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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 ·
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20052025
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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.
153 works in the cohort · of 4,299,418page 2 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.

afffundunlabeled
Towards More Gender-Inclusive Q&As
2022· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Ontologies in Expertise Finding Systems
2012· book-chapter· en· Advances in knowledge acquisition, transfer, and management book series/Advances in knowledge acquisition, transfer and management book series· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · metaepi_narrow
4
citations
affunlabeled
Searching from Mars
2016· article· en· IEEE Internet Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
How Questions and Answers Shape Online Marketplaces: The Case of Amazon Answer
2016· article· en· Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
3
citations
affunlabeled
Terminology as a Sense Making Social Tool
2015· article· en· The Scientific Repository of the Polytechnic Institute of Porto (Polytechnic Institute of Porto)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Topic Tree: Increasing the Accuracy of Item Retrieval
2007· article· en· E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Social Web Search
2017· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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