning Zhang, M. TAMER ÖZSU
2010· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Continuous Query Processing
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
XML Schema Integration and E-Commerce
Kalpdrum Passi, Louise Lane, Sanjay Madria, Mukesh Mohania
2008· book-chapter· en· Electronic Commerce· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Time-Aggregated Graphs
2018· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Data Integration
Reda Alhajj, Jon Rokne
2014· book-chapter· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Database Integration
M. TAMER ÖZSU, Patrick Valduriez
2011· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Naive Tables
Gösta Grahne
2016· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affunlabeled
10.51847/SCwYD25
Siva Kiran Rr, Setty Mvn, Hanumatha Rao G
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
DIBA: A Re-Configurable Stream Processor
Mohammadreza Najafi, Thamir M. Qadah, Mohammad Sadoghi, Hans‐Arno Jacobsen
2024· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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