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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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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.

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.

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 15 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.

venueno affunlabeled
Corporate Social Responsibility in Malaysia
Sheikh Muhamad Hizam, Zulkarnian Iylia Syazana binti Othman, Mohammad Mohammad Amin, Zalina Zainudin, Mohd Faiq Abdul Fattah
2019· article· en· International Journal of Financial Research· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
14
citations
affaboutunlabeled
Stakeholder engagement practices and impression management
Vincent Gagné, Sylvie Berthelot, Michel Coulmont
2021· article· en· Journal of Global Responsibility· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
14
citations
afffundunlabeled
Does proxy voting really promote corporate sustainability?
Julie Bernard, Olivier Boiral, Laurence Guillaumie, Marie‐Christine Brotherton
2022· article· en· Corporate Governance An International Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affunlabeled
Overselling corporate social responsibility
Najah Attig, Wenyao Hu, Mohammad M. Rahaman, Ashraf Al Zaman
2023· article· en· Financial Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
When Green Investors Are Green Consumers
Maxime Sauzet, Olivier Zerbib
2022· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
A primer on sustainable value creation
Ali M Fatemi, Iraj Fooladi
2019· article· en· Review of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Corporate headquarters relocation and CSR performance
Ali M Fatemi, Iraj Fooladi, Oumar Sy, Ashraf Al Zaman
2023· article· en· International Review of Economics & Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
The Economics of Corporate Social Responsibility: A Survey
Patricia Crifo, Vanina Forget
2012· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · metaresearch
13
citations
affno abstractunlabeled
Corporate Social Responsibility and Credit Ratings
Najah Attig, Sadok El Ghoul, Omrane Guedhami, Jungwon Suh
2012· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Supply Chain Sustainability Risk
Ki‐Hoon Lee, Stephan Vachon
2016· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
13
citations
affno abstractunlabeled
Can Firms’ ESG initiatives deter hostile Takeovers?
Albert Tsang, Shuo Yan, Lingyi Zheng
2024· article· en· Journal of International Money and Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations

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