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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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Family Business Performance and Succession
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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.

953 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.
953 works in the cohort · of 4,299,418page 1 of 20

Labels cover 0 of 953 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 953 of 953 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Factors Preventing Intra-Family Succession
2008· article· en· Family Business Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
697
citations
affunlabeled
Deconstructing Socioemotional Wealth
2014· article· en· Entrepreneurship Theory and Practice· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
545
citations
affunlabeled
Family Business Research: A Strategic Reflection
2004· article· en· Family Business Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
485
citations
affunlabeled
The Adolescence of Family Firm Research
2012· article· en· Journal of Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
431
citations
affunlabeled
Is family leadership always beneficial?
2012· article· en· Strategic Management Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
404
citations
affno abstractunlabeled
Family business in tourism
2005· article· en· Annals of Tourism Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
344
citations
affno abstractunlabeled
25 Years of <i>Family Business Review</i>
2012· article· en· Family Business Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
327
citations

How this was built: Screen · Findings · About