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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 Information Literacy
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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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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.

1,585 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.
1,585 works in the cohort · of 4,299,418page 15 of 32

Labels cover 44 of 1,585 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 1,585 of 1,585 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
What They Don't Teach You in Library School
Janet Hempstead
2012· article· en· Canadian Journal of Information and Library Science· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
1
citations
affvenueunlabeled
The Effects of Information Literacy Instruction on Business Students
Brian Detlor, Lorne D. Booker, Heidi Julien, Alexander Serenko
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · scholarly_communication
1
citations
venueno affunlabeled
Barriers to School Library Development
Margaret Baffour-Awuah
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
1
citations
affvenueunlabeled
RE-DESIGNING THE LIBRARY FOR DESIGN ENGINEERING
Sharon Murphy, Nasser Saleh
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
The impact of CPD workshops on library professional practice
Jennifer Campbell‐Meier, Anne Goulding
2019· 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
1
citations
venueno affunlabeled
School Libraries
Ellen R. Tise
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
1
citations
venueno affunlabeled
Instruction from the margins: Giving voice to community college librarians
Heidi Julien, Don Latham, Melissa Gross
2021· 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
1
citations
affunlabeled
Beyond databases
Dana Ingalls
2018· article· en· Journal of Information Literacy· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Collaboration is the key
Elizabeth Greef
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
Librarianship in 2010: The '00 Decade in Review
John Durno, Simon J. Lloyd, Elaine MacLean, Sandra Singh
2001· article· en· IFLA Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affgemma · scholarly_communicationgpt · no categorymodels split
In the Growing Information Mall, Some Things Never Change
Hailley Fargo
2017· article· en· Evidence Based Library and Information Practice· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
1
citations
venueno affunlabeled
School Librarians Coping with Electronic Environments
Jadranka Lasić‐Lazić, Mihaela Banek Zorica, Sonja Špiranec
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Dual Use School Community Libraries
Genevieve Hart
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
1
citations

How this was built: Screen · Findings · About