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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
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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.

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 2 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.

affunlabeled
Rise of the Startup City
2016· article· en· California Management Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
90
citations
fundno affunlabeled
How Do Venture Capitalists Make Decisions?
2016· preprint· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
86
citations
affno abstractunlabeled
Pre-seed government venture capital funds
2008· article· en· Journal of International Entrepreneurship· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
86
citations
affgemma · stsgpt · no categorymodels split
Techno-economic Assumptions
2017· article· en· Science as Culture· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
84
citations
fundno affunlabeled
An Analysis of Shareholder Agreements
2007· article· en· Journal of the European Economic Association· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
84
citations
affno abstractunlabeled
How Do Venture Capitalists Make Decisions?
2016· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
83
citations
affno abstractunlabeled
Stock exchange markets for new ventures
2008· article· en· Journal of Business Venturing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
77
citations
affunlabeled
Enabling Entrepreneurial Choice
2021· article· en· Management Science· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
70
citations
affunlabeled
RECENT DEVELOPMENTS IN THE FINTECH INDUSTRY
2020· article· en· Journal of Financial Management Markets and Institutions· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
63
citations
fundno affunlabeled
Valuation of New Trademarks
2021· article· en· PolyU Institutional Research Archive (Hong Kong Polytechnic University)· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
62
citations
affunlabeled
Why Do Entrepreneurs Switch Lead Venture Capitalists?
2012· article· en· Entrepreneurship Theory and Practice· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
58
citations
affunlabeled
Due Diligence and Investee Performance
2016· article· en· European Financial Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations
affno abstractunlabeled
Venture’s economic impact in Australia
2014· article· en· The Journal of Technology Transfer· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
48
citations

How this was built: Screen · Findings · About