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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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Environmental Sustainability in Business
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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
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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.

1,350 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.
1,350 works in the cohort · of 4,299,418page 3 of 27

Labels cover 3 of 1,350 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 1,350 of 1,350 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutno abstractunlabeled
Corporate sustainability in Canadian and US maritime ports
Michele Acciaro, Tony R. ‎Walker, Gregory M. Magnan, Michelle Adams
2019· article· en· Journal of Cleaner Production· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
152
citations
affunlabeled
Social Responsibility and Product Innovation
Ganesh Iyer, David Soberman
2016· article· en· Marketing Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
130
citations
affno abstractunlabeled
Sustaining Sustainability in Organizations
Deborah E. de Lange, Timo Busch, Javier Delgado‐Ceballos
2012· article· en· Journal of Business Ethics· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
129
citations
affunlabeled
ISO 14001, EMAS and environmental performance: A meta‐analysis
Artitzar Erauskin Tolosa, Eugenio Zubeltzu‐Jaka, Iñaki Heras Saizarbitoria, Olivier Boiral
2019· article· en· Business Strategy and the Environment· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
128
citations
affaboutunlabeled
Knowledge acquisition and environmental commitment in SMEs
Marie‐Josée Roy, François Thérin
2007· article· en· Corporate Social Responsibility and Environmental Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
121
citations
affunlabeled
Improving ESG Scores with Sustainability Concepts
Alexandre Clément, Élisabeth Robinot, Léo Trespeuch
2022· article· en· Sustainability· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
115
citations

How this was built: Screen · Findings · About