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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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Contemporary Sociology A Journal of Reviews
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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.

140 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.
140 works in the cohort · of 4,299,418page 2 of 3

Labels cover 1 of 140 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 140 of 140 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
A Way of Life That Does Not Exist
James Ron
2004· article· en· Contemporary Sociology A Journal of Reviews· Psychology
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Status Passage: A Formal Theory
Rex A. Lucas
2018· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Race, Class, and Affirmative Action
Ellen Berrey
2017· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
The Unmasking Style in Social Theory
Steve Bailey
2020· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Social Welfare Responses in a Neoliberal Era
David Pettinicchio
2020· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Building Movement Bridges
Suzanne Staggenborg
2004· article· en· Contemporary Sociology A Journal of Reviews· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Nations, Empires, and Wars
Gregory Hooks
2015· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Cultural Wealth of Nations
Judith Adler
2013· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Global Labor Migration: New Directions
Emine Fidan Elcioglu
2024· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Truth-Spots: How Places Make People Believe
Steve Hoffman
2020· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Immigration and Work
Katelan Dunn
2016· article· en· Contemporary Sociology A Journal of Reviews· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Why We Hate
Barbara Perry
2005· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Culture of Cultural Markets
Shyon Baumann
2012· article· en· Contemporary Sociology A Journal of Reviews· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Erving Goffman
Daniel Albas, Cheryl Albas
2007· article· en· Contemporary Sociology A Journal of Reviews· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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