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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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Cataloging & Classification Quarterly
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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.

51 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
51 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 51 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 51 of 51 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Adapting Dominant Classifications to Particular Contexts
Angela Kublik, Virginia Clevette, Dennis Ward, Hope A. Olson
2003· article· en· Cataloging & Classification Quarterly· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affunlabeled
The Essential Elements of Faceted Thesauri
Louise F. Spiteri
2000· article· en· Cataloging & Classification Quarterly· Computer Science
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Uniform Titles From AACR to RDA
Jean Weihs, Lynne C. Howarth
2008· article· en· Cataloging & Classification Quarterly· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
Cataloging Internet Resources: Why, What, How
Vinh‐The Lam
2000· article· en· Cataloging & Classification Quarterly· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
12
citations
affunlabeled
Cataloging and Classification: An Introduction
Elisa Sze
2024· article· en· Cataloging & Classification Quarterly· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
10
citations
affunlabeled
Metadata, Metaphor, and Metonymy
D. Grant Campbell
2005· article· en· Cataloging & Classification Quarterly· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
fundno affunlabeled
One for Nine Ten: Cataloging for Consortia Collections, a UC model
Renee Ka Yin Chin, Rebecca Culbertson, Deng Shi, Kathleen Garvey-Clasby, Bie-hwa Ma, Donal O'Sullivan +1 more
2017· article· en· Cataloging & Classification Quarterly· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Introduction
Cheryl A. Metoyer, Ann M. Doyle
2015· article· en· Cataloging & Classification Quarterly
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
In Memoriam: Nancy J. Williamson
Sandra K. Roe
2024· article· en· Cataloging & Classification Quarterly· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Three Book Collectors of Imperial Spain
Ruth C. Carter
2002· article· en· Cataloging & Classification Quarterly· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About