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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.

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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Wikis in Education and Collaboration
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

609 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
609 works in the cohort · of 4,299,418page 6 of 13

Labels cover 8 of 609 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 609 of 609 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Keeping Up with Friends’ Updates on Facebook
Shi Shi, Thomas Largillier, Julita Vassileva
2012· book-chapter· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
An Open Social Scholarship Path for the Humanities
Alyssa Arbuckle, Ray Siemens, Jon Bath, Constance Crompton, Laura Estill, Tanja Niemann +2 more
2022· article· en· Journal of Electronic Publishing· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
afffundunlabeled
Why People Contribute Software Documentation
Deeksha M. Arya, Jin Guo, Martin P. Robillard
2024· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Social Robots Don't Do That
Denise Y. Geiskkovitch, James E. Young
2020· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
The Role of the Editor of an Academic Publication Blog
Stuart A. Brown
2021· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · scholarly_communication
3
citations
affvenueunlabeled
Video-Conferencing with Audio Software
Jon Baggaley, Jim Klaas
2006· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Editorial Behaviors for Biasing Wikipedia Articles
Danielle A. Morris-O’Connor, Andreas Strotmann, Dangzhi Zhao
2022· article· en· Proceedings of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations
affunlabeled
My Webpage can Speak Many Languages
Tomasz Müldner, Fei Wang, Darcy Benoit
2004· article· en· EdMedia: World Conference on Educational Media and Technology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Workshop report from Web2SE 2011
Christoph Treude, Margaret‐Anne Storey, Arie van Deursen, Andrew Begel, Sue Black
2011· article· en· ACM SIGSOFT Software Engineering Notes· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
2
citations
affunlabeled
Addressing gaps in knowledge while reading
Chris Jordan, Carolyn Watters
2009· article· en· Journal of the American Society for Information Science and Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Why I Write For Academic Blogs
Dilshan Pieris
2019· article· en· University of Ottawa Journal of Medicine· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About