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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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Digital and Traditional Archives Management
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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 6 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.

affvenueunlabeled
'Major Technological Challenge'
Magnus Berg
2021· article· en· Emerging Library & Information Perspectives· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
venueno affunlabeled
Archives and the Intangible
2006· article· en· Archivaria· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
New Memory and the Archive
Andrew Hoskins
2023· book-chapter· en· Archives· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
The Librarian-As-Insider-Ethnographer
Jessie Lymn
2013· article· en· UTS ePRESS (University of Technology Sydney)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
Archives and Social Media
Mark Vajcner
2011· article· en· oURspace (University of Regina)· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
4
citations
affvenueaboutunlabeled
Cultural Heritage Informatics, Old Idea or Emerging Domain?
Hannah Turner, Shirin G. Alamdar, Stacy Allison‐Cassin, Isto Huvila, Diana E. Marsh
2025· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affvenueunlabeled
Indigitization
Rachel Bickel, Sarah Dupont
2018· article· en· KULA knowledge creation dissemination and preservation studies· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
3
citations
affvenueunlabeled
Black Hole or Brave New World?
Sarah Glassford
2018· article· en· Emerging Library & Information Perspectives· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
venueno affunlabeled
The Twilight of Digitization Is Now
Thomas Hecker
2003· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
3
citations
venueaboutno affunlabeled
Troubling Records
Cheryl Regehr, Kaitlyn Regehr, Arija Birze, Wendy Duff
2023· article· en· Archivaria· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Diversity, Recordkeeping, and Archivy
Rebecka Taves Sheffield, Janet Ceja, Stanley H. Griffin
2021· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Arts and Humanities
distilled prediction:candidate · sts+open_scienceconsensus · none
3
citations
venueaboutno affunlabeled
Presidential Address: The Invisible Historian
Jim Miller
2006· article· en· Journal of the Canadian Historical Association· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About