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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
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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.

1,665 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 23 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
Mastering the Chaos
Jens M. Sorg, Karen Hodge Cunningham, Assia Stoyanova
2023· book-chapter· en· Advances in logistics, operations, and management science book series· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Creating Knowledge over Distance
Harald Bathelt, Sebastian Henn
2025· book· en· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
The Progression Towards Project Management Competence
Gregory James Skulmoski, Francis T. Hartman
2009· book-chapter· en· Advances in IT personnel and project management· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Globalization of innovation networks: A model of the process
Ricardo Vargas, J. Adam Holbrook
2010· article· en· Portland International Conference on Management of Engineering and Technology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Team Building in R&D Projects
Hamed Taherdoost
2024· book-chapter· en· Signals and communication technology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Introduction au dossier thématique
Luciana Castro Gonçalves, Liliana Mitkova, Corrado Cerruti, David Doloreux, Gláucia Maria Vasconcellos Vale
2021· article· fr· Management international· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Dynamic game plans
Kirk Plangger, Ian P. McCarthy, Jan Kietzmann, Karen Robson, Leyland Pitt
2019· book-chapter· en· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Jack of fewer trades: Evolution of specialization in research
Jinyoung Kim, Kanghyock Koh
2023· article· en· Canadian Journal of Economics/Revue canadienne d économique· Business, Management and Accounting
machine prediction:candidate · metaresearch+bibliometricsconsensus · none
2
citations
affunlabeled
Unpredictable Reconfigurations
Dragos Vieru, Marie-Claude Trudel
2013· article· en· International Journal of Social and Organizational Dynamics in IT· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
SMEs’ Foreign Operation Mode Package Development
Cici Xiao He, Masoud Karami, Andrea Insch
2018· article· en· Journal of Applied Business and Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Knowledge Management in R
Ian P. McCarthy, Michael R. Johnson, Bruce R. Gordon
2011· article· en· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
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