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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.

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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IZA World of Labor
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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.

32 results · 1 filter active ·
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20142024
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
32 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 32 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 32 of 32 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The value of language skills
Gilles Grenier
2015· article· en· IZA World of Labor· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Profit sharing: Consequences for workers
Tony Fang
2015· article· en· IZA World of Labor· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
The value of language skills
Gilles Grenier, Weiguo Zhang
2021· article· en· IZA World of Labor· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
Incentives for prosocial activities
Nicola Lacetera
2016· article· en· IZA World of Labor· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Transparency in empirical economic research
Cristina Blanco-Perez, Abel Brodeur
2019· article· en· IZA World of Labor· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Who benefits from firm-sponsored training?
2020· article· en· IZA World of Labor· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
afffundaboutunlabeled
The labor market in Canada, 2000–2016
W. Craig Riddell
2018· article· en· IZA World of Labor· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Refugee children’s earnings in adulthood
Yoko Yoshida, Jonathan Amoyaw, Rachel McLay
2022· article· en· IZA World of Labor· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Is there an optimal school starting age?
Elizabeth Dhuey, Kourtney Koebel
2022· article· en· IZA World of Labor· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundaboutunlabeled
The labor market in Canada, 2000–2021
W. Craig Riddell
2022· article· en· IZA World of Labor· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Is there an optimal school starting age?
Elizabeth Dhuey, Kourtney Koebel
2022· article· en· IZA World of Labor· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About