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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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Museums and Cultural Heritage
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.

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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.

1,550 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.
1,550 works in the cohort · of 4,299,418page 1 of 31

Labels cover 2 of 1,550 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 1,550 of 1,550 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
The Museum Experience
John H. Falk, Lynn D. Dierking
2016· book· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
820
citations
aboutno affunlabeled
Archaeology as a Tool of Civic Engagement
Barbara J. Little, Paul A. Shackel
2007· book· en· AltaMira Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
313
citations
afffundaboutunlabeled
Museum experiences that change visitors
Barbara J. Soren
2009· article· en· Museum Management and Curatorship· Arts and Humanities
machine prediction:candidate · noneconsensus · none
123
citations
affunlabeled
Introduction to Sensory Museology
David Howes
2014· article· en· The Senses and Society· Arts and Humanities
machine prediction:candidate · noneconsensus · none
105
citations
affunlabeled
Critical Museology
Anthony Shelton
2013· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · noneconsensus · none
91
citations
afffundunlabeled
Mapping Place
Jean Ho Chu, Paul Clifton, Daniel Harley, Jordanne Pavao, Ali Mazalek
2015· article· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
62
citations
aboutno affunlabeled
Museums and the Paradox of Change
Robert R. Janes
2013· book· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
48
citations
aboutno affunlabeled
Beyond the Box : Diverging Curatorial Practices
Melanie Townsend, Jessica Bradley, Sarah Cook, Sara Diamond, Andrea Fraser, Bruce Grenville +7 more
2003· book· en· Banff Centre Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Science education through informal education
Mijung Kim, Eduardo Dopico
2014· article· en· Cultural Studies of Science Education· Arts and Humanities
machine prediction:candidate · noneconsensus · none
40
citations
aboutno affunlabeled
Blobgects: Digital museum catalogs and diverse user communities
Ramesh Srinivasan, Robin Boast, Katherine Becvar, Jonathan Furner
2009· article· en· Journal of the American Society for Information Science and Technology· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
34
citations
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