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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 8 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
Proving PACELC
Wojciech Golab
2018· article· en· ACM SIGACT News· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Stage
Jonathan Sillito
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Sift
Mikhail Kazhamiaka, Babar Naveed Memon, Chathura Kankanamge, Siddhartha Sahu, Sajjad Rizvi, Bernard Wong +1 more
2019· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Fault-Tolerant Broadcasting in Radio Networks
Evangelos Kranakis, Danny Kriz̧anc, A. Pelc
2001· article· en· Journal of Algorithms· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Life Beyond Set Agreement
David Chan, Vassos Hadzilacos, Sam Toueg
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Verifying Safety and Liveness for the FlexTM Hybrid Transactional Memory
Parosh Aziz Abdulla, Sandhya Dwarkadas, Ahmed Rezine, Arrvindh Shriraman, Yunyun Zhu
2013· article· en· Design, Automation & Test in Europe Conference & Exhibition (DATE), 2013· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affunlabeled
ALOHA-KV
Hua Fan, Wojciech Golab, Charles B. Morrey
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Multi-consistency Data Replication
Raihan Al-Ekram, Ric Holt
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
MCSH, a Lock with the Standard Interface
Wim H. Hesselink, Peter A. Buhr
2023· article· en· ACM Transactions on Parallel Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Efficient synchronous snapshots
Alex Brodsky, Faith E. Fich
2004· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Partial Network Partitioning
Basil Alkhatib, Sreeharsha Udayashankar, Sara Qunaibi, Ahmed Alquraan, Mohammed Alfatafta, Wael Al-Manasrah +2 more
2022· article· en· ACM Transactions on Computer Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Chained HotStuff Under Performance Attack
Minjie Wang, Jianyu Niu, Fangyu Gai, Mohammad M. Jalalzai, Yinqian Zhang, Chen Feng
2025· article· en· IEEE Transactions on Dependable and Secure Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Consistency Oracles
Beom Heyn Kim, Sukwon Oh, David Lie
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
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