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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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Linguistic Variation and Morphology
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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.

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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.

1,815 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.
1,815 works in the cohort · of 4,299,418page 1 of 37

Labels cover 0 of 1,815 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 1,815 of 1,815 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Analysing Sociolinguistic Variation
Sali A. Tagliamonte
2006· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1,066
citations
aboutno affunlabeled
Second Dialect Acquisition
Jeff Siegel
2010· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
317
citations
aboutno affunlabeled
Nishnaabemwin reference grammar
J. Randolph Valentine
2001· book· en· Americanae (AECID Library)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
275
citations
aboutno affunlabeled
Around the world in three alternations
Benedikt Szmrecsanyi, Jason Grafmiller, Benedikt Heller, Melanie Röthlisberger
2016· article· en· English World-Wide A Journal of Varieties of English· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
203
citations
affunlabeled
Properties of the sociolinguistic monitor<sup>1</sup>
William Labov, Sharon Ash, Maya Ravindranath, Tracey L. Weldon, Maciej Baranowski, Naomi Nagy
2011· article· en· Journal of Sociolinguistics· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
184
citations
affno abstractunlabeled
Code switching: Linguistic
Shana Poplack
2001· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
170
citations
aboutno affunlabeled
Handbook of Perceptual Dialectology
2002· book· en· John Benjamins Publishing Company eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
152
citations
affaboutunlabeled
The English Language in Canada
Charles Boberg
2010· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
152
citations
affunlabeled
Common tense-aspect markers in Bantu
Derek Nurse, Gérard Philippson
2006· article· en· Journal of African Languages and Linguistics· Social Sciences
distilled prediction:candidate · noneconsensus · none
138
citations
affaboutunlabeled
Expectations and speech intelligibility
Molly Babel, Jamie Russell
2015· article· en· The Journal of the Acoustical Society of America· Social Sciences
distilled prediction:candidate · noneconsensus · none
137
citations
affunlabeled
Dynamics of dialect convergence
J. K. Chambers
2002· article· en· Journal of Sociolinguistics· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
134
citations
affaboutunlabeled
“There’s bears back there”
James A. Walker
2007· article· en· English World-Wide A Journal of Varieties of English· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
127
citations
affaboutunlabeled
Region and language variation
J. K. Chambers
2000· article· en· English World-Wide A Journal of Varieties of English· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
124
citations
affunlabeled
Discourse-pragmatic Variation in Context
Alexandra D’Arcy
2017· book· en· Studies in language companion series· Social Sciences
distilled prediction:candidate · noneconsensus · none
118
citations
affunlabeled
Ejective harmony in Lezgian
Avery Ozburn, Alexei Kochetov
2018· article· en· Phonology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
106
citations
affunlabeled
Boston (r): Neighbo(r)s nea(r) and fa(r)
Naomi Nagy, Patricia Irwin
2010· article· en· Language Variation and Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
105
citations
aboutno affunlabeled
Grammatical Change in English World-Wide
Peter C. Collins
2015· book· en· Studies in corpus linguistics· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
104
citations
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