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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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venuejournal
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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 10 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
mTags
Augusto Born de Oliveira, Ahmad Saif Ur Rehman, Sebastian Fischmeister
2012· article· en· ACM SIGOPS Operating Systems Review· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affvenueno abstractunlabeled
Spanning trees with bounded total excess
Hikoe Enomoto, Yukichika Ohnishi, Katsuhiro Ota
2011· article· en· Ars Combinatoria· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
Byzantine-Tolerant Set-Constrained Delivery Broadcast
2020· preprint· en· DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
4
citations
affno abstractunlabeled
Association-Rules Mining Based Broadcasting Approach for XML Data
Cameron Chenier, J. James Jun, Jason Zhang, Tansel Özyer, Reda Alhajj
2006· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
4
citations
affunlabeled
First-Come-First-Served as a Separate Principle
Wim H. Hesselink, Peter A. Buhr, Colby A. Parsons
2024· article· en· ACM Transactions on Parallel Computing· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
afffundunlabeled
Why Extension-Based Proofs Fail
Dan Alistarh, James Aspnes, Faith Ellen, Rati Gelashvili, Leqi Zhu
2023· article· en· SIAM Journal on Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
When is Recoverable Consensus Harder Than Consensus?
Carole Delporte-Gallet, Panagiota Fatourou, Hugues Fauconnier, Eric Ruppert
2022· preprint· en· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Efficient randomized DCAS
George Giakkoupis, Mehrdad Jafari Giv, Philipp Woelfel
2021· preprint· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Symmetric network computation
David Pritchard, Santosh Vempala
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Interoperable server-based cache consistency algorithm
Peter Bodorik, Dawn Jutla, Yueping Lu
2004· article· en· International Database Engineering and Applications Symposium· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Publisher FrameWork (PFW)
Judith Klein, Drasko Sotirovski
2006· article· en· ACM SIGAda Ada Letters· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
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