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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
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 19 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
Collaborative Museology
Philipp Schorch
2025· reference-entry· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Seeing fashion through sound
Jenni Lin Armstrong
2021· preprint· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Animating the Inanimate
A. Damodaran
2022· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
The Hobbyist Tourist Gaze
Robert A. Stebbins
2025· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
afffundaboutunlabeled
The Global Engagement of Museums in Canada
Jeffrey Brison, Sarah Smith, Elyse Bell, Antoine Devroede, Simge Erdogan, Christina Fabiani +7 more
2021· report· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Conclusion and Suggestion
George Zhou, Shijing Guo, Banglong Jiang, Sonia Ho
2023· book-chapter· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Bear in the Museum
Peter Davis
2019· other· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Shadowed Silhouettes
Reed Gochberg
2021· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Seeing fashion through sound
Jenni Lin Armstrong
2021· preprint· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Museum Marketing in Focus
2025· other· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
List of Authors
Yves Bergeron
2023· other· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Science Exhibits
Alan Nursall
2015· book-chapter· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Conclusion
Bodil Axelsson, Fiona R. Cameron, Katherine Hauptman, Sheenagh Pietrobruno
2022· book-chapter· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Introduction
Bodil Axelsson, Fiona R. Cameron, Katherine Hauptman, Sheenagh Pietrobruno
2022· book-chapter· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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