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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
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.

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 11 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.

venueno affunlabeled
The Shifting sands of School Libraries
Ross J. Todd
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
Mapping the Canadian library and information science research landscape
Cora-Lynn Munroe-Lynds, Marc‐André Simard, Vinson Li, Emily McClean, Philippe Mongeon
2021· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · scholarly_communication
1
citations
venueno affno abstractunlabeled
Using "Second Life" in School Librarianship
Lisa M. Pérez
2009· article· en· Teacher librarian· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueaboutunlabeled
Libraries On the Hill:
Merran Carr-Wiggin, Céline Gareau-Brennan, Hélène Carrier, Michael B McNally
2025· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueaboutunlabeled
“To Teach Empathy and Fight Racism”
Laila El Mugammar
2022· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
1
citations
affunlabeled
Diversity and inclusion in libraries
Marcia Salmon
2021· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
distilled prediction:candidate · sts+open_scienceconsensus · none
1
citations
fundaboutno affunlabeled
Labor on campus: Academic Library service to labor groups
Deborah Joseph Schmidle
2002· article· en· Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
A Reflection on Precarity
Maureen Babb
2022· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affunlabeled
Play where you are
Mita Williams
2022· article· en· The Journal of Play in Adulthood· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenuegemma · no categorygpt · no categorymodels split
Honouring a love of books and reading in library and information science
Paulette Rothbauer, Marni R. Harrington
2022· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueaboutunlabeled
Les bibliothèques publiques des communautés de langue officielle en situation minoritaire : enjeux actuels sur le développement des collections en français
Catherine Lachaîne, Sarah Shaughnessy, Hélène Carrier, Céline Gareau-Brennan, Nadia Caidi
2022· article· fr· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
1
citations
aboutno affunlabeled
ARL Statistics 2023
Anam Mian, Holly Gross
2024· book· en· ARL statistics· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Education as a New Goal for National Libraries
Juan José Fuentes-Romero
2006· article· en· Alexandria The Journal of National and International Library and Information Issues· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
venueaboutno affunlabeled
Take a Walk! Innovative Programming from Winnipeg Public Library
Kirsten Wurmann
2016· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
affvenueaboutunlabeled
The Economics of Identity
Tina Tianyi Liu
2024· article· en· Canadian Journal of Academic Librarianship· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
Shift happens: The recent evolution of Canadian library associations
Susan Cleyle, Suzanne van den Hoogen
2020· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
venueno affno abstractunlabeled
Rethinking the Role of Parliamentary Libraries
Gaston Bernier
2005· article· en· Canadian parliamentary review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueaboutunlabeled
“We Learned As We Went Like Everyone Else”:
Janet Goosney
2024· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
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