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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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Global trade, sustainability, and social impact
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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
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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.

1,118 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.
1,118 works in the cohort · of 4,299,418page 1 of 23

Labels cover 0 of 1,118 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 1,118 of 1,118 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Environmental Sociology
John H. Hannigan
2006· book· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
322
citations
affunlabeled
The Business Firm as a Political Actor
Andreas Georg Scherer, Guido Palazzo, Dirk Matten
2013· article· en· Business & Society· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
270
citations
affunlabeled
Certify Sustainable Aquaculture?
Simon R. Bush, Ben Belton, Derek Hall, Peter Vandergeest, Francis J. Murray, Stefano Ponte +8 more
2013· article· en· Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
252
citations
affunlabeled
Criteria for effective zero-deforestation commitments
Rachael Garrett, Samuel A. Levy, Kimberly M. Carlson, Toby Gardner, Javier Godar, Jennifer A. Clapp (University of Waterloo) +16 more
2018· article· en· Global Environmental Change· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
192
citations
affunlabeled
CSR Institutionalized Myths in Developing Countries
Dima Jamali, Peter Lund‐Thomsen, Navjote Khara
2015· article· en· Business & Society· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
167
citations
afffundunlabeled
The Impact of B Lab Certification on Firm Growth
Simon C. Parker, Edward N. Gamble, Peter W. Moroz, Oana Branzei
2018· article· en· Academy of Management Discoveries· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
119
citations

How this was built: Screen · Findings · About