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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 4 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
The space complexity of unbounded timestamps
Faith Ellen, Panagiota Fatourou, Eric Ruppert
2008· article· en· Distributed Computing· Computer Science
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
The Velox Transactional Memory Stack
Yehuda Afek, Ulrich Drepper, Pascal Felber, Christof Fetzer, Vincent Gramoli, Michael Hohmuth +17 more
2010· article· en· IEEE Micro· Computer Science
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
CST-Trees: Cache Sensitive T-Trees
Ig-hoon Lee, Junho Shim, Sang‐Goo Lee, Jonghoon Chun
2007· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Kronos
Robert Escriva, Ayush Dubey, Bernard Wong, Emin Gün Sirer
2014· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Principles of Distributed Systems
Roberto Baldoni, Binoy Ravindran
2012· book· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Lower bound for scalable Byzantine Agreement
Dan Holtby, Bruce M. Kapron, Valerie King
2008· article· en· Distributed Computing· Computer Science
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
On deterministic abortable objects
Vassos Hadzilacos, Sam Toueg
2013· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Domino
Xinan Yan, Linguan Yang, Bernard Wong
2020· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Dekker's mutual exclusion algorithm made RW‐safe
Peter A. Buhr, David Dice, Wim H. Hesselink
2015· article· en· Concurrency and Computation Practice and Experience· Computer Science
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Resource-competitive analysis
Seth Gilbert, Jared Saia, Valerie King, Maxwell Young
2012· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Fireflies
Håvard D. Johansen, André Allavena, Robbert van Renesse
2006· article· en· ACM SIGOPS Operating Systems Review· Computer Science
machine prediction:candidate · noneconsensus · none
14
citations
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