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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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Journal of English Linguistics
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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.

39 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.
39 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 39 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 39 of 39 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
The Markers of Habitual Aspect in English
Robert I. Binnick
2005· article· en· Journal of English Linguistics· Arts and Humanities
machine prediction:candidate · noneconsensus · none
110
citations
affunlabeled
Short-a in Cincinnati
Charles Boberg, Stephanie Strassel
2000· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
54
citations
aboutno affunlabeled
Linguistic Insecurity Forty Years Later
Dennis R. Preston
2013· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
49
citations
afffundaboutunlabeled
Exploring the Vowel Space of Multicultural Toronto English
Derek Denis, Vidhya Elango, Nur Sakinah Nor Kamal, Srishti Prashar, María Velasco
2023· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
26
citations
affunlabeled
The Extremes of Insubordination
Laurel J. Brinton
2014· article· en· Journal of English Linguistics· Arts and Humanities
machine prediction:candidate · noneconsensus · none
24
citations
affaboutunlabeled
Hip-hop in a Post-insular Community
Sandra Clarke, Philip Hiscock
2009· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
A Dialect Turned Inside Out
Kirk Hazen, Sarah Hamilton
2008· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
23
citations
affaboutunlabeled
“Aren’t We Proud of Our Language?”
Ruth King, Jennifer Wicks
2009· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Describing Spoken English: An Introduction
Charles Boberg
2000· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Interview with Jack Chambers
Tony Pi
2025· article· en· Journal of English Linguistics· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Reflections From Editors of Journal of English Linguistics
Alexandra D’Arcy, Peter J. Grund, William A. Kretzschmar, Charles F. Meyer, Anne Curzan, Robin M. Queen +1 more
2022· article· en· Journal of English Linguistics· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
Language in Canada
Margery Fee
2000· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A Welcome and a Thank You
Alexandra D’Arcy, Peter J. Grund
2024· article· en· Journal of English Linguistics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About