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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.

affaffiliation
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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
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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 3 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Library crime and security : an international perspective
2019· book· en· CERN Document Server (European Organization for Nuclear Research)· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
13
citations
venueaboutno affunlabeled
“Nice White Meetings”
2020· article· en· Canadian Journal of Academic Librarianship· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
venueno affunlabeled
The Librarian as Practitioner/Researcher: A Discussion
2013· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
11
citations
affgemma · no categorygpt · no categorymodels agree
Using libraries in China: Know before you go
2005· article· en· College & Research Libraries News· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
11
citations
fundno affunlabeled
Epistemicide Beyond Borders
2023· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
distilled prediction:candidate · stsconsensus · none
11
citations
affunlabeled
Advancing Equitable Cataloging
2021· article· en· NASKO· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affvenueunlabeled
In Search of Shifting and Emergent Librarian Identities
2020· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
10
citations
venueno affunlabeled
Nānā I Ke Kumu - Look to the Source
2021· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
10
citations
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