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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 ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
423 works in the cohort · of 4,299,418page 1 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.

affunlabeled
Distance-join
2009· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
207
citations
affunlabeled
The future is big graphs
2021· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
152
citations
affunlabeled
Giraph unchained
2015· article· en· Proceedings of the VLDB Endowment· Computer Science
distilled prediction:candidate · noneconsensus · none
145
citations
afffundunlabeled
Graphical Models and Point Pattern Matching
2006· article· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
131
citations
affunlabeled
Graphflow
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
125
citations
afffundunlabeled
GraphBolt
2019· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
102
citations
affunlabeled
Peregrine
2020· preprint· en· Computer Science
distilled prediction:candidate · noneconsensus · none
93
citations
affunlabeled
Compressing pattern databases
2004· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
aboutno affunlabeled
Mapp Dataset
2016· dataset· en· Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
30
citations
affunlabeled
Out-of-Core Edge Partitioning at Linear Run-Time
2022· article· en· 2022 IEEE 38th International Conference on Data Engineering (ICDE)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
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