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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 12 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.

affno abstractunlabeled
On Transactional Concurrency Control
Goetz Graefe
2019· book· en· Synthesis lectures on data management· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
SatelliteLab: Adding Heterogeneity to Planetary-Scale Testbeds
Marcel Dischinger, Andreas Haeberlen, Ivan Beschastnikh, Krishna P. Gummadi, Stefan Saroiu
2008· article· en· Max Planck Digital Library· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Abstracting Context in Event-Based Software
Adrian Holzer, Lukasz Ziarek, K. R. Jayaram, Patrick Eugster
2012· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Publish/Subscribe
Hans‐Arno Jacobsen
2018· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
afffundunlabeled
A self-stabilising algorithm for 3-edge-connectivity
Abusayeed Saifullah, Yung H. Tsin
2011· article· en· International Journal of High Performance Computing and Networking· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Expressive Power of Broadcast Consensus Protocols
Michael Blondin, Javier Esparza, Stefan Jaax
2019· article· en· DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Relational characterizations of system fault tolerance
Vittorio Cortellessa, D. Del Gobbo, M. Shereshevsky, Josée Desharnais, A. Mili
2004· article· en· Science of Computer Programming· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
A Fault-Tolerant Multi-agent Development Framework
Lin Wang, Hon F. Li, Dhrubajyoti Goswami, Zunce Wei
2004· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Randomized Consensus with Regular Registers
Vassos Hadzilacos, Xing Hu, Sam Toueg
2020· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Adaptive Mobile Applications
Thomas Kunz, Abdulbaset Gaddah
2005· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
Strongly Linearizable Linked List and Queue
2022· article· en· DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
afffundunlabeled
POSTER
Maya Arbel-Raviv, Trevor Brown
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Tracing interrupts in embedded software
Giovani Gracioli, Sebastian Fischmeister
2009· article· en· ACM SIGPLAN Notices· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affno abstractunlabeled
Efficient Recapitalization
Thomas Philippon, Philipp Schnabl
2009· article· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Group Mutual Exclusion by Fetch-and-increment
Alex Aravind, Wim H. Hesselink
2018· article· en· ACM Transactions on Parallel Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Speculative Barriers With Transactional Memory
Manuel Pedrero, Ricardo Quislant, Eladio Gutiérrez, Emilio L. Zapata, Óscar Plata
2020· article· en· IEEE Transactions on Computers· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Space Bounds for Adaptive Renaming
Maryam Helmi, Lisa Highám, Philipp Woelfel
2014· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
A Nested Transaction Model for LDAP Transactions
Debmalya Biswas, K. Vidyasankar
2004· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Resource Acquisition
Bernard R. Glick
2020· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
X.500 Directory Schema management
David Silver, James Won‐Ki Hong, Michael Bauer
2002· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
fundno affunlabeled
LV*
Anurag Negi, M. M. Waliullah, Per Stenström
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
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