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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 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.

affunlabeled
Auditor Choice in Politically Connected Firms
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
2008· article· en· Journal of International Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
316
citations
aboutno affunlabeled
Moral Movements and Foreign Policy
2010· book· en· Cambridge University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
175
citations
affunlabeled
Empirical Models of Lobbying
2020· article· en· Annual Review of Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
168
citations
affunlabeled
Civil Society and the State
2009· book-chapter· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
126
citations
affunlabeled
Corporate political connections in global strategy
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
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
2011· book· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
63
citations
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