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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
Retraction
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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 7 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.

affunlabeled
Open social scholarship in action
Randa El Khatib, Alyssa Arbuckle, Caroline Winter, Ray Siemens
2020· article· en· Digital Scholarship in the Humanities· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
venueno affunlabeled
“Reconfiguring Narrative” Using Digital Tools
Sharon Webb
2013· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
aboutno affunlabeled
Destructive Creativity on the Social Web
Steve Wheeler
2009· book-chapter· en· IGI Global eBooks· 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
affunlabeled
Collaboration Two-Way
Nike Arnold, Lara Ducate, Claudia Kost
2018· article· en· IALLT Journal of Language Learning Technologies· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Wikisource and the Scholarly Book
Christian Vandendorpe
2013· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
venueno affunlabeled
Peer Producing Human Rights
2009· article· en· Alberta Law Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueaboutunlabeled
First-Year Engineering Students’ Research Experience in Web Mapping
Claire Mah, Daphne Hong, Vanessa Chen, Emmanuel Stefanakis
2020· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affunlabeled
Massively Distributed Authorship of Academic Papers
Bill Tomlinson, Joel Ross, Paúl André, Eric P. S. Baumer, Donald J. Patterson, Joseph Corneli +25 more
2012· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenuegemma · metaresearchgpt · metaresearchmodels split
The Enlightenment of Peer Review
Sandra Moore
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
NOT A NOVICE NOW: A WIKI JOURNEY
Monica Gagné
2018· article· en· The Canadian Journal of Action Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About