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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
Retraction
Abstract
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Label agreement
Label status

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
Evidence
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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 5 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
Subpoena power and informational lobbying
Arnaud Déllis, Mandar Oak
2020· article· en· Journal of Theoretical Politics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Think Tanks and Emerging Power Networks
James G. McGann, Aaron Shull
2018· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
Peer Effects in Networks: A Survey
Yann Bramoullé, Habiba Djebbari, Bernard Fortin
2020· preprint· en· Annual Review of Economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Informational Lobbying and Agenda Distortion
Christopher Cotton, Arnaud Déllis
2012· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affno abstractunlabeled
Lobbying and governance in Canada
Maxime Boucher, Christopher A. Cooper
2021· article· en· Canadian Public Administration· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Word Networks in US Rural Policy Discourse
Adam Reimer, Yicheol Han, Stephan J. Goetz, Scott Loveridge, Don E. Albrecht
2016· article· en· Applied Economic Perspectives and Policy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Cross-Media Ownership and Democratic Practice in Canada
Kai Hildebrandt, Walter C. Soderlund, Colette Brin, Lydia Miljan
2012· book· en· University of Alberta Press eBooks· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affno abstractunlabeled
A Lobbyist's Observations on the Lobbying Act
Kim Doran
2010· article· en· Canadian parliamentary review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
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