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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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Private Equity and Venture Capital
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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.

1,192 results · 1 filter active ·
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20002025
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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.
1,192 works in the cohort · of 4,299,418page 4 of 24

Labels cover 4 of 1,192 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 1,192 of 1,192 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Risk capital, private credit, and innovative production
James B. Ang, Jakob B. Madsen
2012· article· en· Canadian Journal of Economics/Revue canadienne d économique· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
afffundunlabeled
Introduction
Kean Birch, Callum Ward, Eliot Tretter
2022· article· en· Competition & Change· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affunlabeled
Endogenous Appropriability
Joshua S. Gans, Scott Stern
2017· article· en· American Economic Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
aboutno affunlabeled
The benefits of active ownership
Rolf H. Carlsson
2003· article· en· Corporate Governance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
afffundunlabeled
Gender Stereotypes and Entrepreneur Financing
Camille Hébert
2025· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Raising financing through strategic timing
Elicia Maine, V. J. Thomas
2017· article· en· Nature Nanotechnology· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Phasing Out an Inefficient Venture Capital Tax Credit
Douglas J. Cumming, Sofia Johan
2010· article· en· Journal of Industry Competition and Trade· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Les logiques d'évolution des entreprises de biotechnologie
Anne‐Laure Saives, Mehran Ebrahimi, Robert H. Desmarteau, Catherine Garnier
2005· article· fr· Revue française de gestion· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affunlabeled
Open business models and venture capital finance
Massimo G. Colombo, Douglas J. Cumming, Ali Mohammadi, Cristina Rossi‐Lamastra, Anu Wadhwa
2016· article· en· Industrial and Corporate Change· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Entrepreneurial Finance and HRM Practices in Small Firms
Francesca Di Pietro, Sinéad Monaghan, Martha O’Hagan-Luff
2021· article· en· British Journal of Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
venueno affunlabeled
Funding Access and Innovation in Small Businesses
Ronen Harel, Dafna Schwartz, Dan Kaufmann
2020· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations

How this was built: Screen · Findings · About