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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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Retirement, Disability, and Employment
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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.

1,535 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.
1,535 works in the cohort · of 4,299,418page 5 of 31

Labels cover 3 of 1,535 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 1,535 of 1,535 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Effect of retirement on cognitive function: a systematic review and meta-analysis
Celia Álvarez‐Bueno, Iván Cavero‐Redondo, Estela Jiménez‐López, María Eugenia Visier‐Alfonso, Irene Sequí‐Domínguez, Vicente Martínez‐Vizcaíno
2020· review· en· Occupational and Environmental Medicine· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
venueno affunlabeled
Older Workers' Adjustments to Plant Closures
Maurice Mazerolle, Gangaram Singh
2005· article· en· Relations industrielles· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
aboutno affunlabeled
Public Support for Retirement Income Reform
Peter Hicks
2001· report· en· OECD labour market and social policy occasional papers· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
22
citations
aboutno affunlabeled
Contract work at older ages
Katharine G. Abraham, Brad J. Hershbein, Susan N. Houseman
2020· article· en· Journal of Pensions Economics and Finance· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Productive Activity in Later Life
Janet Fast, Donna Dosman, Lori J. Moran
2006· article· en· Research on Aging· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations

How this was built: Screen · Findings · About