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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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Corporate Finance and Governance
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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.

4,634 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.
4,634 works in the cohort · of 4,299,418page 18 of 93

Labels cover 2 of 4,634 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 4,634 of 4,634 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Why Do Firms Go Dark?
András Marosi, Nadia Massoud
2004· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
30
citations
venueno affunlabeled
Announcement Effects of Seasoned Equity Offerings in China
Humera Shahid, Xinping Xia, Faiq Mahmood, Muhammad Usman
2010· article· en· International Journal of Economics and Finance· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Informed Options Trading Before Corporate Events
Patrick Augustin, Marti G. Subrahmanyam
2020· article· en· Annual Review of Financial Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
30
citations
aboutno affunlabeled
Why Firms Do Not Pay Dividends: The Canadian Experience
H. Kent Baker, Bin Chang, Shantanu Dutta, Samir Saadi
2012· article· en· Journal of Business Finance &amp Accounting· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
CEO power, M&A decisions, and market reactions
Shantanu Dutta, Kenneth MacAulay, Samir Saadi
2011· article· en· Journal of Multinational Financial Management· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
30
citations
affaboutunlabeled
Where do small worlds come from?
Joel A. C. Baum
2003· article· en· Industrial and Corporate Change· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Project financing: Deal or no deal
Yunbi An, Keith C.K. Cheung
2009· article· en· Review of Financial Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Dynamic incentives and retirement
Florin Şabac
2007· article· en· Journal of Accounting and Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
29
citations
fundno affunlabeled
Private Contracting, Law and Finance
Graeme G. Acheson, Gareth Campbell, John D. Turner
2019· article· en· Review of Financial Studies· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
29
citations
afffundunlabeled
Market power and dividend policy
Laurence Booth, Jun Zhou
2015· article· en· Managerial Finance· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
28
citations
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