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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.

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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 9 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
“What Library?”
Katherine Klein
2023· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
2
citations
aboutno affunlabeled
Curating Community Collections
Mary Schreiber, Wendy K. Bartlett
2024· book· en· Bloomsbury Publishing Plc eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · none
2
citations
affvenueunlabeled
Sexual Assault Survivors and Information: Needs and Recommendations
Stephanie Willen Brown
2022· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
2
citations
venueno affunlabeled
Professionalism Reconsidered
Emily Drabinski
2020· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
Information sharing in leisure: Connecting through storytelling
Lisa Quirke, Lynne C. Howarth, Emily Meikle
2018· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · scholarly_communication
2
citations
venueno affunlabeled
Information Science Professionals as Community Action Researchers to Further the Role of Rural Public Libraries in Small Business Economic Development: A Case Study of Tennessee = Les professionnels des sciences de l'information en tant que chercheurs en action communautaire dans le but de renforcer le rôle des bibliothèques publiques rurales dans le développement économique des petites entreprises: une e´tude de cas au Tennessee
Bharat Mehra, Bradley Wade Bishop, Robert P. Partee
2016· article· fr· Canadian journal of information science· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · sts+scholarly_communication
2
citations
affvenueaboutunlabeled
Studying the Use of Public Spaces in the Library
Francine May
2013· article· fr· 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
2
citations
aboutno affunlabeled
International Public Library Trends
Nerida Clifford
2003· article· en· Australasian public libraries and information services· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
2
citations
aboutno affunlabeled
Responses to Our Readership Survey
Lisa R. Dittrich
2006· article· en· Academic Medicine· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Reflections on School Library as Space, School Library as Place
Marcia A. Mardis
2001· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
2
citations
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
venueno affunlabeled
You Can't Judge a Book by Its Cover!
Kerry Pope
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
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
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