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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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Linguistics, Language Diversity, and Identity
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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.

683 results · 1 filter active ·
Results by year
20002025
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Machine labels · sparse coverage
Evidence
Language
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
683 works in the cohort · of 4,299,418page 1 of 14

Labels cover 3 of 683 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 683 of 683 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Irish English
2007· book· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
239
citations
affunlabeled
Teen Talk
2016· book· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
174
citations
aboutno affunlabeled
Standards of English
2012· book· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
126
citations
aboutno affunlabeled
Czech spoken in Bohemia and Moravia
2012· article· en· Journal of the International Phonetic Association· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Serbian auxiliary verbs: Syntactic heads or dependents
2007· article· en· Papers from the Annual Meetings of the Atlantic Provinces Linguistic Association (PAMAPLA)· Arts and Humanities
distilled prediction:candidate · metaresearchconsensus · none
44
citations
aboutno affunlabeled
The Ausbau of Present-Day Scots
2006· article· en· Scottish language· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
40
citations
aboutno affunlabeled
The Oxford Handbook of Irish English
2023· book· en· Oxford University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
aboutno affunlabeled
Cognitive and cultural factors
2010· book· en· Wiley-Blackwell eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
21
citations
affunlabeled
Pragmatics meets ideology
2013· article· en· Journal of Language and Politics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
aboutno affunlabeled
Linguistics in the Netherlands 2008
2008· book· en· John Benjamins eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affno abstractunlabeled
Factors Affecting Language Change
2010· article· en· SSRN Electronic Journal· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affunlabeled
Nondistinctive features in loanword adaptation
2009· book-chapter· en· Amsterdam studies in the theory and history of linguistic science. Series 4, Current issues in linguistic theory· Arts and Humanities
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
14
citations
venueaboutno affunlabeled
Une obsession nationale: l'anglicisme
2005· article· fr· Recherches sociographiques· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affaboutunlabeled
Mennonite Plautdietsch (Canadian Old Colony)
2013· article· en· Journal of the International Phonetic Association· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
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