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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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Financial Literacy, Pension, Retirement Analysis
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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.

1,603 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.
1,603 works in the cohort · of 4,299,418page 15 of 33

Labels cover 6 of 1,603 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 1,603 of 1,603 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Optimal Risk Taking With Flexible Income
Jakša Cvitanić, Levon Goukasian, Fernando Zapatero
2007· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
The Farm, the City, and the Emergence of Social Security
Elizabeth M. Caucutt, Thomas F. Cooley, Nezih Guner
2007· article· en· Journal of Economic Growth· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affvenueaboutunlabeled
Why We Need a Pension Revolution
Keith P. Ambachtsheer
2008· article· en· Canadian Public Policy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Housing and Tax-Deferred Retirement Accounts
Anson T. Y. Ho, Jie Zhou
2021· preprint· en· Econstor (Econstor)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Endogenous divorce risk and investment
Andrew Grant
2018· article· en· Journal of Population Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Determinants of Defined Contribution Plan Deferral
Rui Yao, Jie Ying, Lada Micheas
2013· article· en· Family and Consumer Sciences Research Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Conflicted Advice About Portfolio Diversification
Sally Shen, John A. Turner
2017· preprint· en· Financial Services Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
The Gamma Factors and the Value of Financial Advice
Claude Montmarquette, Nathalie Viennot-Briot
2019· article· en· Annals of economics and finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Economic Literacy: Does It Matter for Policy Understanding?
Ramlee Ismail, Mohd Yahya Mohd Hussin, Fidlizan Muhammad
2019· article· en· Research in World Economy· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affvenueaboutunlabeled
Canadian Consumer Financial Vulnerability, Stress, and Well-Being
Matthew Brzozowski, Brenda Spotton Visano
2023· article· fr· Canadian Public Policy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
venueno affunlabeled
How Vulnerable Are Private Pensions?
Stephen Bonnar
2008· article· en· Canadian Public Policy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
3
citations
affunlabeled
A Practical Approach to Retirement Planning
Sean Hennessey
2004· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
How competitive are income annuity providers over time?
David Blanchett, Michael S. Finke, Branislav Nikolic
2021· article· en· Risk Management and Insurance Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
afffundunlabeled
Gamified risk-taking
Philipp Chapkovski, Mariana Khapko, Marius Zoican
2025· article· en· Journal of Behavioral and Experimental Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Empirical Research on Shanghai Residents' Financial Literacy
Hao Chen, Yuxi Wang, Shaohua Yang, Haina Yuan
2014· article· en· International Journal of Financial Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · none
3
citations
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