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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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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.

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

36 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.
36 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 36 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 36 of 36 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.

affunlabeled
Constellations of Institutional Logics
Elizabeth Goodrick, Trish Reay
2011· article· en· Work and Occupations· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
523
citations
affunlabeled
Persistence Is Cultural
Carroll Seron, Susan S. Silbey, Erin A. Cech, Brian Rubineau
2015· article· en· Work and Occupations· Social Sciences
machine prediction:candidate · noneconsensus · none
197
citations
affunlabeled
“Write a Word, Get a Third”
Kim de Laat
2015· article· en· Work and Occupations· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
59
citations
affaboutunlabeled
Union Disaffection and Social Identity
Christian Lévesque, Gregor Murray
2005· article· en· Work and Occupations· Social Sciences
machine prediction:candidate · noneconsensus · none
55
citations
affunlabeled
Gender on a Jagged Edge
Bonnie H. Erickson, Patricia Albanese, Slobodan Drakulić
2000· article· en· Work and Occupations· Social Sciences
machine prediction:candidate · noneconsensus · none
51
citations
afffundunlabeled
Underpaid but Satisfied
Atsushi Narisada, Scott Schieman
2016· article· en· Work and Occupations· Health Professions
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Helping Without Caring
Francesca Polletta, Zaibu Tufail
2016· article· en· Work and Occupations· Social Sciences
machine prediction:candidate · noneconsensus · none
17
citations
aboutno affunlabeled
Labor Games, Citizenship, and Control: Book Review Essay of Weststar &amp; Legault and Wu Legault, M. and Weststar, J. (2024). <i>Not All Fun and Games: Videogame Labour, Project-based Workplaces, and the New Citizenship at Work</i> . Montreal: Concordia University Press. 464 pp. $49.69 (paper).Wu, T. (2024). <i>Play to Submission: Gaming Capitalism in a Tech Firm</i> . Philadelphia: Temple University Press. 245 pp. $30.95 (paper).
Amanda C. Coté
2025· article· en· Work and Occupations· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About