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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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Labour Economics
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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.

47 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.
47 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 47 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 47 of 47 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Pensions: theories of underfunding
2001· article· en· Labour Economics· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
40
citations
affno abstractunlabeled
Freeing the Italian school system
2014· article· en· Labour Economics· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affno abstractgemma · no categorygpt · no categorymodels agree
Matching and competition for human capital
2000· article· en· Labour Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Golfing CEOs
2024· article· en· Labour Economics· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affno abstractunlabeled
Imported inputs and skill upgrading
2012· preprint· en· Labour Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Women make houses, women make homes
2017· article· en· Labour Economics· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations

How this was built: Screen · Findings · About