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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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University of Pennsylvania Press eBooks
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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.

19 results · 1 filter active ·
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20012025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
19 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 19 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 19 of 19 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.

aboutno affunlabeled
Western Welfare in Decline
Catherine Kingfisher
2002· book· en· University of Pennsylvania Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
182
citations
aboutno affunlabeled
Fighting for the Farm
Jane Adams
2003· book· en· University of Pennsylvania Press eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
60
citations
aboutno affunlabeled
The Apache Diaspora
Paul Conrad
2021· book· en· University of Pennsylvania Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
26
citations
aboutno affunlabeled
Contested Spaces of Early America
Juliana Barr, Edward Countryman
2014· book· en· University of Pennsylvania Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
25
citations
aboutno affunlabeled
Toronto
Edward Relph
2013· book· en· University of Pennsylvania Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
aboutno affunlabeled
The People's Network
Robert MacDougall
2014· book· en· University of Pennsylvania Press eBooks· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
4. Developing the Animal Welfare State
Susan J. Pearson, Kimberly K. Smith
2014· book-chapter· en· University of Pennsylvania Press eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
The Many Resurrections of Henry Box Brown
Martha J. Cutter
2022· book· en· University of Pennsylvania Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Acknowledgments
2021· book-chapter· en· University of Pennsylvania Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Insensible of Boundaries
2024· book· en· University of Pennsylvania Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Chapter 3. The Problem of Canadian Day Laborers
Ashley Johnson Bavery
2020· book-chapter· en· University of Pennsylvania Press eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Chapter 2. Two Mary Carys in Canada West
Jewon Woo
2025· book-chapter· en· University of Pennsylvania Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

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