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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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Multilingual Matters eBooks
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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
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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.

63 results · 1 filter active ·
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20002025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
63 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 63 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 63 of 63 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Second Language Writing Systems
Bene Bassetti
2005· book· en· Multilingual Matters eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
146
citations
affunlabeled
Second Language Pronunciation Assessment
2016· book· en· Multilingual Matters eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
55
citations
aboutno affunlabeled
TheStruggle for Legitimacy
Andrea Sterzuk
2011· book· en· Multilingual Matters eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
aboutno affno abstractunlabeled
12. Travellin’ Around On Yukon Time in Canada’s North
Suzanne de la Barre
2012· book-chapter· en· Multilingual Matters eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
Foreword
Bassey E. Antia
2021· book-chapter· en· Multilingual Matters eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Frontmatter
Li Wei, Angel M. Y. Lin, Simon University, Yi Yuen, Saskia Van Viegen
2022· book-chapter· en· Multilingual Matters eBooks
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
1
citations
aboutno affno abstractunlabeled
Growing up Trilingual in Montreal:
Patricia Lamarre
2003· book-chapter· en· Multilingual Matters eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
North America
2006· book· en· Multilingual Matters eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Contributors
Carl S. Blyth, Béatrice Dupuy, Trude Heift, Christian Hilchey, Sabine Levet, Joanna Luks
2021· book-chapter· en· Multilingual Matters eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Frontmatter
Philip Herdina, Peter Broeder, G. Extra, Christina Bratt, Dennis Ager, Paddy Ladd
2003· book-chapter· en· Multilingual Matters eBooks
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affunlabeled
Frontmatter
Li Wei, Angel M. Y. Lin, Simon University, Yi Yuen, Saskia Van Viegen
2021· book-chapter· en· Multilingual Matters eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundaboutno affunlabeled
Acknowledgements
2023· book-chapter· en· Multilingual Matters eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
The Case of Vulcan, Alberta
2009· book-chapter· en· Multilingual Matters eBooks· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affno abstractunlabeled
Frontmatter
2004· book-chapter· en· Multilingual Matters eBooks
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affno abstractunlabeled
Learning French in British Columbia:
Wendy Carr
2013· book-chapter· en· Multilingual Matters eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
The Case of Port Stanley, Ontario
2009· book-chapter· en· Multilingual Matters eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affno abstractunlabeled
Chapter 4: The Case of Port Stanley, Ontario
2009· book-chapter· en· Multilingual Matters eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
4 Who are Multilingual Learners in Ontario Imagined to Be?
Shakina Rajendram, Mama Adobea Nii Owoo, Katie Brubacher, Wales Wong, Jennifer Burton, J. S. Bale
2023· book-chapter· en· Multilingual Matters eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Taking Québec City:
Kirsty Robertson
2006· book-chapter· en· Multilingual Matters eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About