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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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Fashion and Cultural Textiles
Retraction
Abstract
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Label agreement
Label status

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.

1,242 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.
1,242 works in the cohort · of 4,299,418page 3 of 25

Labels cover 3 of 1,242 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 1,242 of 1,242 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Study on the Traditional Handloom Textiles in India
Ramratan Guru, P. Thennarasu, Satyanarayan Panigrahi, Rohit Kumar
2022· article· en· Textile & Leather Review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
Framing Disability in Fashion
Jordan Foster
2021· book-chapter· en· Oxford University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Fashion Curating
2017· book· en· Bloomsbury Publishing Plc eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Nymphs and Satyrs
David Scobey
2002· article· en· Winterthur Portfolio· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affvenueunlabeled
The Impact of Fast Fashion on Women
Andrea Chang
2020· article· en· Journal of integrative research & reflection· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Stella Blum Grant Report
Denise Nicole Green
2013· article· en· Dress· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
afffundunlabeled
Women and Letterpress Printing 1920–2020
Claire Battershill
2022· book· en· Cambridge University Press eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
aboutno affunlabeled
Black Designers in American Fashion
2021· book· en· Bloomsbury Publishing Plc eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
5
citations
aboutno affno abstractunlabeled
Fashion Upcycling: A Canadian Perspective
Jennifer Dares
2021· book-chapter· en· Environmental footprints and eco-design of products and processes· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Fashion and Dress Culture
Sarah Parker
2014· article· en· Literature Compass· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Selling shoes through gendered emotional displays
Céleste M. Brotheridge, Darek Zygadlo
2006· article· en· International Journal of Work Organisation and Emotion· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
A World of Work
Jean Lave
2015· book· en· Cornell University Press eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About