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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 5 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
Reclaiming Fiduciary Duty Balance
James P. Hawley, Keith L. Johnson, Edward J. Waitzer
2011· article· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
26
citations
affunlabeled
The Farm, The City, and the Emergence of Social Security
Thomas F. Cooley, Nezih Guner, Elizabeth M. Caucutt
2006· article· en· The Faculty Digital Archive (New York University)· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
25
citations
aboutno affunlabeled
The Limitations of Defaults
John Beshears, James J. Choi, David Laibson, Brigitte C. Madrian
2010· article· en· Vaccine· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
23
citations
affaboutno abstractunlabeled
The Evolution of Wealth Inequality in Canada
Xuelin Zhang, Marie Drolet, René Morissette
2003· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
What Explains Household Stock Holding
Miquel Faig, Pauline Shum
2009· article· en· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
23
citations
affunlabeled
Internet and private insurance participation
Zhifeng Liu, Wenquan Li, Tingting Zhang
2020· article· en· International Journal of Finance & Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
23
citations
venueno affunlabeled
Financial Behaviors of Female Teachers in Malaysia
R. Zaimah, Sarmila Md Sum, Novel Lyndon, A. M. Azima, Sivapalan Selvadurai, Suhana Saad +1 more
2013· article· en· Asian Social Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
22
citations
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