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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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American Speech
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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
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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.

36 results · 1 filter active ·
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20042025
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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.
36 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 36 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 36 of 36 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Unlocking the Mystery of Dialect B
Stuart Davis, Kelly Berkson, Alyssa Strickler
2019· article· en· American Speech· Social Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
aboutno affunlabeled
Bag Across the Border
Julia Thomas Swan
2019· article· en· American Speech· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
31
citations
affaboutunlabeled
New York City English in Film
Charles Boberg
2018· article· en· American Speech· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
Diva Diction
Charles Boberg
2020· article· en· American Speech· Social Sciences
distilled prediction:candidate · noneconsensus · none
21
citations
aboutno affunlabeled
Regional Patterns in Prevelar Raising
Joseph A. Stanley
2021· article· en· American Speech· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affaboutunlabeled
Interesting<i>Fellow</i>or Tough Old<i>Bird</i>?
Karlien Franco, Sali A. Tagliamonte
2020· article· en· American Speech· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
<i>Wait</i>, It’s a Discourse Marker
Sali A. Tagliamonte
2020· article· en· American Speech· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
Cultures and Complexities Concerning Place
Bryce McCleary, Tyler Kibbey
2023· article· en· American Speech· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
North Versus South
Stephen Levey, Gabriel DeRooy
2020· article· en· American Speech· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
PRESIDENT’S MESSAGE
Sali A. Tagliamonte
2019· article· en· American Speech· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
It’s a Guy Thing
John Considine
2022· article· ru· American Speech· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Editors’ Notes
2025· article· en· American Speech· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About