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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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Labor market dynamics and wage inequality
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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.

1,631 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.
1,631 works in the cohort · of 4,299,418page 19 of 33

Labels cover 1 of 1,631 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 1,631 of 1,631 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.

aboutno affno abstractunlabeled
Effects of wages on job tenure
J Kettunen
2000· article· en· Journal of Income Distribution· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Real Wage Chronology
Amy Peng, Louis N. Christofides
2009· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Labour Market Modelling in the Czech Republic
Radmila Stoklasová
2015· article· en· Digitalni Knihovna (Univerzita Pardubice)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Firm Heterogeneity in Skill Returns
Michael J. Böhm, Khalil Esmkhani, Giovanni Gallipoli
2023· article· en· Journal of Labor Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Sticky wages on the layoff margin
Steven J. Davis, Pawel M. Krolikowski
2023· report· en· Working paper· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Causes of Involuntary Unemployment in Brazil
Domingos Isaías Maia Amorim, Jair Andrade Araújo, Francisco José Silva Tabosa, Ahmad Saeed Khan, Maria Josiell Nascimento da Silva, Pablo Urano de Carvalho Castelar
2019· article· en· International Journal of Economics and Finance· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
For Equality, Education Matters
Thomas Lemieux
2008· article· en· Science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
How Much of Canada's Unemployment Is Structural?
Zhengxi Lin, Lars Osberg
2000· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
The impact of active labour policies on economic growth
Donat Rexha, Besime Ziberi, Alban Hetemi, Eda Gorda
2022· article· en· Corporate Governance and Organizational Behavior Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Quantifying the Signaling Role of Education
Barıș Kaymak
2025· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
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