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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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Journal of accountancy online/Journal of accountancy
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

40 results · 1 filter active ·
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20002017
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
40 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 40 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 40 of 40 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Developing Finance Leaders
Jack Hagel
2015· article· en· Journal of accountancy online/Journal of accountancy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
aboutno affunlabeled
Technology Q&A
Stanley Zarowin
2004· article· en· Journal of accountancy online/Journal of accountancy· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
What's Your Privacy IQ? Test Your Legislative Knowledge
Nancy A. Cohen, Marilyn Prosch
2012· article· en· Journal of accountancy online/Journal of accountancy· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
1
citations
aboutno affunlabeled
Global R&D Incentives Compared
Laughlin Cutler, Douglas M. Sayuk, Camille Shoff, Clifton Douglas
2013· article· en· Journal of accountancy online/Journal of accountancy· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Optimism Grew Again in Q3, Spread across Industries
Megan M. Pinkston
2009· article· en· Journal of accountancy online/Journal of accountancy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · none
0
citations
aboutno affunlabeled
P&G Appeals Deduction Denial
Jean T. Wells
2009· article· en· Journal of accountancy online/Journal of accountancy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Common-Law Mailbox Rule Reopened
Karyn Bybee Friske, Darlene Pulliam
2008· article· en· Journal of accountancy online/Journal of accountancy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Station Never Sleeps
Jeff McKinney
2000· article· en· Journal of accountancy online/Journal of accountancy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Global Mobility: U.S. CPA Credentials Travel around the World
Sabine Vollmer
2013· article· en· Journal of accountancy online/Journal of accountancy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Economic Optimism Improved in Q2 among C-Suite CPAs
Megan M. Pinkston
2009· article· en· Journal of accountancy online/Journal of accountancy· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
How to Meet the Challenge of the Open Workforce
Jack Hagel
2015· article· en· Journal of accountancy online/Journal of accountancy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
New Rules for Expats: Leaving America with Dignity
David Lifson, Peter E. Bentley
2005· article· en· Journal of accountancy online/Journal of accountancy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About