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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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Graph Theory and Algorithms
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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.

423 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.
423 works in the cohort · of 4,299,418page 3 of 9

Labels cover 2 of 423 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 423 of 423 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Algorithm Portfolios
2021· book· en· SpringerBriefs in optimization· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Data-driven spatial locality
2018· article· en· Proceedings of the International Symposium on Memory Systems· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
7
citations
affno abstractunlabeled
Geometric representations of graphs
2010· book-chapter· en· American Mathematical Society eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
Algorithms and Models for the Web Graph
2023· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
An experimental evaluation of giraph and GraphChi
2016· article· en· 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
fundno affno abstractunlabeled
EM-type method for measuring graph dissimilarity
2013· article· en· International Journal of Machine Learning and Cybernetics· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
A Roadmap to Graph Analytics
2025· article· en· ACM SIGMOD Record· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
PageRank for Billion-Scale Networks in RDBMS
2020· book-chapter· en· Advances in intelligent systems and computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
k-core Decomposition on Giraph and GraphChi
2017· book-chapter· en· Lecture notes on data engineering and communications technologies· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
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