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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 14 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.

affvenueaboutunlabeled
Population Aging and Work Life Duration in Canada
Gilbert Montcho, Yves Carrière, Marcel Mérette
2023· article· fr· Canadian Public Policy· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
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
fundno affno abstractunlabeled
Dementia in the workplace
Louise Ritchie
2017· editorial· en· Maturitas· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Avaliação da qualidade de vida, variáveis sociodemográficas e morbidades referidas de idosos no mercado de trabalho
Thamires Alves Silva, Daniel Pereira Mansine, Itayane Nayra Santos, Aline Duarte Ferreira, Larissa Sapucaia Ferreira Esteves, Marcos Lupércio Ramos +1 more
2019· article· pt· Revista Brasileira de Medicina do Trabalho· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
2
citations
affunlabeled
Disability-based Labour Market Inequalities
David Pettinicchio, Michelle Maroto
2024· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Why Aren’t U.S. Workers Working?
Mary C. Daly, Joseph H. Pedtke, Nicolas Petrosky-Nadeau, Annemarie Schweinert
2018· article· en· FRB SF weekly letter· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
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
aboutno affunlabeled
Quality of Life and Older Aged Adults
Nancy Jokinen
2014· article· en· International public health journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Retirement Behavior in the U.S. and Europe
Jochem de Bresser, Raquel Fonseca, Pierre‐Carl Michaud
2016· article· en· RePEc: Research Papers in Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
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

How this was built: Screen · Findings · About