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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
fundfunder
venuejournal
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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 ·
Categories
Machine labels · sparse coverage
Evidence
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 1 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
Process migration
2000· review· en· ACM Computing Surveys· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
469
citations
fundno affunlabeled
Unbounded Transactional Memory
2005· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
440
citations
affunlabeled
X10
2005· article· en· ACM SIGPLAN Notices· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
293
citations
affunlabeled
MIDDLE-R
2005· article· en· ACM Transactions on Computer Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
173
citations
affunlabeled
Unbounded Transactional Memory
2006· article· en· IEEE Micro· Computer Science
distilled prediction:candidate · noneconsensus · none
158
citations
affunlabeled
ERMIA
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
125
citations
affunlabeled
How to roll a join
2000· article· en· ACM SIGMOD Record· Computer Science
distilled prediction:candidate · noneconsensus · none
91
citations
affunlabeled
Scalable leader election
2006· article· en· Symposium on Discrete Algorithms· Computer Science
distilled prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Space-Optimal Majority in Population Protocols
2018· book-chapter· en· Society for Industrial and Applied Mathematics eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
76
citations
affunlabeled
How do programmers use unsafe rust?
2020· article· en· Proceedings of the ACM on Programming Languages· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
75
citations
affunlabeled
Otherworld
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
75
citations
affno abstractunlabeled
Concurrency Control and Recovery
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
61
citations
affunlabeled
Accordion
2014· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
58
citations
affunlabeled
Inductive data flow graphs
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations
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How this was built: Screen · Findings · About