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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 4 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.

affgpt · no categoryopus · no categorymodels agree
Household Finance in China
Russell Cooper, Guozhong Zhu
2017· report· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
venueno affunlabeled
Financial Literacy of Entrepreneurs and Companies’ Performance
Román Culebro-Martínez, Elena Moreno-García, Sergio Hernández-Mejía
2024· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
The Nature of Countercyclical Income Risk
Fatih Guvenen, Serdar Ozkan, Jae Song
2012· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
33
citations
fundno affno abstractunlabeled
Portfolio rebalancing in general equilibrium
Miles Kimball, Matthew D. Shapiro, Tyler Shumway, Jing Zhang
2019· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
33
citations
affaboutunlabeled
2017 Methods-of-Payment Survey Report
Christopher S. Henry, Kim P. Huynh, Angelika Welte
2021· preprint· en· Econstor (Econstor)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
32
citations
venueno affunlabeled
The Behavioural Aspects of Financial Literacy
Florian Gerth, Katia López, Krishna Reddy, Vikash Ramiah, Damien Wallace, Glenn W. Muschert +2 more
2021· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
31
citations
affaboutunlabeled
Banking on the Margin in Canada
Jerry Buckland, Xiao‐yuan Dong
2008· article· en· Economic Development Quarterly· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
30
citations
affno abstractunlabeled
Returns to Education in Developed Countries
Morley Gunderson, Philip Oreopoulos
2010· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
29
citations
affvenueaboutunlabeled
Did tax flattening affect RRSP contributions?
Michael R. Veall
2001· article· fr· Canadian Journal of Economics/Revue canadienne d économique· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
28
citations
affno abstractunlabeled
Credit and self-employment
Ahmet Akyol, Kartik Athreya
2010· article· en· Journal of Economic Dynamics and Control· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Identifying the Poorest Older Americans
John D. Fisher, David Johnson, Joseph Marchand, Timothy M. Smeeding, B. B. Torrey
2009· article· en· The Journals of Gerontology Series B· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
28
citations
aboutno affunlabeled
Top Incomes in Sweden over the Twentieth Century
Jesper Roine, Daniel Waldenström
2005· article· en· Econstor (Econstor)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
aboutno affunlabeled
Securing Lifelong Retirement Income
Olivia S. Mitchell, John Piggott, Noriyuki Takayama
2011· book· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations

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