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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
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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
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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 11 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
A Sales Execution Strategy Guide for Technology Startups
Ian H. Gilbert, Stephen Davies
2011· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Financing Innovation with Innovation
Zhiyuan Chen, Minjie Deng, Min Fang
2022· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Do Private Equity Firms Pay for Synergies?
Benjamin Hammer, Denis Schweizer, Bernhard Schwetzler
2018· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affno abstractunlabeled
Venture Capital Meets Industrial Sector and Location
Emanuel Shachmurove, Yochanan Shachmurove
2009· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Corporate Ventures and Knowledge
William C. Bogner, Olga Petricević
2015· other· en· Wiley Encyclopedia of Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
LBOs’ effects on innovation: evidence from France
Anne‐Laure Le Nadant, Frédéric Perdreau
2018· article· en· Management international· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
The Indirect Costs of Venture Capital in Canada
Cécile Carpentier, Jean‐Marc Suret
2005· preprint· en· Érudit documents and data repository (Érudit Consortium, University of Montreal)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
Private Equity: teoria ed evidenza in Italia
Simona Zambelli
2008· book· en· Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Vanke A Financial Cost Management Report
2023· article· en· Academic Journal of Business & Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Financing From the Perspective of Mining Companies
Eric Low
2018· article· en· Inquiry Queen s Undergraduate Research Conference Proceedings· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Responsible Investing With Venture Capital
Anastassios Gentzoglanis
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
fundno affunlabeled
Using Investments in Solar Photovoltaics as Inflation Hedges
Seyyed Ali Sadat, Kashish Mittal, Joshua M. Pearce
2025· preprint· en· Preprints.org· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
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