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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 Social Responsibility Reporting
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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.

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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.

1,800 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.
1,800 works in the cohort · of 4,299,418page 10 of 36

Labels cover 7 of 1,800 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 1,800 of 1,800 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Value of Corportate Culture
Luigi Guiso, Paola Sapienza, Luigi Zingales
2013· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
What We Talk About When We Talk About Stakeholders
Michael E. Johnson‐Cramer, Robert A. Phillips, Hussein Fadlallah, Shawn L. Berman, Heather Elms
2021· article· en· Business & Society· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
33
citations
venueno affunlabeled
ESG and Firm Value
Andrea Quintiliani
2022· article· en· Accounting and Finance Research· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
32
citations
venueno affunlabeled
The Effects of Carbon Emissions and Agency Costs on Firm Performance
Muhammad Nurul Houqe, Solomon Opare, Muhammad Kaleem Zahir‐ul‐Hassan, Kamran Ahmed
2022· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Corporate Social Responsibility and Government
Jeremy Moon, Nahee Kang, Jean‐Pascal Gond
2010· book-chapter· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
aboutno affunlabeled
Standalone CSR Reports: A Canadian Analysis
Lois S. Mahoney
2012· article· en· Issues in Social and Environmental Accounting· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
The angel-halo effect
Kent Walker, Zhou Zhang, Bing Yu
2016· article· en· European Business Review· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
29
citations
affno abstractunlabeled
Do Directors Drive Corporate Sustainability?
Peter Iliev, Lukas Roth
2020· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
29
citations
venueno affunlabeled
Perception de la RSE par les dirigeants de PME camerounaises
Robert Sangue Fotso
2018· article· fr· Revue internationale P M E Économie et gestion de la petite et moyenne entreprise· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
28
citations
affunlabeled
CSR as a Driver where ESG Performance will Ultimately Matter
Andrea Cincinnati Cini, Chiara Ricci
2018· article· en· Symphonya Emerging Issues in Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
affunlabeled
Resonance tropes in corporate philanthropy discourse
Crawford Spence, Ian Thomson
2009· article· en· Business Ethics A European Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
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