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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
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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 35 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
Carnegie Public Library, Fort Frances, Canada
2018· article· en· Columbia Academic Commons (Columbia University)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Carnegie Public Library, Walkerton, Canada
2018· article· en· Columbia Academic Commons (Columbia University)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Annual Report, 2021-2022
Charles Henry
2023· report· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Communication Skills of Library Staff
2024· article· ur· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Promotion of Campus Reading Programs
Johnny Hou
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canadian Public Library Users are Unaware of Their Information Literacy Deficiencies as Related to Internet Use and Public Libraries are Challenged to Address These Needs. A Review of: Julien, Heidi and Cameron Hoffman. “Information Literacy Training in Canada’s Public Libraries.” Library Quarterly 78.1 (2008): 19‐41.
Martha Ingrid Preddie
2009· review· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Boys are Reading, but their Choices are not Valued by Teachers and Librarians. A Review of: McKechnie, Lynne (E.F.). “ ‘Spiderman is not for Babies’ (Peter, 4 Years): The ‘Boys and Reading Problem’ from the Perspective of the Boys Themselves.” The Canadian Journal of Information and Library Science 30.1/2 (2006): 57‐67.
2009· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Art of No
Sian M. Hunter
2017· article· en· Journal of Scholarly Publishing· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Re-Imaging Public Librarianship Education
Siobhan Stevenson
2025· article· en· Proceedings of the ALISE Annual Conference· Social Sciences
machine prediction:candidate · stsconsensus · none
0
citations
venueno affunlabeled
Nurturing lifelong readers
Gerri Judkins
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
EBLIP5 Call for Papers
2008· paratext· en· Evidence Based Library and Information Practice· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
“The Perils of Library Instruction”
Lydia Zvyagintseva, Joel Blechinger
2023· article· en· Canadian Journal of Academic Librarianship· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Information, the Library, and Late(r) Capitalism
John M. Budd
2025· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
machine prediction:candidate · stsconsensus · none
0
citations
venueaboutno affunlabeled
Information Without Borders 2024 Conference Report
2025· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
SL@Bibli8 What did we do for ISLM 2012
Inez Kinanthi
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Impact of Filtering on U.K. Youth
Edward Halpin, David Ray Griffin, Paul Trevorrow
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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