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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.

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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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Insurance, Mortality, Demography, Risk Management
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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.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,105 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.
1,105 works in the cohort · of 4,299,418page 15 of 23

Labels cover 0 of 1,105 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 1,105 of 1,105 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
The Bank of Montreal Centenary Medal
2016· book-chapter· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affno abstractunlabeled
Canadian Population Society,
2008· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Mortality inequality and its implications for retirees
Jiaxin Shi
2023· dissertation· en· Oxford University Research Archive (ORA) (University of Oxford)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
A Conversation With Lester Breslow
Claudia R. Baquet
2005· article· en· Epidemiology· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Acknowledgements
2016· book-chapter· en· Statistical papers. Series M· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
PM_037190_B_Oudenaarde
2009· other· nl· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Page 066
2011· article· Pittsburg State University Digital Commons (Pittsburg State University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · metaepi_narrow+sts+insufficient_payload
0
citations
aboutno affno abstractunlabeled
Two Age Cohorts in Montréal
2011· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
On basis risk in mortality CAT bonds
2015· dissertation· en· Mspace (University of Manitoba)· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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How this was built: Screen · Findings · About