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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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Library Collection Development and Digital Resources
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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.

920 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.
920 works in the cohort · of 4,299,418page 18 of 19

Labels cover 20 of 920 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 920 of 920 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
FROM THE LIBRARY DIRECTOR
2004· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Technologies optiques, CD-ROM et bibliothèques
2015· article· fr· Documentation et bibliothèques· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
0
citations
venueno affunlabeled
Future of the book?
2021· article· en· IASL Annual Conference Proceedings· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
De-selection: what are we throwing out?
2002· article· en· Art Libraries Journal· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
0
citations
affvenueunlabeled
Deciphering Customer Perceptions of Academic Library Features
2016· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · scholarly_communication
0
citations
aboutno affunlabeled
Wiley (John) & Sons Inc.
2008· article· en· Mergent s Dividend Achievers· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Is Open Source Right for your Library
2008· article· en· ˜The œopen source business resource· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
LEGISinfo
2004· article· en· Reference Reviews· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Correction
2025· article· en· Music Reference Services Quarterly· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Everything Counts Toward Book Collection Development
2017· article· en· ˜The œChristian librarian:/˜The œChristian librarian· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Acquisitions et
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Evidence Summary Theme: Ebooks
2025· article· en· Evidence Based Library and Information Practice· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
0
citations
aboutno affunlabeled
PERMISSION TO USE
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
LibGuides: Library Access Browser Extension: Home
2017· libguides· en· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication
0
citations
aboutno affunlabeled
LibGuides: NSCAD Library: Home
2017· libguides· en· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Acknowledgments
2007· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canada Commons
2022· article· en· The Charleston Advisor· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
National Library of Canada to
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
New Directions in Serials Management
2002· article· en· Collection Management· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affgemma · scholarly_communicationgpt · scholarly_communicationmodels agree
A Tale of Two Journals
2004· article· en· Journal of Scholarly Publishing· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
0
citations

How this was built: Screen · Findings · About