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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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Distributed systems and fault tolerance
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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.

1,063 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.
1,063 works in the cohort · of 4,299,418page 3 of 22

Labels cover 3 of 1,063 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 1,063 of 1,063 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
CoroBase
2020· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Gossiping to reach consensus
2002· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affunlabeled
Ocean vista
2019· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
24
citations
afffundno abstractunlabeled
Recoverable mutual exclusion
2019· article· en· Distributed Computing· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affunlabeled
Query fresh
2017· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
NBR
2021· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
23
citations
afffundno abstractunlabeled
Tight Bounds for Adopt-Commit Objects
2013· article· en· Theory of Computing Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Eventually consistent
2014· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
22
citations
affunlabeled
Feel Free to Interrupt
2020· article· en· ACM Transactions on Reconfigurable Technology and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Canopus
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
ConfluxDB
2014· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Prosecutor
2021· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
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