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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
Retraction
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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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venuejournal
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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 11 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.

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
Corporate social responsibility disclosure: a topic-based approach
Katrin Hummel, Stéphanie Mittelbach‐Hörmanseder, Charles H. Cho, Dirk Matten
2022· article· en· Accounting and Business Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
25
citations
afffundno abstractunlabeled
Leader character in board governance
Gerard Seijts, Alyson Byrne, Mary Crossan, Jeffrey Gandz
2018· article· en· Journal of Management & Governance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
aboutno affunlabeled
Do, but don’t tell
Timothy A. Hart, Corey Fox, Kenneth F. Ede, John Korstad
2015· article· en· International Journal of Sustainability in Higher Education· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
The COVID-19 pandemic: opportunity or challenge for climate change risk disclosure?
Walid Ben‐Amar, Breeda Comyns, Isabelle Martínez
2022· article· en· Accounting Auditing & Accountability Journal· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch
24
citations
affaboutunlabeled
Shareholder engagement in the extractive sector
Rupert Allen, Hugues Létourneau, Tessa Hebb
2012· article· en· Journal of Sustainable Finance and Investment· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
venueno affunlabeled
The Effect of Corporate Social Responsibility on Brand Building
Ayogyam Alexander, Amo Francis, Lydia Asare Kyire, Hudu Mohammed
2014· article· en· International Journal of Marketing Studies· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
24
citations
affno abstractunlabeled
ESG performance and litigation risk
Hua Zhang, Huaqing Zhang, Li Grace Tian, Shengli Yuan, Yongqian Tu
2024· article· en· Finance research letters· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
venueno affunlabeled
Corporate Social Disclosure Practices in Kuwait
Mahammed Al-Ajmi, Abdullah AL‐Mutairi, Nabi Al-Duwaila
2015· article· en· International Journal of Economics and Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
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