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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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Wikis in Education and Collaboration
Retraction
Abstract
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Label agreement
Label status

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 3 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.

afffundaboutunlabeled
Promoting Linguistic Diversity and Inclusion
Lynne Bowker
2021· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
distilled prediction:candidate · sts+open_scienceconsensus · none
19
citations
affno abstractunlabeled
Wikipedia in Health Professional Schools: from an Opponent to an Ally
Thiago Bosco Mendes, Jennifer Dawson, Shani Evenstein Sigalov, Nancy Kleiman, Kathryn Hird, Olle Terenius +3 more
2021· article· en· Medical Science Educator· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
afffundunlabeled
Gender Differences in Graphic Design Q&As
Patrick Dubois, Mahya Maftouni, Parmit K. Chilana, Joanna McGrenere, Andrea Bunt
2020· article· en· Proceedings of the ACM on Human-Computer Interaction· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
fundno affgemma · no categorygpt · insufficient_payloadmodels split
Human Library
Yun Huang, Brian Dobreski, Huichuan Xia
2017· article· en· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
15
citations
affaboutunlabeled
Annoki
Brendan Tansey, Eleni Stroulia
2010· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
afffundunlabeled
Assessing tools for use with webcasts
Elaine G. Toms, Christine Dufour, Jonathan S. Lewis, Ron Baecker
2005· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
aboutno affunlabeled
Sociability Networks in the City of Bujumbura
Oscar Toyi, Ildephonse Sindayigaya
2023· article· en· Open Journal of Social Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
WikiDev 2.0
Ken Bauer, Marios Fokaefs, Brendan Tansey, Eleni Stroulia
2009· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
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