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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 15 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.

venueno affunlabeled
Pratiques de gestion et rapports d’âge en milieu de travail
Yolande Pelchat, André Campeau, Julie Bradette, Michel Vézina
2005· article· fr· Perspectives interdisciplinaires sur le travail et la santé· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
venueno affno abstractunlabeled
Retirement? You Must Be Joking
Anne Büttimer
2016· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
I drive to work, sometimes
Markus Moos, Khairunnabila Prayitno, Nick Revington
2017· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueaboutunlabeled
Inter-Jurisdictional Retirement in Canada
Derek Messacar
2022· article· en· Canadian Public Policy· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
How Does Contingent Work Affect SSDI Benefits
Matthew S. Rutledge, Alice Zulkarnain, Sara Ellen King
2019· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
10.1016/j.yoto.2013.02.019
2000· article· en· Time to knit· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affvenueaboutunlabeled
An Aging Workforce: A Manitoba Perspective
Atlanta Sloane-Seale, Bill Kops
2013· article· en· Canadian Journal of University Continuing Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Pension Provision in Australia
Anthony King, Hans Bækgaard, Ann Harding
2001· book-chapter· en· Edward Elgar Publishing eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
Legalized Age Discrimination
Thomas R. Klassen, C. T. Gillin
2005· article· en· Journal of Law and Social Policy· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About