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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 Science and Administration
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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.

1,790 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.
1,790 works in the cohort · of 4,299,418page 25 of 36

Labels cover 49 of 1,790 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 1,790 of 1,790 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 affno abstractunlabeled
National Library of Canada to
2015· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· en· Global Biodiversity Information Facility· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
>Hello, World! 2014 BC Library Conference
Baharak Yousefi, Shirley Lew
2014· article· en· BCLA Browser: Linking the Library Landscape· Social Sciences
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Books: A rare and beautiful sight
Michelle Ward
2012· article· en· BCLA Browser: Linking the Library Landscape· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
National Library of Canada to
2014· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
YA Q&A Collaboration
Stephanie A. Squicciarini, Maureen Hartman, Erica Cuyugan
2010· article· en· Young Adult Library Services· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
The University Library and Reading
Sun Yu-peng
2014· article· en· Cross-cultural communication· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Index
2014· paratext· en· Library and information science· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Library: BUSN - Calgary & Alberta: Energy
Business Library
2010· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Index
2014· paratext· en· Advances in librarianship· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Notes on Libraries and Collections
Anne Marie Lane
2008· article· en· The Journal of the Early Book Society for the Study of Manuscripts and Printing History· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
COLT, LATIN and LTs
Kevin Dudeney
2006· article· it· Incite· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canadian Library Association Conference
Norman Horrocks
2007· article· en· Incite· Social Sciences
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
West Vancouver Memorial Library Opens Room 14
Jenny Benedict
2013· article· en· BCLA Browser: Linking the Library Landscape· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
William (Bill) Kaye Beatty, 1926–2002
Virginia L. Beatty
2003· article· en· Europe PMC (PubMed Central)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Shaping a SNAP-Ed Parent Website to Better Support Behavior Change
Zena Edwards, Erica Weintraub Austin, Bruce E. Pinkleton, Jill Armstrong Shultz, Kathleen Manenica
2013· article· en· Journal of Nutrition Education and Behavior· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About