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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 4 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.

aboutno affunlabeled
The Gender Gap in Wikipedia Talk Pages
Benjamin Cabrera, Björn Roß, Marielle Dado, Maritta Heisel
2018· article· en· Proceedings of the International AAAI Conference on Web and Social Media· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
A Community-Sourced Glossary of Open Scholarship Terms
Sam Parsons, Flávio Azevedo, Mahmoud Medhat Elsherif, Samuel Guay, FORRT, Balázs Aczél
2022· preprint· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affno abstractunlabeled
Networked Scholarship
Barry Wellman, Emmanuel Koku, Jeremy Hunsinger
2007· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
The Authority of Wikipedia
Jean Goodwin
2009· article· en· Iowa State University Digital Repository (Iowa State University)· Social Sciences
distilled prediction:candidate · stsconsensus · none
8
citations
fundno affunlabeled
Bridging LGBT+ Content Gaps Across Wikipedia Language Editions
Marc Miquel-Ribé, Andreas Kaltenbrunner, Jeffrey M. Keefer
2021· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
distilled prediction:candidate · stsconsensus · none
8
citations
fundno affno abstractunlabeled
18 million links in commit messages: purpose, evolution, and decay
Tao Xiao, Sebastian Baltes, Hideaki Hata, Christoph Treude, Raula Gaikovina Kula, Takashi Ishio +1 more
2023· article· en· Empirical Software Engineering· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
afffundno abstractunlabeled
Wikifying software artifacts
Mathieu Nassif, Martin P. Robillard
2021· article· en· Empirical Software Engineering· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
Scholar as E-Publisher
Thomas H. P. Gould
2010· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
7
citations
affunlabeled
Query classification using Wikipedia
Richard Khoury
2011· article· en· International Journal of Intelligent Information and Database Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueunlabeled
Best Practices in Online Conference Moderation
Adrienne De Schutter, Patricia Fahrni, Jim Rudolph
2004· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Brilliant Ideas Can Come in All Sizes: Research Letters
Rita Kukafka, Tiffany I. Leung, Günther Eysenbach
2022· editorial· en· Journal of Medical Internet Research· Social Sciences
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
6
citations
affunlabeled
Wikidata as a semantic framework for the Gene Wiki initiative
Sebastian Burgstaller-Muehlbacher, Andra Waagmeester, Elvira Mitraka, Julia Turner, Tim Putman, Justin Leong +4 more
2015· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affvenueunlabeled
Introducing Web 2.0: wikis for health librarians
Eugene Barsky, Dean Giustini, Giustini Barsky
2007· article· en· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
6
citations
venueno affunlabeled
Blog to the Future?
Angus Phillips
2010· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
6
citations
affvenueunlabeled
Wikipédia, la chimère du savoir libre
Emanuela Chiriac
2015· article· fr· Documentation et bibliothèques· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
6
citations

How this was built: Screen · Findings · About