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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 8 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.

affunlabeled
College Student Debt and Anticipated Repayment Difficulty
Jonathan Fox, Suzanne Bartholomae, Jodi Letkiewicz, Catherine P. Montalto
2017· article· en· Journal of Student Financial Aid· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
Homeownership as a Constraint on Asset Allocation
Stephen Day Cauley, Andrey D. Pavlov, Eduardo S. Schwartz
2005· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
afffundunlabeled
Evolved attitudes to risk and the demand for equity
Arthur J. Robson, H. Allen Orr
2021· article· en· Proceedings of the National Academy of Sciences· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Are stocks desirable in tax-deferred accounts?
Lorenzo Garlappi, Jennifer Huang
2006· article· en· Journal of Public Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
venueno affunlabeled
Financial well-being among Malaysian manufacturing employees
Shiau Wei Chan, Siti Sarah Omar, Wen Yong
2018· article· en· Management Science Letters· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
12
citations
fundaboutno affunlabeled
Credit constraints and training after job loss
Bruce Chapman, Thomas F. Crossley, Taejong Kim
2003· preprint· en· ANU Open Research (Australian National University)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Biased expectations
Edda Claus, Viet Hoang Nguyen
2023· article· en· European Economic Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
venueno affunlabeled
ChatGPT, Help! I Am in Financial Trouble
Minh Tam Tammy Schlosky, Serkan Karadas, Sterling Raskie
2024· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affvenueaboutunlabeled
Does One Size Fit All? The CPI and Canadian Seniors
Matthew Brzozowski
2006· article· en· Canadian Public Policy· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
10
citations
venueno affunlabeled
Managing Pension Funds in Ghana: An Overview
Olivia Anku-Tsede, Albert Amankwaa, Aaron Amertowo
2014· article· en· Business and Management Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
On Inflation as a Regressive Consumption Tax
Gustavo Ventura, Andrés Erosa
2000· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
affvenueaboutunlabeled
A Canadian Parlor Room–Type Approach to the Long-Term-Care Insurance Puzzle
M. Martin Boyer, Philippe De Donder, Claude Fluet, Marie‐Louise Leroux, Pierre‐Carl Michaud
2019· article· en· Canadian Public Policy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
10
citations
affunlabeled
Who is Internationally Diversified? Evidence from 296 401(k)
Geert Bekaert, Kenton Hoyem, Wei-Yin Hu, Enrichetta Ravina
2015· report· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
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