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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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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 7 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
The Growth of Venture Capital
2003· book· en· Praeger eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
venueno affunlabeled
Financement des entreprises et évolution du système financier
Henri Jullien, Bernard Paranque
2012· article· fr· Revue internationale P M E Économie et gestion de la petite et moyenne entreprise· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Funding Long Shots
John C. Hull, Andrew W. Lo, Roger Stein
2017· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
8
citations
affno abstractunlabeled
Electronic publishing and VCOT – A review
G. Sumner Smith
2007· review· en· Veterinary and Comparative Orthopaedics and Traumatology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
aboutno affno abstractunlabeled
Venture capital in Canada
Jorge Niosi
2013· article· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
afffundunlabeled
Bankrupt Innovative Firms
Song Ma, Joy Tianjiao Tong, Wang Wei
2021· report· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Public-to-Private Buyouts and Innovation
Douglas J. Cumming, Rejo Peter, Monika Tarsalewska
2018· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Pre-Seed Government Venture Capital Funds
Sofia Johan, Douglas J. Cumming
2007· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
The Economics of Private Equity Funds
Keith Joseph MacIsaac
2010· article· en· CFA Digest· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
PIPEs
Cécile Carpentier, Jean-François L’Her, Jean‐Marc Suret
2005· article· en· The Journal of Private Equity· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Theory-Based Entrepreneurial Search
Ankur Chavda, Joshua S. Gans, Scott Stern
2024· article· en· Strategy Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
Catalyzing capital for Canada's life sciences industry
Joseph E. Tucker, Justin Chakma, Paul W.M. Fedak, Massimo Cimini
2011· article· en· Journal of Commercial Biotechnology· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
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
6
citations
affno abstractunlabeled
Venture Capital and Corporate Governance
Douglas J. Cumming, Sofia Johan
2013· book· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
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How this was built: Screen · Findings · About