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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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Crafts, Textile, and Design
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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
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

578 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.
578 works in the cohort · of 4,299,418page 1 of 12

Labels cover 0 of 578 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 578 of 578 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
World Class Manufacturing
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
500
citations
fundno affunlabeled
Digital Rubbish
Jennifer Gabrys
2011· book· en· University of Michigan Press eBooks· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
206
citations
affunlabeled
Condensing Practices
Martin Hand, Elizabeth Shove
2007· article· en· Journal of Consumer Culture· Arts and Humanities
machine prediction:candidate · noneconsensus · none
173
citations
affunlabeled
Craft Imaginaries – Past, Present and Future
Emma Bell, M. Tina Dacin, Maria Laura Toraldo
2021· article· en· Organization Theory· Arts and Humanities
machine prediction:candidate · noneconsensus · none
87
citations
affunlabeled
Independent Game Development as Craft
Emma Westecott
2012· article· en· OCAD University Open Research Repository (OCAD University)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Reimagining craft for community development
Kevin Jones, Kristof Van Assche, John R. Parkins
2021· article· en· Local Environment· Arts and Humanities
machine prediction:candidate · noneconsensus · none
17
citations
fundno affunlabeled
Autographic Design
Dietmar Offenhuber
2023· book· en· The MIT Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
A Historical View of Studies of Women’s Work
Ellen Balka, Ina Wagner
2020· article· en· Computer Supported Cooperative Work (CSCW)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Red Ribbon Skirts and Cultural Resurgence
Kari Dawn Wuttunee, Jennifer Altenberg, Sarah Flicker
2019· article· en· Girlhood Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
O MOVIMENTO MAKER: ENFOQUE NOS FABLABS BRASILEIROS
Sofia Lorena Urrutia Pinto, Ingrid Santos Cirio de Azevedo, Clarissa Stefani Teixeira, Gabriel Sant’Ana Palma Santos Brasil, Aldrwin Farias Hamad
2018· article· pt· Revista Livre de Sustentabilidade e Empreendedorismo· Arts and Humanities
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
{Im}materiality
Ann Heylighen, Megan Strickfaden
2012· article· en· Space and Culture· Arts and Humanities
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Justice-oriented Participatory Electronic Textile Making
Angelika Strohmayer, Laura Cortés-Rico, Tania Pérez-Bustos, Afroditi Psarra, Daniela K. Rosner, Özge Subaşı +3 more
2022· article· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
7
citations
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How this was built: Screen · Findings · About