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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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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
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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.

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 1 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.

affno abstractunlabeled
Political connections of newly privatized firms
Narjess Boubakri, Jean‐Claude Cosset, Walid Saffar
2008· article· en· Journal of Corporate Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
669
citations
affunlabeled
Auditor Choice in Politically Connected Firms
Omrane Guedhami, Jeffrey Pittman, Walid Saffar
2013· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
324
citations
affno abstractunlabeled
Firm heterogeneity and lobby participation
Matilde Bombardini
2008· article· en· Journal of International Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
316
citations
affunlabeled
Academic Earmarks and the Returns to Lobbying
John M. de Figueiredo, Brian S. Silverman
2006· article· en· The Journal of Law and Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
291
citations
affunlabeled
Estimating the Value of Connections to Vice-President Cheney
David N. Fisman, Raymond Fisman, Julia Galef, Rakesh Khurana, Yongxiang Wang
2012· article· en· The B E Journal of Economic Analysis & Policy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
190
citations
aboutno affunlabeled
Moral Movements and Foreign Policy
Joshua W. Busby
2010· book· en· Cambridge University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
175
citations
affunlabeled
Empirical Models of Lobbying
Matilde Bombardini, Francesco Trebbi
2020· article· en· Annual Review of Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
168
citations
affunlabeled
Civil Society and the State
Simone Chambers, Jeffrey Kopstein
2009· book-chapter· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
126
citations
affno abstractunlabeled
Political Connections and the Cost of Equity Capital
Narjess Boubakri, Omrane Guedhami, Dev R. Mishra, Walid Saffar
2012· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
107
citations
affunlabeled
Hall of Mirrors: Corporate Philanthropy and Strategic Advocacy
Marianne Bertrand, Matilde Bombardini, Raymond Fisman, Brad Hackinen, Francesco Trebbi
2021· article· en· The Quarterly Journal of Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Corporate political connections in global strategy
Lin Cui, Helen Wei Hu, Sali Li, Klaus E. Meyer
2018· article· en· Global Strategy Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
81
citations
affno abstractunlabeled
Environmental Externalities of Activism
Pat Akey, Ian Appel
2019· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
77
citations
aboutno affunlabeled
Strategies for Social Change
2012· book· en· University of Minnesota Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
74
citations
aboutno affunlabeled
Local Business Voice
Robert J. Bennett
2011· book· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
63
citations

How this was built: Screen · Findings · About