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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
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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.

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 83 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.

fundno affunlabeled
Corporate ownership and control in Victorian Britain
Graeme G. Acheson, Gareth Campbell, John D. Turner, Nadia Vanteeva
2014· preprint· en· Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Entrenchment, director' networks, and CEO compensation
Mohamed Imen Gallali, Najla Hamdi
2019· article· en· International Journal of Entrepreneurship and Small Business· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Firm-Level Political Risk and Stock Repurchases
Ali C. Akyol, Mian Wei
2024· preprint· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
How External CEOs Stimulate Innovation
Muhammad Kabir, Khalid Nainar
2019· article· en· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Convertible Debt and Shareholder Incentives
Christian Dorion, Pascal François, Gunnar Grass, Alexandre Jeanneret
2019· book-chapter· en· World Scientific Publishing Company eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Catering Through Nominal Share Prices Revisited
M. Fabricio Perez, Andriy Shkilko
2015· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Government Intervention and Investment Comovement
Donghua Chen, Saqib Khan, Xin Yu, Zhou Zhang
2010· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
L'escompte canadien : un réexamen
Cécile Carpentier, Jean‐Marc Suret
2011· preprint· fr· RePEc: Research Papers in Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Convergent evolution towards the joint-stock company
David Le Bris, William N. Goetzmann, Sébastien Pouget
2025· article· en· Business History· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Commonality in Liquidity: A Global Perspective
Paul Brockman, Dennis Y. Chung, Christophe Pérignon
2009· preprint· en· Journal of Financial and Quantitative Analysis· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Small Firms: Do They Have Better to Go Public?
Achouak Barguellil
2019· article· en· International Journal of Economics and Finance· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
CEO Trading and Managerial Talent
Amir Rubin, Alexander Vedrashko
2011· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
World Bank_judicial reforms.csv
Matthieu Chemin
2018· dataset· en· Harvard Dataverse· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
SEC Scrutiny Shopping
Paul Calluzzo, Wei Wang, Serena Wu
2019· article· en· RePEc: Research Papers in Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
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