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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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Library Collection Development and Digital Resources
Retraction
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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 ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
920 works in the cohort · of 4,299,418page 2 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.

affaboutunlabeled
“We Own It”
2006· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
16
citations
affaboutunlabeled
Restructuring the Academic Library
2003· article· en· Journal of Interlibrary Loan Document Delivery & Electronic Reserve· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
11
citations
affunlabeled
PDA and the humanities
2013· article· en· The Electronic Library· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
11
citations
venueno affunlabeled
E-Book Discovery and Use Behaviour is Complex
2008· article· en· Evidence Based Library and Information Practice· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
10
citations
aboutno affunlabeled
Annual Fund Programs for Academic Libraries
2000· article· en· Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
e-Books for Educational Uses
2013· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
affunlabeled
Public library use of free e-resources
2012· article· en· Journal of Librarianship and Information Science· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
9
citations
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How this was built: Screen · Findings · About