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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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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.

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.

1,105 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 6 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.

fundno affunlabeled
El coste de mortalidad asociado al consumo de tabaco en España
Ma Belén Cobacho Tornel, Ángel López Nicolás, José María Parreño
2010· article· es· Revista Española de Salud Pública· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
10
citations
afffundvenueaboutunlabeled
Cohort Working Life Tables for Older Canadians
Frank T. Denton, Christine H. Feaver, Byron G. Spencer
2010· article· en· Canadian Studies in Population· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Trends in disguise
Vytaras Brazauskas, Bruce L. Jones, Ričardas Zitikis
2014· article· en· Annals of Actuarial Science· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Increasing risk aversion and life-cycle investing
Kerry Back, Ruomeng Liu, Alberto Teguia
2018· article· en· Mathematics and Financial Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
afffundaboutunlabeled
Average Lifespan Shortened due to Stroke in Canada
Truong‐Minh Pham, Nguyễn Xuân Thành, Tracy Wasylak, Michael D. Hill, Thomas Jeerakathil, Khokan C. Sikdar +3 more
2021· article· en· Stroke· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Annuity and Insurance Choice Under Habit Formation
Phelim P. Boyle, Ken Seng Tan, Pengyu Wei, Sheng Chao Zhuang
2020· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations

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