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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 11 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
On the role of market insurance in a dynamic model
Helge Braun, Winfried Koeniger
2007· article· en· The Geneva Risk and Insurance Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutno abstractunlabeled
Loan Aversion Among Canadian High School Students
Cathleen Johnson, Claude Montmarquette
2011· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Improving the Measurement of Earnings Dynamics
Moira Daly, Dmytro Hryshko, Iourii Manovskii
2016· report· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
Disrupting the alibi
Levon Blue, Laura Elizabeth Pinto
2021· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
aboutno affunlabeled
THE STAGNATING FORTUNES OF THE MIDDLE CLASS
Edward N. Wolff
2002· article· en· Social Philosophy and Policy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Wealth Effects on Consumption in Austria
Gerhard Fenz, Pirmin Fessler
2008· article· en· Monetary Policy & the Economy· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Can Security Design Solve Household Reluctance to Take Risk?
Laurent E. Calvet, Claire Célérier, Paolo Sodini, Boris Vallée
2019· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affunlabeled
Excess sensitivity of consumption
Shengliang Deng, Xiaotong Jin
2008· article· en· International Journal of Emerging Markets· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Does PIN Affect Equity Prices Around the World?
Sandy Lai, Lilian Ng, Bohui Zhang
2013· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
6
citations
affaboutunlabeled
Household Risk Assessment Model
Brian Peterson, Tom Roberts
2021· article· en· Bank of Canada Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations

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