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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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Service and Product Innovation
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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
aboutaboutness

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

402 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.
402 works in the cohort · of 4,299,418page 5 of 9

Labels cover 3 of 402 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 402 of 402 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Theorizing Servitisation for SME Performance
Arman Hj. Ahmad, Norsida Shafaruddin, Ridzuan Masri, Normy Rafida Abdul Rahman, Wan Sabri Wan Hussin
2019· article· en· International Journal of Financial Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Social marketing in Canadian context
Sadrudin A. Ahmed
2010· article· en· uO Research (University of Ottawa)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
fundno affunlabeled
Guest editorial
Cheryl Leo, Jill Sweeney
2017· editorial· en· Journal of Service Theory and Practice· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
3
citations
fundno affunlabeled
Global IT and IT-enabled services
Michael Chau, George L. Ball, Jinghua Huang, Jian Chen, J. Leon Zhao
2010· article· en· Information Systems Frontiers· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Social Marketing in Healthcare
Manuel W. Mah
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Digital Strategy and Architecture for Human-Centered Intelligent Systems
Alfréd Zimmermann, Rainer Schmidt, Rainer Alt, Yoshimasa Masuda, Abdellah Chehri
2023· book-chapter· en· Smart innovation, systems and technologies· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
venueno affunlabeled
Editorial: Technology in Service Innovation
Chris McPhee, Stephen L. Vargo, Marja Toivonen, Risto Rajala
2015· editorial· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+research_integrity+insufficient_payloadconsensus · bibliometrics
3
citations
venueno affno abstractunlabeled
Value Co-Creation and New Marketing
Aron Darmody
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
venueno affunlabeled
Editorial: Service and Innovation
Chris McPhee, Risto Rajala, Marja Toivonen, Mika Westerlund
2014· editorial· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+insufficient_payloadconsensus · none
2
citations
affunlabeled
Patient Involvement : A Service Perspective
Hannah Snyder
2014· book· en· Linköping University Electronic Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affaboutunlabeled
Beyond Digital Tools
Khadijeh Rouzbehani
2019· book-chapter· en· Advances in library and information science (ALIS) book series· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
affno abstractunlabeled
Introduction to Service 4.0 and Customer-Centric Supply Chains
Parminder Singh Kang, Xiaojia Wang, Joong Y. Son, Mohsin Jat
2024· book-chapter· en· SpringerBriefs in service science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
MANAGING THE CO-CREATION PROCESS: WHEN THE CAKE DOES NOT RISE
Alexandra Dion-Poulin, Sophie Veilleux, Véronique Perreault, Sylvie L. Turgeon
2023· article· en· International Journal of Innovation Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
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