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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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Museum Worlds
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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.

19 results · 1 filter active ·
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20132024
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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.
19 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 19 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 19 of 19 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.

affunlabeled
Critical Museology
Anthony Shelton
2013· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · noneconsensus · none
91
citations
affunlabeled
Museums in the Pandemic
Joanna Cobley, David Gaimster, Stephanie So, Ken Gorbey, Ken Arnold, Dominique Poulot +11 more
2020· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Borders and Interruptions
Gwyneira Isaac, Diana E. Marsh, Laura Osorio Sunnucks, Anthony Shelton
2019· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Engaging Dialogues
Silvia Forni
2017· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Exhibition Reviews
Isabelle Gapp, Rose Taylor, Ching-yueh Hsieh, Jingjing Zhou, Caroline Colbran, Emily Poore
2023· article· en· Museum Worlds· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Exhibit Reviews
Johanna Zetterström‐Sharp, Bruce D. Levy, Vera Mey, Jeanette Atkinson, Elizabeth Rankin, Ying Ying Lai +3 more
2014· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Review Essays
Vibe Nielsen, Henrietta Lidchi, Jesmael Mataga, Annelise Schroeder, Gwyneira Isaac, Riley Rogerson
2022· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Book Review Essay
Paulette Wallace
2020· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
Stephanie Sipei Lu, Aayushi Gupta, Linnea Wallen, Jesmael Mataga, Jason Gibson, Peter Brunt +4 more
2023· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Exhibition Reviews
Linda Grussani, Rachel Smith, Garance Nyssen, Luiza de Paula Souza Serber, Na'ankwat Kwapnoe-Dakup, Jessica Hope van Heerden +4 more
2024· article· en· Museum Worlds· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Destination Museum
Conal McCarthy
2019· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
Shelley Butler, Conal McCarthy, Fiona P. McDonald
2013· article· en· Museum Worlds· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Book Reviews
Isabelle Williams, Florence Esson, Yunci Cai, Lee Davidson, Valentin Gorbachev, Nathan Jones +4 more
2022· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Unpacking the Museum Register
Emma Knight
2017· article· en· Museum Worlds· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Museums and the Pandemic, One Year On
Joanna Cobley
2021· article· en· Museum Worlds· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About