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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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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
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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 4 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.

aboutno affunlabeled
Challenges and approaches in conserving New Ink Art
Angela Wai-sum Liu, Athena Kin-kam Wong, Evita S. Yeung
2016· article· en· Studies in Conservation· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Local Climatological Data Summary: Moline, Illinois, 1872-1992
2014· article· en· Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
aboutno affunlabeled
Hidden Health Hazards: Toxins in Museum Collections
Sarah Whaley, Corey Barber, Holly Cusack Mcveigh
2021· article· en· ISEE Conference Abstracts· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Temperature
G.S. Patience, P.A. Patience
2017· book-chapter· en· Elsevier eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
NOT FOR DISTRIBUTION OR PUBLICATION
2014· article· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
National Museum of the American
2010· article· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Cataloguing Michael Snow: Photo-Works
Ariel Bader-Shamai
2021· preprint· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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