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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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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 6 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.

afffundunlabeled
Financial Inclusion in Africa
Maximilian Kallenbach
2020· dissertation· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
aboutno affunlabeled
The Decline of the Traditional Pension
George A. Mackenzie
2010· book· en· Cambridge University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
A dynamic model of altruistically-motivated transfers
Daniel Barczyk, Matthias Kredler
2013· article· en· Review of Economic Dynamics· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affunlabeled
Consumption peer effects and utility needs in India
Arthur Lewbel, Samuel Norris, Krishna Pendakur, Xi Qu
2022· article· en· Quantitative Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
aboutno affunlabeled
The Value of Financial Advice
Claude Montmarquette, Nathalie Viennot-Briot
2015· article· en· Annals of economics and finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
20
citations
fundaboutno affunlabeled
Canadian Gender Gap in Financial Literacy: Confidence Matters
Raquel Fonseca, Simón Lord
2020· article· en· Revista Hacienda Pública Española· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
20
citations
aboutno affunlabeled
Nowcasting GDP with electronic payments data
John W. Galbraith, Greg Tkacz
2015· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affunlabeled
Risky Business Cycles
Susanto Basu, Giacomo Candian, Ryan Chahrour, Rosen Valchev
2021· report· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
19
citations
affaboutunlabeled
Parental Support, Savings, and Student Loan Repayment
Lance Lochner, Todd Stinebrickner, Utku Suleymanoglu
2021· article· en· American Economic Journal Economic Policy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affaboutunlabeled
Household Debt, Assets, and Income in Canada: A Microdata Study
Césaire Meh, Yaz Terajima, David Xiao Chen, Thomas J. Carter
2021· preprint· en· Econstor (Econstor)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affaboutunlabeled
Designing a social security pension system
Robert L. Brown
2008· article· en· International Social Security Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
venueno affunlabeled
Social Security and Family Support
Marie‐Louise Leroux, Pierre Pestieau
2014· article· en· Canadian Journal of Economics/Revue canadienne d économique· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations

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