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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
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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 5 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.

aboutno affunlabeled
Venture Capital in China
David Ahlström, Garry D. Bruton, Eunice S. Chan
2000· article· en· The Journal of Private Equity· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affunlabeled
LEGALITY AND VENTURE GOVERNANCE AROUND THE WORLD
Douglas J. Cumming, Daniel Schmidt, Uwe Walz
2004· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
14
citations
affunlabeled
The Role of Agents in Private Entrepreneurial Finance
Douglas J. Cumming, J. Ari Pandes, Michael J. Robinson
2013· article· en· Entrepreneurship Theory and Practice· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
On the tax efficiency of startup firms
Eric J. Allen, Jeffrey C. Allen, Sharat Raghavan, David H. Solomon
2022· article· en· Review of Accounting Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
venueno affunlabeled
Le capital à risque et les jeunes entreprises innovantes : problématique et enjeux
Bernard Guilhon, Sandra Montchaud
2012· article· fr· Revue internationale P M E Économie et gestion de la petite et moyenne entreprise· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
13
citations
venueaboutno affunlabeled
Introduction: Special Issue on Private Sponsorship in Canada
Johanna Reynolds, Christina Clark‐Kazak
2019· article· en· Refuge Canada s Journal on Refuge· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Preplanned exit strategies in venture capital
Douglas J. Cumming, Sofia A. Johan
2008· article· en· European Economic Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Entrepreneurial Finance in Emerging Markets
Darek Klonowski
2020· book· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
The Venture Capital Deformation
Darek Klonowski
2017· book· en· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
12
citations
venueno affunlabeled
Equity and Reward Crowdfunding: A Multiple Signal Analysis
Ciro Troise, Mario Tani, Ornella Papaluca
2020· article· en· International Journal of Economics and Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations

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