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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
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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 1 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.

affno abstractunlabeled
Information practices of immigrants
2010· article· en· Annual Review of Information Science and Technology· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
268
citations
aboutno affunlabeled
Reading Beyond the Book
2013· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
116
citations
venueno affunlabeled
Coming-Out: Gay Males' Information Seeking
2007· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
69
citations
venueno affno abstractunlabeled
Introduction to Public Librarianship
2007· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
39
citations
affaboutunlabeled
What Do Young Teens Think about the Public Library?
2011· article· en· The Library Quarterly· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
34
citations
affaboutunlabeled
Settling in: how newcomers use a public library
2018· article· en· Library Management· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
27
citations
afffundaboutno abstractunlabeled
Instructional practices in Canadian public libraries
2005· article· en· Library & Information Science Research· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
24
citations
affaboutgemma · no categorygpt · no categorymodels split
Baby boomers, their elders and the public library
2012· article· en· Library Review· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
23
citations
affaboutunlabeled
Access and Its Limits
2015· article· en· Space and Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
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