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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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Innovative Approaches in Technology and Social Development
Retraction
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Study design
Label agreement
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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.

989 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
989 works in the cohort · of 4,299,418page 6 of 20

Labels cover 5 of 989 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 989 of 989 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Transition and Social Practices
Christa Liedtke, Marco Hasselkuß, Melanie Speck, Carolin Baedeker
2017· article· en· Journal of Sustainable Development· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
7
citations
affno abstractunlabeled
Climate for Change: New HCI Research for Climate Action
Robert Soden, Vishal Sharma, Matthew Louis Mauriello, Nicola J. Bidwell
2025· article· en· interactions· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
DevEx in Action
Nicole Forsgren, Eirini Kalliamvakou, Abi Noda, Michaela Greiler, Brian Houck, Margaret‐Anne Storey
2024· article· en· Communications of the ACM· Business, Management and Accounting
distilled prediction:candidate · open_scienceconsensus · open_science
6
citations
affno abstractunlabeled
Built environments for frail older adults: The now and next
Cédric Annweiler, Frédéric Noublanche, Cécile Jaglin-Grimonprez, Yann Bubien
2018· editorial· en· Maturitas· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Design for Resilient Communities
Anna Rubbo, Juan Du, Martin Tamke
2023· book· en· Sustainable development goals series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
6
citations
venueno affunlabeled
Cocreation to Facilitate Communication and Collaboration Between Multidisciplinary Stakeholders in eHealth Research and Development: Case Study of the CARRIER (Coronary Artery Disease: Risk Estimations and Interventions for Prevention and Early Detection) Consortium
Elizabeth Latuapon, Laura Hochstenbach, Dominik Mahr, Bart Scheenstra, Bas Kietselaer, Marieke Spreeuwenberg
2023· article· en· JMIR Human Factors· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
6
citations
affunlabeled
Living Labs, innovation sociale et territoire
Juan‐Luis Klein, Bernard Pecqueur
2017· preprint· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
6
citations
venueno affunlabeled
A Review of New Zealands Digital Strategy
Andy Williamson
2005· review· en· The Journal of Community Informatics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Managing with communities for innovation, agility, and resilience
Karine Goglio‐Primard, Laurent Simon, Patrick Cohendet, Barak S. Aharonson, Etienne Wenger-Trayner
2020· article· en· European Management Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Innovation in Living Labs: A Quantum Approach
Seppo Leminen, Mervi Rajahonka, Mika Westerlund
2023· article· en· Journal of Innovation Management· Business, Management and Accounting
distilled prediction:candidate · bibliometricsconsensus · none
5
citations
affaboutno abstractunlabeled
Breakthroughs and emerging insights from ongoing design science projects: Research-in-progress papers and poster presentations from the 11th international conference on design science research in information systems and technology (DESRIST) 2016. St. John, Newfoundland, Canada, May 23-25
Jeffrey Parsons, Tuure Tuunanen, John Venable, Markus Helfert, Brian Donnellan, Jim Kenneally
2016· article· en· Design Science Research in Information Systems and Technology· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · sts
5
citations
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