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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
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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.

1,242 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 6 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
Why Luxury Brands Partner with Artists
Annamma Joy, Russell W. Belk
2020· reference-entry· en· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueaboutno affno abstractunlabeled
Canadian Craft and Museum Practice, 1900-1950
Cory Willmott, Sandra Flood
2003· article· en· Anthropologica· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Fashion conversation data on Instagram
Yu-i Ha
2017· dataset· en· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Face first: Way Bandy, cosmetics and AIDS
Mark O’Connell
2022· article· en· Fashion Style & Popular Culture· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
affvenueaboutunlabeled
Clean Sharp Image
Julia Petrov
2018· article· en· Imaginations Journal of Cross-Cultural Image Studies· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · sts
2
citations
aboutno affunlabeled
Two Centuries of Iroquois Beadwork
Dolores N. Elliott
2004· article· en· Beads (Ottawa. Online)/Beads· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
fundno affunlabeled
Fashion, Society, and the First World War
2021· book· en· Bloomsbury Publishing Plc eBooks· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affunlabeled
Material Fictions of Desire
Julia Emberley
2007· article· en· Fashion Theory· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Dressed to Rule
John E. Vollmer
2007· book· en· University of Alberta Press eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Design on Knitwear Fashion
Jing Gao
2009· article· en· Asian Social Science· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About