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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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Digital and Traditional Archives Management
Retraction
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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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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.

1,360 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.
1,360 works in the cohort · of 4,299,418page 14 of 28

Labels cover 12 of 1,360 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 1,360 of 1,360 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Fevered Inheritances
Anastasia Armendariz, Kate Orazem
2025· article· en· Archivaria· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Format Identification in Context: Patterns & Hazards in Digital Preservation Workflows
Andrew Jackson, Paul Wheatley, Steve Daly, Heather Tompkins, Tyler Thorsted, David Clipsham +12 more
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Format Identification in Context: Patterns & Hazards in Digital Preservation Workflows
Andrew Jackson, Paul Wheatley, Steve Daly, Heather Tompkins, Tyler Thorsted, David Clipsham +12 more
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Collaborative Constructions of Preservation
Robyn Stobbs
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Collaborative Constructions of Preservation
Robyn Stobbs
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Carnegie Public Library, Forest, Canada
2018· article· en· Columbia Academic Commons (Columbia University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
We're Hiring: Managing Director
Alejandra Casas Niño de Rivera
2020· preprint· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Saving room for CUSTARD
Randall C. Jimerson
2002· article· en· OCLC Systems & Services· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
O necessário diálogo entre Arquivologia e Arquitetura
Marlice Nazareth Soares de Azevedo
2012· article· pt· Open MIND· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
O necessário diálogo entre Arquivologia e Arquitetura
Marlice Nazareth Soares de Azevedo
2012· article· pt· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
An Analysis on Professional Ethics Rules of Archivists
2017· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Archival Sources
2005· article· en· Ontario History· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueaboutunlabeled
Metadata Practices for Canadian Cultural Landscapes
Alycia Bockus-Vanin
2025· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
fundno affunlabeled
Context(s) of the Archive
Randolph C. Head
2025· article· en· Boletim do Arquivo da Universidade de Coimbra· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
EHRI-PP_D4.3_Internationalisation strategy
Reto Speck, Michal Frankl, Neal Guthrie
2023· report· en· HAL (Le Centre pour la Communication Scientifique Directe)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Scaling up Arts and Humanities: The DARIAH Approach to Data and Services
Aurélien Berra, Matej Ďurčo, Chad Gaffîeld, Nicolas Larrousse, Paulin Ribbe, Mike Priddy +1 more
2017· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
venueno affunlabeled
ARCHIVAL PRINCIPLES
2018· book-chapter· en· Archives· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Catholic Record Society
Gašper Jakovac
2024· article· Early Modern Digital Review· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
PRESIDENTIAL RECORDS
John Brademas
2002· article· en· RBM A Journal of Rare Books Manuscripts and Cultural Heritage· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Watching and learning from archives
Rajani Visvanatha
2024· article· en· Canada Watch· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Community Archiving Independent Media
M. Àngels Jiménez
2018· article· en· KULA knowledge creation dissemination and preservation studies· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Dust-to-Digital: A Case Study
Priscilla Carmini
2020· article· en· The iJournal Student Journal of the Faculty of Information· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Response to ‘Narrators’
Alan Stewart
2023· book-chapter· en· Archives· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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