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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
Evidence
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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 8 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.

venueaboutno affunlabeled
On ne vieillit plus aujourd’hui de la même façon
Pierre-Joseph Ulysse, Frédéric Lesemann
2002· article· fr· Lien social et Politiques· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
affunlabeled
The Unbearable Lightness of Being Retired
Michelle Pannor Silver
2018· article· fr· Canadian Journal on Aging / La Revue canadienne du vieillissement· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
10
citations
affaboutunlabeled
A Macro-Economic Indicator of Age at Retirement
Robert L. Brown, Robin Damm, Ishmael Sharara
2001· article· en· North American Actuarial Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
venueno affunlabeled
Older Academics: Motivation to Keep Working
Gillian M. Boulton‐Lewis, Laurie Buys
2014· article· en· World Journal of Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
venueno affunlabeled
Étude de quelques déterminants de l’anxiété face au passage à la retraite.
Kamel Gana, Christophe Blaison, Valérian Boudjemadi, Djamila Mezred, Pascaline K’Delant, Raphaël Trouillet +2 more
2009· article· fr· Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
10
citations
aboutno affunlabeled
Retirement Income Security and Well-Being in Canada
Michael Baker, Jonathan Gruber, Kevin Milligan
2009· preprint· en· RePEc: Research Papers in Economics· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
aboutno affno abstractunlabeled
Ageing and Work in Canada: Firm Policies
Victor W. Marshall, Joanne Gard Marshall
2003· article· en· The Geneva Papers on Risk and Insurance Issues and Practice· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations

How this was built: Screen · Findings · About