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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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International Journal of Librarianship
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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
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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.

34 results · 1 filter active ·
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20162025
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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.
34 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 34 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 34 of 34 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The State of Library Makerspaces
Fangmin Wang, Weina Wang, Sally Wilson, Namir Ahmed
2016· article· en· International Journal of Librarianship· Social Sciences
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Impact of Transformative Agreements on Publication Patterns
Caitlin Bakker, Allison Langham-Putrow, Amy Riegelman
2024· article· en· International Journal of Librarianship· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
12
citations
affaboutunlabeled
Food Deserts or Food Swamps?
Xue Luo
2020· article· en· International Journal of Librarianship· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
affaboutunlabeled
Extending the Conversation
Amy Marshall Furness, Paola Poletto
2024· article· en· International Journal of Librarianship· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affaboutunlabeled
Chinese Canadian Librarians
Yanli Li
2023· article· en· International Journal of Librarianship· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affaboutunlabeled
Creating a Forum for Library Professionals
Lei Jin, Guoying Liu, Wei Zhang
2023· article· en· International Journal of Librarianship· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affunlabeled
Retrospect and Prospect
Guoying Liu, Yongming Wang, Xiaoai Ren, Michael Bailou Huang, Keven Liu, Qing Ming Zou
2023· article· en· International Journal of Librarianship· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
afffundaboutunlabeled
Chinese Academic Library Services: A Web Survey
Guoying Liu
2016· article· en· International Journal of Librarianship· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Editorial: Introducing this Special Issue on Data Librarianship
Kristi Thompson
2017· editorial· en· International Journal of Librarianship· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Guest Editorial on Linked Data
Qing Zou
2018· editorial· en· International Journal of Librarianship· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Guest Editorial: Embedded Libraries and Archives in Museums
Anne Evenhaugen, Celia Emmelhainz
2024· editorial· en· International Journal of Librarianship· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affunlabeled
Book Review of the Data Librarian's Handbook
Daniel L. Edelstein
2017· article· en· International Journal of Librarianship· Decision Sciences
distilled prediction:candidate · metaresearch+open_science+insufficient_payloadconsensus · none
0
citations
affunlabeled
The Founding of Film in Museums
Peyton Moriarty
2024· article· en· International Journal of Librarianship· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Our Journey of Building Trust
Xiying Mi, Afra Bolefski, Mai Lu, Ximin Mi
2023· article· en· International Journal of Librarianship· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
AI in Scholarly Publishing
Wenli Gao, Guoying Liu, Michael Bailou Huang, Hong Yao
2025· article· en· International Journal of Librarianship· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About