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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 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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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 10 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.

affvenueunlabeled
Examining the "Culture of Assessment" in Public Libraries
Allison Ferguson
2022· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
affvenueaboutunlabeled
"Just The Way We've Always Done It"
Amy McLay Paterson
2022· article· en· Canadian Journal of Academic Librarianship· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Minds Alive: Libraries and Archives Now
Becky Cox White
2023· article· en· The American Archivist· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
aboutno affunlabeled
Catalog Cards from the Edge: Precarity in Libraries
Adena Brons, Ean Henninger, Chloe Riley, Crystal Yin
2018· article· en· Summit (Simon Fraser University)· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Legislation Without Empathy: Race and Ethnicity in LIS
Gianmarco Visconti
2016· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
venueno affunlabeled
Transliterate Reading
Suzana Sukovic
2015· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
aboutno affno abstractunlabeled
Information Policy and the Canadian Library Association
Margaret Ann Wilkinson, Kirsti Nilsen
2010· article· en· Scholarship@Western (Western University)· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
affunlabeled
Your Choice Books
Wendy Molyneux
2009· article· en· Library and Information Research· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affunlabeled
Deciding Crises in Academic Libraries
Wayne Jones
2016· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
2
citations
aboutno affunlabeled
Changing Lives Through Literature in the Public Library
Vera Fessler, Katie Strotman, Patricia Bangs
2009· article· en· Virginia Libraries· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
affaboutunlabeled
Chinese Canadian Librarians
Yanli Li
2023· article· en· International Journal of Librarianship· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
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
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
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
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
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
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

How this was built: Screen · Findings · About