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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 30 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.

affunlabeled
Elite law firms in the IPO market
Pablo Morán, J. Ari Pandes
2019· article· en· Journal of Banking & Finance· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
14
citations
afffundno abstractunlabeled
Labor-saving innovations and capital structure
Jiaping Qiu, Chi Wan, Yan Wang
2023· article· en· Journal of Corporate Finance· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
CEO extraversion and the cost of equity capital
Biljana Adebambo, Robert M. Bowen, Shavin Malhotra, Pengcheng Zhu
2024· article· en· The Journal of Financial Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
14
citations
venueno affunlabeled
Stock market liquidity and firm performance
Tarika Singh, Monika Gupta, Ms. Anju Sharma
2015· article· en· Accounting· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
affvenueunlabeled
Age, CEO Succession, and Risk Taking
Eahab Elsaid, Nancy D. Ursel
2012· article· en· Accounting and Finance Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Option Compensation and Industry Competition
Neal M. Stoughton, Kit Pong Wong
2008· article· en· European Finance Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
venueno affunlabeled
The impact of public ownership in the lending sector
Arup Bose, Debashis Pal, David E. M. Sappington
2014· article· en· Canadian Journal of Economics/Revue canadienne d économique· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
affaboutunlabeled
Canadian corporate payout policy
H. Kent Baker, Bin Chang, Shantanu Dutta, Samir Saadi
2013· article· en· International Journal of Managerial Finance· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Selling Innovation in Bankruptcy
Song Ma, Tianjiao Tong, Wei Wang
2017· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
aboutno affunlabeled
Shareholder Democracy in Canada
Randall Mørck
2010· preprint· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
The Market Value of Government Ownership
Narjess Boubakri, Sadok El Ghoul, Omrane Guedhami, William L. Megginson
2017· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
venueno affunlabeled
Dividend Policy Decision across African Countries
Joseph Yensu, Charles Adusei
2016· article· en· International Journal of Economics and Finance· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
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