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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 1 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.

affvenueunlabeled
Living Labs as Open-Innovation Networks
2012· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+insufficient_payloadconsensus · none
132
citations
aboutno affno abstractunlabeled
Constructing CSCW: The First Quarter Century
2013· article· en· Computer Supported Cooperative Work (CSCW)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
121
citations
affunlabeled
Towards innovation in Living Labs networks
2012· article· en· International Journal of Product Development· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
111
citations
afffundunlabeled
The twin faces of public sector design
2018· article· en· Governance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
106
citations
venueno affno abstractunlabeled
A Social Vision for Value Co-creation in Design
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
105
citations
affno abstractunlabeled
A typology of creative consumers in living labs
2015· article· en· Journal of Engineering and Technology Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
92
citations
venueno affunlabeled
Living Labs for Cross-Border Systemic Innovation
2012· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
73
citations
affunlabeled
Sustainability in an imaginary world
2015· article· en· interactions· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
70
citations
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