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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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Purdue University 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.

30 results · 1 filter active ·
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20052025
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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.
30 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 30 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 30 of 30 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Journals and Supplementary Data
Betty Landesman
2013· book-chapter· en· Purdue University Press eBooks· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Don’t Forget the Little Publishers
David R. Myers, Tom Taylor, Stuart Silcox, Jim Dooley
2012· book-chapter· en· Purdue University Press eBooks· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Moving Technical Reports Forward
David Scherer, Roberto Sarmiento, Maliaca Oxnam, Charles Watkinson
2013· book-chapter· en· Purdue University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Moving Your Library to the Cloud
Carrie Rampp, Jennifer Clarke, Bill Burkholder
2012· book-chapter· en· Purdue University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
What Provosts Think Librarians Should Know
James O’Donnell, John Creed, José-Marie Griffiths
2013· book-chapter· en· Purdue University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
0
citations
fundno affunlabeled
Shattered Liberation
2025· book· Purdue University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affunlabeled
Changing Operations of Academic Libraries
Allen McKiel, Robert Murdoch, Jim Dooley
2013· book-chapter· en· Purdue University Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comparison and Review of 17 E-Book Platforms
J. P. Lavender, Courtney McAllister
2020· book-chapter· en· Purdue University Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations

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