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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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Proceedings of the VLDB Endowment
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Retraction
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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
fundfunder
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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.

329 results · 1 filter active ·
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20082025
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Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
329 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 329 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 329 of 329 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
HoloClean
2017· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
454
citations
affunlabeled
k-automorphism
2009· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
407
citations
affunlabeled
Discovering data quality rules
2008· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
268
citations
affunlabeled
gStore
2011· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
263
citations
affunlabeled
Discovering denial constraints
2013· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
252
citations
affunlabeled
Multi-core, main-memory joins
2013· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
247
citations
affunlabeled
ActiveClean
2016· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
244
citations
affunlabeled
Attribute-driven community search
2017· article· en· Proceedings of the VLDB Endowment· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
241
citations
affunlabeled
Detecting data errors
2016· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · noneconsensus · none
237
citations
affunlabeled
Data lake management
2019· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · open_science+insufficient_payloadconsensus · none
236
citations
affunlabeled
MRShare
2010· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
226
citations
affunlabeled
From competition to complementarity
2015· article· en· Proceedings of the VLDB Endowment· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
216
citations
affunlabeled
Distance-join
2009· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
207
citations
affunlabeled
Table union search on open data
2018· article· en· Proceedings of the VLDB Endowment· Decision Sciences
distilled prediction:candidate · open_scienceconsensus · open_science
193
citations
affunlabeled
Giraph unchained
2015· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
145
citations
affunlabeled
SlimChain
2021· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
143
citations
afffundaboutunlabeled
LSH ensemble
2016· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
136
citations
affunlabeled
Dash
2020· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
135
citations
affunlabeled
Keyword search in graphs
2011· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
132
citations
affunlabeled
SQL/MapReduce
2009· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
127
citations
afffundunlabeled
ReStore
2012· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
110
citations
affunlabeled
SECRET
2010· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
109
citations
affunlabeled
PrivateSQL
2019· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
108
citations
aboutno affunlabeled
Leopard
2016· article· en· Proceedings of the VLDB Endowment· Engineering
distilled prediction:candidate · noneconsensus · none
93
citations
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