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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 Data Storage Technologies
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

585 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.
585 works in the cohort · of 4,299,418page 1 of 12

Labels cover 0 of 585 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 585 of 585 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A study of practical deduplication
2012· article· en· ACM Transactions on Storage· Computer Science
distilled prediction:candidate · noneconsensus · none
472
citations
fundno affunlabeled
RAIDR
2012· article· en· ACM SIGARCH Computer Architecture News· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
449
citations
fundno affunlabeled
The RAMCloud Storage System
2015· article· en· ACM Transactions on Computer Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
270
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
A study of practical deduplication
2011· article· en· File and Storage Technologies· Computer Science
distilled prediction:candidate · noneconsensus · none
193
citations
affunlabeled
Cache-oblivious B-trees
2002· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
157
citations
affunlabeled
Dash
2020· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
135
citations
affunlabeled
Parallax
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
120
citations
affunlabeled
VMFlock
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
111
citations
affunlabeled
Bztree
2018· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
91
citations
affunlabeled
RAIDShield
2015· article· en· ACM Transactions on Storage· Computer Science
distilled prediction:candidate · noneconsensus · none
74
citations
affunlabeled
Write Skew and Zipf Distribution
2016· article· en· ACM Transactions on Storage· Computer Science
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Spooky
2022· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Locally Repairable Codes
2024· book-chapter· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
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