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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 6 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
Compiling Distributed System Models with PGo
Finn Hackett, Shayan Hosseini, Renato Lopes Da Costa, Matthew Do, Ivan Beschastnikh
2023· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Partial synchrony based on set timeliness
Marcos K. Aguilera, Carole Delporte-Gallet, Hugues Fauconnier, Sam Toueg
2012· article· en· Distributed Computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affunlabeled
S-money: virtual tokens for a relativistic economy
2019· article· en· Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
fundno affunlabeled
Blazes
Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier
2017· article· en· ACM Transactions on Database Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Multiple entry point PBFT for IoT systems
Jelena Mišić, Vojislav B. Mišić, Xiaolin Chang, Haytham Qushtom
2020· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Causality in physics and computation
Prakash Panangaden
2014· article· en· Theoretical Computer Science· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Characterizing Database User’s Access Patterns
Qingsong Yao, Aijun An
2004· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
9
citations
affno abstractunlabeled
Distributed Deadlock Detection in Mobile Agent Systems
Bruce Ashfield, Dwight Deugo, Franz Oppacher, Tony White
2002· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affno abstractunlabeled
Byzantine agreement with homonyms
Carole Delporte-Gallet, Hugues Fauconnier, Rachid Guerraoui, Anne-Marie Kermarrec, Eric Ruppert, Hung Tran-The
2013· article· en· Distributed Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
ConsAD
Kamal Zellag, Bettina Kemme
2012· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Source Transformation for Concurrency Analysis
Timothy A. Cassidy, James R. Cordy, Thomas Dean, Juergen Dingel
2005· article· en· Electronic Notes in Theoretical Computer Science· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
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
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