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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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Small Business Economics
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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.

93 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.
93 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 93 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 93 of 93 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
New players in entrepreneurial finance and why they are there
Joern Block, Massimo G. Colombo, Douglas J. Cumming, Silvio Vismara
2017· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
670
citations
affno abstractunlabeled
Growth and entrepreneurship
Zoltán J. Ács, David B. Audretsch, Pontus Braunerhjelm, Bo Carlsson
2011· article· en· Small Business Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
411
citations
aboutno affunlabeled
How do banks interact with fintech startups?
Lars Hornuf, Milan Frederik Klus, Todor Stefan Lohwasser, Armin Schwienbacher
2020· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
278
citations
affno abstractunlabeled
Necessity entrepreneurship and competitive strategy
Joern Block, Karsten Kohn, Danny Miller, Katrin Ullrich
2014· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
242
citations
affno abstractunlabeled
Incrementality of SME Loan Guarantees
Allan Riding, Judith Madill, George H. Haines
2006· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
156
citations
affno abstractunlabeled
The Winner?s Curse of Human Capital
Thomas �stbro, Irwin Bernhardt
2005· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
143
citations
affno abstractunlabeled
Financing new venture exporters
Allan Riding, Barbara Orser, Martine Spence, Brad Belanger
2010· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
102
citations
affaboutno abstractunlabeled
The survival and success of Canadian penny stock IPOs
Cécile Carpentier, Jean‐Marc Suret
2009· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
Internationalization of SMEs: Toward a New Paradigm
Hamid Etemad, Richard W. Wright
2003· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
78
citations
affunlabeled
Risk, balanced skills and entrepreneurship
Chihmao Hsieh, Simon C. Parker, C. Mirjam van Praag
2016· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
60
citations
affno abstractunlabeled
Borrower discouragement: the role of informal turndowns
Anoosheh Rostamkalaei, Miwako Nitani, Allan Riding
2018· article· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
52
citations
affno abstractunlabeled
Depression among entrepreneurs: a scoping review
Lauren Cubbon, Kristin Darga, Uirá Duarte Wisnesky, Liz Dennett, Christine Guptill
2020· review· en· Small Business Economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
49
citations
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