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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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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 2 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.

affunlabeled
Coworking, fab labs et living labs
Arnaud Scaillerez, Diane‐Gabrielle Tremblay
2017· article· fr· Territoire en mouvement· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
52
citations
affunlabeled
Understanding how participatory approaches foster innovation
Boru Douthwaite, Nathalie Beaulieu, Mark Lundy, D. Peters
2009· article· en· International Journal of Agricultural Sustainability· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
52
citations
affaboutno abstractunlabeled
International EMS Systems: Canada
Peter G. Symons, Michael Shuster
2004· article· en· Resuscitation· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
46
citations
venueno affunlabeled
The Impacts of Community Telecenters in Rural Colombia
Fabiola Amariles, Olga P. Paz, Nathan Russell, Nancy Collins Johnson
2007· article· en· The Journal of Community Informatics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
39
citations
aboutno affunlabeled
Practice-based Design of a Neighborhood Portal
Cláudia Müller, Dominik Hornung, Theodor Hamm, Volker Wulf
2015· article· en· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Managing Social Innovation
Thomas B. Lawrence, Graham Dover, Bryan Gallagher
2013· book· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
33
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
32
citations
afffundunlabeled
UD Co-Spaces
Narges Mahyar, Kelly J. Burke, Jialiang Xiang, Siyi Meng, Kellogg S. Booth, Cynthia Girling +1 more
2016· article· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
fundno affunlabeled
Co-creation during COVID-19
2022· paratext· en· OECD science, technology and industry policy papers· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity+insufficient_payload
26
citations
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