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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
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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 2 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.

afffundunlabeled
Database replication
2010· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Carousel
2018· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affunlabeled
Recoverable Mutual Exclusion
2016· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affunlabeled
Caracal
2021· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Synchronization via scheduling
2011· article· en· ACM SIGPLAN Notices· Computer Science
distilled prediction:candidate · noneconsensus · none
35
citations
afffundno abstractunlabeled
Impossibility Results for Distributed Computing
2014· article· en· Synthesis lectures on distributed computing theory· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
35
citations
affunlabeled
Event Models in Distributed Event Based Systems
2010· book-chapter· en· Advances in systems analysis, software engineering, and high performance computing book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
fundno affunlabeled
Debugging Distributed Systems
2016· article· en· Queue· Computer Science
distilled prediction:candidate · noneconsensus · none
34
citations
fundno affunlabeled
Consistency without borders
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
affunlabeled
Satellitelab
2008· article· en· ACM SIGCOMM Computer Communication Review· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
28
citations
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