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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
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 ·
Categories
Machine labels · sparse coverage
Evidence
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 2 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.

affaboutunlabeled
Whither They Go
2003· article· en· Behavioral & Social Sciences Librarian· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
21
citations
affno abstractunlabeled
Libraries in England and Wales
2016· dataset· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
venueno affunlabeled
How Cute! Race, Gender, and Neutrality in Libraries
2017· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
18
citations
aboutno affunlabeled
Never Enough
2000· article· en· Behavioral & Social Sciences Librarian· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
18
citations
fundno affunlabeled
Silencing Stories: Challenges to Diverse Books
2019· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Can we talk?
2015· article· en· New Library World· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
venueno affunlabeled
Teacher and School Librarian Collaboration: A Preliminary Report of Teachers' Perceptions about Frequency and Importance to Student Learning / La collaboration entre enseignants et bibliothécaires scolaires : rapport préliminaire sur la perception par les enseignants de sa fréquence et de son importance pour l'apprentissage des étudiants
2011· article· fr· Canadian Journal of Information and Library Science· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
14
citations
venueaboutno affunlabeled
Unpacking "Information Inequality": Toward a Critical Discourse of Global Justice in Library and Information Science / Pour exposer la question de « l'inégalité de l'information » : Vers un discours critique de la justice mondiale en sciences de l'information et bibliothéconomie
2012· article· fr· Canadian Journal of Information and Library Science· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · scholarly_communication
14
citations
venueno affunlabeled
Silence in the Stacks
2023· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
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How this was built: Screen · Findings · About