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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
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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
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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 8 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
Overcoming Barriers to Experimentation in Business-to-Business Living Labs
Ruben D’Hauwers, Aron-Levi Herregodts, Annabel Georges, Lynn Coorevits, Dimitri Schuurman, Olivier Rits +1 more
2017· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
'Everything in the forest is the forest'
Roy Bendor, Lisa P. Nathan, Matthew Louis Mauriello, Oliver Bates
2021· article· en· interactions· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Editorial : Innovation in Living Labs
Chris McPhee, Dmitri Schuurman, Pieter Ballon, Seppo Leminen, Mika Westerlund
2017· article· en· Åbo Akademi University Research Portal· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
4
citations
venueno affunlabeled
Reflecting on Actions in Living Lab Research
Anna Ståhlbröst, Marita Holst
2017· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
4
citations
affunlabeled
Issues of Participation
Terry Costantino
2014· article· en· International Journal of Sociotechnology and Knowledge Development· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Participatory Design And The Open Source Voice
Graham Pullin
2010· article· en· University of Minnesota Press eBooks· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Lead Users as a Source of Innovation
R. A. Brait
2004· article· en· International Journal of Law and Information Technology· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Editorial: Action Research
Chris McPhee, Magnus Hoppe
2019· editorial· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
3
citations
affno abstractunlabeled
Designing a Master Course Curriculum for Innovation Through Living Labs
Konstantinos G. Diamantis, Evdokimos Konstantinidis, Teemu Santonen, Eva Kehayia, Despoina Petsani, Martina Desole +2 more
2024· book-chapter· en· Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affno abstractunlabeled
Mapping Mashup Ecosystems
Michael Weiß
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
A Practice-Based View of Innovation Adoption
Rangapriya Kannan, Paola Perez-Aleman
2022· reference-entry· en· Oxford Research Encyclopedia of Business and Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
aboutno affunlabeled
Design for Social Innovation in Canada
Lorenzo Imbesi
2016· book· en· Common Ground Research Networks eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
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