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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.

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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 1 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. 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.

affno abstractunlabeled
Data exchange: semantics and query answering
Ronald Fagin, Phokion G. Kolaitis, Renée J. Miller, Lucian Popa
2004· article· en· Theoretical Computer Science· Computer Science
machine prediction:candidate · noneconsensus · none
1,203
citations
affno abstractunlabeled
Elements of Finite Model Theory
Leonid Libkin
2004· book· en· Computer Science
machine prediction:candidate · noneconsensus · none
990
citations
affunlabeled
Issues in data stream management
Lukasz Golab, M. TAMER ÖZSU
2003· article· en· ACM SIGMOD Record· Computer Science
machine prediction:candidate · noneconsensus · none
916
citations
affno abstractunlabeled
TIMBER: A native XML database
H. V. Jagadish, Shurug Al-Khalifa, Adriane Chapman, Laks V. S. Lakshmanan, Andrew Nierman, S. Paparizos +5 more
2002· article· en· The VLDB Journal· Computer Science
machine prediction:candidate · noneconsensus · none
408
citations
affunlabeled
The Clio project
Renée J. Miller, Mauricio A. Hernández, Laura M. Haas, Ling-Ling Yan, C.-T. Ho, Ronald Fagin +1 more
2001· article· en· ACM SIGMOD Record· Computer Science
machine prediction:candidate · noneconsensus · none
343
citations
afffundunlabeled
A normal form for XML documents
Marcelo Arenas, Leonid Libkin
2004· article· en· ACM Transactions on Database Systems· Computer Science
machine prediction:candidate · noneconsensus · none
285
citations
affunlabeled
XML-Signature Syntax and Processing
D. Eastlake, J. Reagle, D. Solo
2001· report· en· Computer Science
machine prediction:candidate · noneconsensus · none
283
citations
affunlabeled
Data-streams and histograms
Sudipto Guha, Nick Koudas, Kyuseok Shim
2001· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
269
citations
affunlabeled
ConQuer
Ariel Fuxman, Elham Fazli, Renée J. Miller
2005· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
204
citations
affno abstractunlabeled
Encyclopedia of Database Systems
Ling Liu, M. TAMER ÖZSU
2018· book· en· Computer Science
machine prediction:candidate · noneconsensus · none
198
citations
affno abstractunlabeled
Quotient Cube
Laks V. S. Lakshmanan, Jian Pei, Jiawei Han
2002· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
187
citations
affunlabeled
The design of a query monitoring system
Chaitanya Mishra, Nick Koudas
2009· article· en· ACM Transactions on Database Systems· Computer Science
machine prediction:candidate · noneconsensus · none
169
citations
affunlabeled
Structure and content scoring for XML
Sihem Amer-Yahia, Nick Koudas, Amélie Marian, Divesh Srivastava, David Toman
2005· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
141
citations
affunlabeled
StatiX
Juliana Freire, Jayant R. Haritsa, Maya Ramanath, Prasan Roy, Jérǒme Simèon
2002· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
130
citations
affunlabeled
Clio
Mauricio A. Hernández, Renée J. Miller, Laura M. Haas
2001· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
128
citations
affunlabeled
SQL/MapReduce
Eric Friedman, Peter M. Pawlowski, John Cieslewicz
2009· article· en· Proceedings of the VLDB Endowment· Computer Science
machine prediction:candidate · noneconsensus · none
127
citations
affno abstractunlabeled
Querying XML streams
Vanja Josifovski, Marcus Fontoura, Attila Barta
2004· article· en· The VLDB Journal· Computer Science
machine prediction:candidate · noneconsensus · none
126
citations
afffundunlabeled
XML data exchange
Marcelo Arenas, Leonid Libkin
2005· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
117
citations
affunlabeled
XML parsing
Matthias Nicola, Jasmi John
2003· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
117
citations
affno abstractunlabeled
Tree pattern query minimization
Sihem Amer-Yahia, Sung-Eun Cho, Laks V. S. Lakshmanan, Divesh Srivastava
2002· article· en· The VLDB Journal· Computer Science
machine prediction:candidate · noneconsensus · none
109
citations
affunlabeled
SECRET
Irina Botan, Roozbeh Derakhshan, Nihal Dindar, Laura M. Haas, Renée J. Miller, Nesime Tatbul
2010· article· en· Proceedings of the VLDB Endowment· Computer Science
machine prediction:candidate · noneconsensus · none
109
citations
affunlabeled
A normal form for XML documents
Marcelo Arenas, Leonid Libkin
2002· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
107
citations
affunlabeled
Constraints for semistructured data and XML
Peter Buneman, Wenfei Fan, Jérǒme Simèon, Scott Weinstein
2001· article· en· ACM SIGMOD Record· Computer Science
machine prediction:candidate · noneconsensus · none
107
citations
affunlabeled
Multiple aggregations over data streams
Rui Zhang, Nick Koudas, Beng Chin Ooi, Divesh Srivastava
2005· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
95
citations
affunlabeled
SchemaSQL
Laks V. S. Lakshmanan, Fereidoon Sadri, Subbu N. Subramanian
2001· article· en· ACM Transactions on Database Systems· Computer Science
machine prediction:candidate · noneconsensus · none
94
citations
affno abstractunlabeled
Computational Probability
Winfried K. Grassmann
2000· book· en· International series in management science/operations research/International series in operations research & management science· Computer Science
machine prediction:candidate · noneconsensus · none
92
citations
affunlabeled
The essence of XML
Jérǒme Simèon, Philip Wadler
2003· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
91
citations
affunlabeled
S-Store
John Meehan, Nesime Tatbul, Stan Zdonik, Cansu Aslantas, Uğur Çetintemel, Jiang Du +7 more
2015· article· en· Proceedings of the VLDB Endowment· Computer Science
machine prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Data sharing in the Hyperion peer database system
Patricia Rodríguez-Gianolli, Anastasios Kementsietsidis, Maddalena Garzetti, Iluju Kiringa, Lei Jiang, Mehedi Masud +2 more
2005· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
74
citations
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