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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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Political Influence and Corporate Strategies
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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.

519 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.
519 works in the cohort · of 4,299,418page 3 of 11

Labels cover 2 of 519 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 519 of 519 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Academic Earmarks and the Returns to Lobbying
John de Figueiredo, Brian S. Silverman
2002· preprint· en· National Bureau of Economic Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
afffundno abstractunlabeled
Bureaucratic discretion and contracting outcomes
Matthew Boland, David Godsell
2020· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
19
citations
afffundaboutunlabeled
Tensions entre rationalité technique et intérêts politiques: l'exemple de la mise en œuvre de la<i>Loi sur les agences de développement de réseaux locaux de services de santé et de services sociaux</i>au Québec
Damien Contandriopoulos, Raymond Hudon, Élisabeth Martin, Daniel W. Thompson
2007· article· fr· Canadian Public Administration· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
17
citations
aboutno affunlabeled
The Deregulatory Moment?
Robert G. Boatright
2015· book· en· University of Michigan Press eBooks· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
16
citations
venueno affunlabeled
Political Connection and Firm’s Performance Among Malaysian Firms
Nurul Azlin Azmi, Nor Balkish Zakaria, Fazrul Hanim Abd Sata, Zuraidah Mohd Sanusi
2020· article· en· International Journal of Financial Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Corporate political transparency and the cost of debt
David DeBoskey, Yutao Li, Gerald J. Lobo, Yan Luo
2020· article· en· Review of Quantitative Finance and Accounting· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
National Styles of NGO Regulation
Elizabeth A. Bloodgood, Joannie Tremblay‐Boire, Aseem Prakash
2013· article· en· Nonprofit and Voluntary Sector Quarterly· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
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