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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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Conservation Techniques and Studies
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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
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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.

378 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.
378 works in the cohort · of 4,299,418page 7 of 8

Labels cover 0 of 378 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 378 of 378 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Unlocking sustainable cultural heritage preservation
Veronica Biolcati, Niels Jørgen Borring, Gianluca Pastorelli, Pil Uthaug Rasmussen
2024· article· en· Ministry of Culture Research Portal· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
The Nanaimo Free Press [Saturday, May 16, 1885]
2020· other· en· VIUSpace (Vancouver Island University Library)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Deep Learning for Robust Super-resolution
2021· dissertation· en· University Library (University of Saskatchewan)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Frank Watson's War
2025· other· en· Figshare· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Modern Art, new problems
Anna Vila
2015· book-chapter· es· Ministry of Culture Research Portal· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Развитие профессии реставратора
Ф.Ю. Бобров
2023· article· ru· Научные труды Санкт-Петербургской академии художеств.· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affunlabeled
Balancing Scales: Documenting a 17th Century Adobe Structure for its Holistic Assessment and Conservation using Multiple Scales of Level of Detail
Elyse Hamp, M. Reina Ortiz, D. Aiello, Luigi Barazzetti, Mario Santana Quintero, Elena Macchioni +1 more
2025· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Obsolescence programmée ?
Bénédicte Rolland-Villemot
2021· article· fr· e-Phaïstos· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
“Re-Collections” on Conservation
Dee Stubbs-Lee
2025· article· en· Collections A Journal for Museum and Archives Professionals· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Creating space for climate justice in library and information science
Tami Oliphant, Tyler Youngman, Dan Hackborn, Lisa P. Nathan, Beth Patin
2025· article· en· Information Research an international electronic journal· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
0
citations
venueno affunlabeled
European Tapestries
2021· reference-entry· en· Renaissance and Reformation· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About