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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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Cultural Industries and Urban Development
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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
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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.

2,719 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.
2,719 works in the cohort · of 4,299,418page 10 of 55

Labels cover 10 of 2,719 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 2,719 of 2,719 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.

affno abstractunlabeled
Digital Dilemmas
Diana C. Parry, Corey W. Johnson, Simone Fullagar
2018· book· en· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Highly Skilled Workers and Employment Risks
Martine D’Amours, Marie‐Josée Legault
2013· article· en· Labor Studies Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Leisure Music Production
Robert A. Stebbins
2017· book· en· Oxford University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
Border Scenes
Michael Darroch
2014· article· en· Cultural Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
CYBERMUSEOLOGY AND INTANGIBLE HERITAGE
Dominique Langlais
2005· article· en· Intersections conference journal· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Arts and culture management
Jaime Alejandro Rodríguez Ruiz, François Colbert, Alessandro Hinna
2017· article· en· Academia Revista Latinoamericana de Administración· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Entrepreneurial Urban Regeneration
Rezart Prifti, Fatma Jaupi
2020· book· en· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
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How this was built: Screen · Findings · About