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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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The VLDB Journal
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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.

59 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.
59 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 59 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 59 of 59 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Approximate query processing using wavelets
Kaushik Chakrabarti, Minos Garofalakis, Rajeev Rastogi, Kyuseok Shim
2001· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
477
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
distilled prediction:candidate · noneconsensus · none
408
citations
affno abstractunlabeled
Profiling relational data: a survey
Ziawasch Abedjan, Lukasz Golab, Felix Naumann
2015· article· en· The VLDB Journal· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
273
citations
affno abstractunlabeled
Correlated network data publication via differential privacy
Rui Chen, Benjamin C. M. Fung, Philip S. Yu, Bipin C. Desai
2013· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · open_science
214
citations
affno abstractunlabeled
gStore: a graph-based SPARQL query engine
Lei Zou, M. TAMER ÖZSU, Lei Chen, Xuchuan Shen, Ruizhe Huang, Dongyan Zhao
2013· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
202
citations
affno abstractunlabeled
Querying XML streams
Vanja Josifovski, Marcus Fontoura, Attila Barta
2004· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
126
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
distilled prediction:candidate · noneconsensus · none
109
citations
affno abstractunlabeled
Query processing techniques for arrays
A. Marathe, Kenneth Salem
2002· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
64
citations
affno abstractunlabeled
Extending DBMSs with satellite databases
Christian Plattner, Gustavo Alonso, M. TAMER ÖZSU
2006· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
48
citations
affno abstractunlabeled
A framework for testing DBMS features
Eric Lo, Carsten Binnig, Donald Kossmann, M. TAMER ÖZSU, Wing-Kai Hon
2009· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
ByShard: sharding in a Byzantine environment
Jelle Hellings, Mohammad Sadoghi
2023· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
Ranking queries on uncertain data
Hua Ming, Jian Pei, Xuemin Lin
2010· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Streaming multiple aggregations using phantoms
Rui Zhang, Nick Koudas, Beng Chin Ooi, Divesh Srivastava, Pu Zhou
2010· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Efficient retrieval of similar shapes
Davood Rafiei, Alberto O. Mendelzon
2002· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Query processing of multi-way stream window joins
Moustafa A. Hammad, Walid G. Aref, Ahmed K. Elmagarmid
2006· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
fundno affunlabeled
A survey on transactional stream processing
Shuhao Zhang, Juan Soto, Volker Markl
2023· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Recommending XML physical designs for XML databases
Iman Elghandour, Ashraf Aboulnaga, Daniel C. Zilio, Calisto Zuzarte
2012· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
fundno affunlabeled
Assisted design of data science pipelines
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
2024· article· en· The VLDB Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
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