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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
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 4 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.

venueaboutno affunlabeled
“Pure Delight and Professional Development”: The Reading Practices and Library Use of an Active Poetry Community / « Pures délices » et développement professionnel : Les pratiques de lecture d’une communauté active de poésie et la fréquentation de la bibliothèque
2014· article· fr· Canadian Journal of Information and Library Science· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
8
citations
affvenueaboutunlabeled
Canadian Librarianship and the Politics of Recognition
2021· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
8
citations
affaboutunlabeled
Diversity by design: From concept to action
2017· article· en· Proceedings of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · stsconsensus · none
8
citations
afffundvenueaboutunlabeled
Fear at First Sight: Library Anxiety, Race, and Nova Scotia
2018· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
8
citations
affunlabeled
Librarians Without Borders
2007· article· en· Journal of Hospital Librarianship· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affgemma · no categorygpt · no categorymodels agree
Welcome to Library and Information Science
2012· article· en· Journal of Education for Library and Information Science· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
7
citations
affvenueunlabeled
Information Literacy Instruction during COVID-19
2021· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
7
citations
affvenueunlabeled
Library Curriculum as Epistemic Justice
2023· article· en· Canadian Journal of Academic Librarianship· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations

How this was built: Screen · Findings · About