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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.

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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 7 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
Why extension-based proofs fail
Dan Alistarh, James Aspnes, Faith Ellen, Rati Gelashvili, Leqi Zhu
2019· preprint· en· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
afffundunlabeled
Coarser Equivalences for Causal Concurrency
Azadeh Farzan, Umang Mathur
2024· article· en· Proceedings of the ACM on Programming Languages· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Transformations of Self-Stabilizing Algorithms
Kleoni Ioannidou
2002· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
Comparison of UDDI registry replication strategies
Chenliang Sun, Yi Lin, Bettina Kemme
2004· article· en· Proceedings. IEEE International Conference on Web Services, 2004.· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
B-slack Trees: Space Efficient B-Trees
Trevor Brown
2014· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Brief Announcement: Fast Graphical Population Protocols
Dan Alistarh, Rati Gelashvili, Joel Rybicki
2021· preprint· en· DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
7
citations
affunlabeled
ESCAPE to Precaution against Leader Failures
Gengrui Zhang, Hans‐Arno Jacobsen
2022· article· en· 2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
7
citations
affunlabeled
Toward scalable transaction processing
Anastasia Ailamaki, Ryan Johnson, Ippokratis Pandis, Pınar Tözün
2013· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Proving PACELC
Wojciech Golab
2018· article· en· ACM SIGACT News· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
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