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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
Abstract
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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
aboutaboutness

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 teacher distillation outputs. 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
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
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
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
313
citations
afffundaboutunlabeled
Museum experiences that change visitors
Barbara J. Soren
2009· article· en· Museum Management and Curatorship· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
123
citations
affunlabeled
Introduction to Sensory Museology
David Howes
2014· article· en· The Senses and Society· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
105
citations
affunlabeled
Critical Museology
Anthony Shelton
2013· article· en· Museum Worlds· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
91
citations
afffundunlabeled
Mapping Place
Jean Ho Chu, Paul Clifton, Daniel Harley, Jordanne Pavao, Ali Mazalek
2015· article· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
62
citations
aboutno affunlabeled
A Historian's Brief Guide to New Museum Studies
Randolph Starn
2005· article· en· The American Historical Review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
55
citations
fundno affunlabeled
De-growing museum collections for new heritage futures
Jennie Morgan, Sharon Macdonald
2018· article· en· International Journal of Heritage Studies· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
aboutno affunlabeled
Museums and the Paradox of Change
Robert R. Janes
2013· book· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · 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
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
41
citations
affunlabeled
John Dewey and Adult Learning in Museums
David F. Monk
2013· article· en· Adult Learning· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · 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
distilled prediction:candidate · stsconsensus · sts
40
citations
affunlabeled
Competing Agendas: Young Children's Museum Field Trips
David P. Anderson, Barbara Piscitelli, Michele C. Everett
2008· article· en· Curator The Museum Journal· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
36
citations
affunlabeled
Critical Histories of Museum Catalogues
Hannah Turner
2016· article· en· Museum Anthropology· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
34
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
distilled prediction:candidate · noneconsensus · none
34
citations
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