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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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Expert finding and Q&A systems
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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.

153 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.
153 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 153 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 153 of 153 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Why users of yahoo!
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
52
citations
affunlabeled
IP-QAT
2011· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
43
citations
fundno affunlabeled
Editorial
2016· editorial· es· Journal of Information Science· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication
41
citations
afffundunlabeled
The best answers? think twice
2013· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
TaggedComments
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
OpeNTF: A Benchmark Library for Neural Team Formation
2022· article· en· Proceedings of the 31st ACM International Conference on Information & Knowledge Management· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
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How this was built: Screen · Findings · About