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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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Citations
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 6 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.

affunlabeled
Micro-modeling of retirement in Belgium
Arnaud Déllis, Raphaël Desmet, Alain Jousten, Sergio Perelman
2002· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
venueno affunlabeled
Non-Standard Employment after Age 50
Martine D’Amours
2009· article· en· Relations industrielles· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affaboutunlabeled
Probing the Future of Mandatory Retirement in Canada
Peter Ibbott, Don Kerr, Roderic Beaujot
2006· review· en· Canadian Journal on Aging / La Revue canadienne du vieillissement· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
afffundunlabeled
Strategies for Retaining Midcareer Nurses
Linda M. Hall, Michelle Lalonde, Lorraine Dales, Jessica Peterson, Lauren A. Cripps
2011· article· en· JONA The Journal of Nursing Administration· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Flexible work options for older workers
Sergio Koc‐Menard
2009· article· en· Strategic HR Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations

How this was built: Screen · Findings · About