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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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Innovation and Knowledge Management
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,665 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.
1,665 works in the cohort · of 4,299,418page 28 of 34

Labels cover 8 of 1,665 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 1,665 of 1,665 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Advisory Board
2012· other· en· Research in the sociology of organizations· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Jeri Caldwell at Moex, Inc.: CEO'S Dilemma (Condensed)
Martin N. Davidson, James G. Clawson, Joseph Harder, Celia V. Harquail, Gerry Yemen
2008· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Teaching Chinese R&D Managers
Tom Clarke
2007· article· en· Research-Technology Management· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
How Firms Create Knowledge through Collaborations
Yuanyuan Wu, Paola Perez-Aleman
2012· article· en· Academy of Management Proceedings· Business, Management and Accounting
machine prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Strategic Process Models for Sustainability
Parshotam Dass, Senthil Kumar Muthusamy
2014· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Cross-Border Inter-Firm Networks in Contemporary Europe
Ekaterina Turkina
2012· book-chapter· en· Advances in business strategy and competitive advantage book series· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
No Run of the Mill
Paul Sharke
2005· article· en· Mechanical Engineering· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Engaging in Cross-Border Collaboration
2024· book-chapter· en· Cambridge University Press eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Power of Decisions
Hassan Qudrat‐Ullah
2025· book-chapter· en· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Taxonomy of a learning engineering organization
Hossam Sadek, Franz Newland
2024· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Performance Measures
Anita M. McGahan
2016· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
Huawei in Canada: Doing Business in the Midst of Game of Thrones
Hadi Chapardar, William Wei, Houssam Chamseddine
2020· book-chapter· en· Palgrave studies of internationalization in emerging markets· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
IBM Credit Revisited
Timothy S. Vaughan
2020· article· en· Journal of Applied Business and Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Preface
2007· book-chapter· en· Edward Elgar Publishing eBooks· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About