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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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Journal of Cultural Analytics
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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.

199 results · 1 filter active ·
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20162025
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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.
199 works in the cohort · of 4,299,418page 4 of 4

Labels cover 0 of 199 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 199 of 199 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Measuring Modernist Novelty
Laura McGrath, Devin Higgins, Arend Hintze
2018· article· en· Journal of Cultural Analytics· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Narrative Boundaries Annotation Guide
Joshua D. Eisenberg, Mark A. Finlayson
2021· article· en· Journal of Cultural Analytics· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
TED Talks as Data
Katherine M. Kinnaird, John Laudun
2019· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Identity Issue
Susan G. Brown, Laura Mandell
2018· article· Journal of Cultural Analytics· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Unpacking Reed Peggram’s Library
Ethelene Whitmire
2024· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Celebrating 5 Years of Cultural Analytics
Andrew Piper
2021· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Data Set Failures and Intersectional Data
Nikki Stevens
2019· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Collaborative Annotation as a Teaching Tool
Matthias Bauer, Miriam Lahrsow
2021· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Wikipedia Republic of Literary Characters
Paula Wójcik, Bastian Bunzeck, Sina Zarrieß
2023· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Virginia Woolf’s Common Readers in Paris
Helen Southworth, Alice Staveley, Matthew Hannah, Claire Battershill, Elizabeth Willson Gordon
2024· article· en· Journal of Cultural Analytics· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Eclectic Reader
James J. English, Joanne S. Porter
2025· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Send us your null results
Andrew Piper
2020· article· en· Journal of Cultural Analytics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · none
0
citations

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