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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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Digital Economy and Work Transformation
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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.

1,149 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.
1,149 works in the cohort · of 4,299,418page 21 of 23

Labels cover 1 of 1,149 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 1,149 of 1,149 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Primacy of Commodified Knowledges
Karim A. Remtulla
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Une intervention de job crafting pour promouvoir le fonctionnement des télétravailleurs à l’interface entre les sphères professionnelle et personnelle. In T. Huyghebaert-Zouaghi & N. Gillet (chairs), Le télétravail, à l’interface entre sphères de vie professionnelle et personnelle : implications pour le fonctionnement psychologique des employé·es. [Symposium]
Jérémy Thomas, Tiphaine Huyghebaert‐Zouaghi, Frédérick Dionne, Sylvain Caruana, Fadi-Joseph Lahiani, Claude Fernet +1 more
2025· article· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
Breaking Down Status
Kaiponanea T. Matsumura
2021· article· en· Open Scholarship Institutional Repository (Washington University in St. Louis)· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueno abstractunlabeled
Playing with/at Work
Christine H. Tran
2021· article· en· Canadian Journal of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introduction: Algorithmic Organizing
Vern Glaser, Christine Möser, Deborah Anderson, P. Devereaux Jennings
2025· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Human-Based Services (HBS)
2014· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Protecting platform workers in the European Union
Jeremias Adams‐Prassl, Antonio Aloisi, Nicola Countouris, Valerio De Stefano, Silvia Rainone
2025· article· en· European Labour Law Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Domesticidades ciborgues
Paula Lemos Vilaça Faria, Marcela Silviano Brandão Lopes
2025· article· pt· Arcos Design· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Anthropologie du travail
Susana Narotzky
2025· article· Anthropen· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About