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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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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.

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
Evidence
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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 11 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.

affvenueunlabeled
Art and Archaeology
H. A. Kennedy, Hugh McKenzie
2023· article· en· Pathways· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Rorke Stores Museum: "Balancing the Scales"
Robyn Pike
2004· article· en· Material Culture Review / Revue de la culture matérielle· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Curated Decay
Peter S. McInnis
2023· article· en· Labour / Le Travail· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Paintings Alive
Victoria Wetzel, Polina Zioga
2022· article· en· Interactive Film and Media Journal· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Aspects of Museum Education in School
Susan Humphries, Susan Rowe
2012· article· en· LEARNing Landscapes· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Paintings Alive
Polina Zioga, Victoria Wetzel
2022· article· en· Interactive Film and Media Journal· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
ćəsnaʔəm, the City before the City
Paul Tapsell
2018· book-chapter· az· Manchester University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Participatory Architecture
Mary Leigh Morbey, Lourdes Villamor, Maureen Muwanga Senoga, Jane Griffith
2012· book-chapter· en· Advances in mobile and distance learning book series· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
A Nutritious Field Trip
Christina Siry, Jillian Famiglietti
2007· article· en· Journal of Nutrition Education and Behavior· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
The times of the curator
James Clifford
2019· book-chapter· en· Manchester University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About