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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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Collaboration in agile enterprises
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Abstract
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Label agreement
Label status

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
aboutaboutness

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

330 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.
330 works in the cohort · of 4,299,418page 3 of 7

Labels cover 2 of 330 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 330 of 330 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Empowering Modern Managers
Rustam Vahidov
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
aboutno affno abstractunlabeled
Toronto Virtual Enterprise (TOVE)
William J. Raynor
2020· article· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
REINVENTING COLLABORATION WITH AUTONOMOUS TECHNOLOGY-BASED AGENTS
Isabella Seeber, Lena Waizenegger, Stefan Seidel, Stefan Morana, Izak Benbasat, Paul Benjamin Lowry
2019· article· en· Journal of the Association for Information Systems· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Custom Enterprise.com
Gaby Wiegran
2000· article· en· The Journal of Internet Banking and Commerce· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Does your organization have DRIVE?
Niranjan Kissoon, Bradley J Campbell, Nash Syed
2009· article· en· PubMed· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
VMI & TPL Supply Chain Coordination Based on Evolutionary Game
Ying Jie Song, Yuanping Cao
2019· article· fr· Journal Européen des Systèmes Automatisés· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Managing Changes in Service Oriented Virtual Organizations
Waeal J. Obidallah, Bijan Raahemi
2016· article· en· Journal of Electronic Commerce in Organizations· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Agent facilitated integration of distributed PDM systems
Yinsheng Li, Weiming Shen, Hamada Ghenniwa
2004· article· en· International Journal of Networking and Virtual Organisations· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Job design for IT-shared services organizations
Aareni Uruthirapathy
2011· dissertation· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Analysis of the Development Strategy of SMIC
Xinyi Ding
2023· article· en· Advances in Economics Management and Political Sciences· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Manufacturing Connectedness
Darren Meister
2002· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Best Practices for Effective Virtual Teams
D. Sandy Staples, Ian K. Wong, Ann Cameron
2005· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Virtual strategy development in Alfa Laval
Mikael E. Malmgren, Ghislaine Caulat
2009· article· en· Strategic Direction· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Designing an Online Collaboration System
Alireza Moghaddam, George Gadanidis
2005· article· en· EdMedia: World Conference on Educational Media and Technology· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The framework for virtual enterprise based on multi-agent system
Xiaomei Sun, Zhaoxin Yang, Guirong Du, Chen Nie
2011· article· en· International Conference on New Trends in Information Science and Service Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affno abstractunlabeled
Reference Model for a Virtual Enterprise
Zbigniew Banaszak, Marek B. Zaremba
2001· article· en· IFAC Proceedings Volumes· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
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