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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.

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 3 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.

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
venueno affunlabeled
Employee-Driven Innovation: An Intervention Using Action Research
Mats Holmquist, Anna Johansson
2019· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+insufficient_payloadconsensus · none
25
citations
affvenueunlabeled
A Small-Firm Perspective on the Benefits of Living Labs
Veli-Pekka Niitamo, Mika Westerlund, Seppo Leminen
2012· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
A Systematic Review of Living Lab Literature
Mokter Hossain, Seppo Leminen, Mika Westerlund
2018· review· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
24
citations
venueno affunlabeled
nnovation Management in Living Lab Projects: The Innovatrix Framework
Dimitri Schuurman, Aron-Levi Herregodts, Annabel Georges, Olivier Rits
2019· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+insufficient_payloadconsensus · none
22
citations
affunlabeled
Putting Rooted Networks Into Practice
Alida Cantor, Elisabeth A. Stoddard, Dianne Rocheleau, Jennifer F. Brewer, Robin Roth, Trevor Birkenholtz +2 more
2016· article· en· PDXScholar (Portland State University)· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
22
citations
venueno affunlabeled
Living Labs for Cross-Border Systemic Innovation
Hans Schaffers, Petra Turkama
2012· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affunlabeled
Components of Co-creation
Stephen L. Allen, Tony Bailetti, Stoyan Tanev
2009· article· en· University of Southern Denmark Research Portal (University of Southern Denmark)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
19
citations
affno abstractunlabeled
Innovations for future systems
Haroon Malik, Ansar-Ul-Haque Yasar, Elhadi Shakshuki
2017· article· en· Journal of Ambient Intelligence and Humanized Computing· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
19
citations
affno abstractunlabeled
The Evolving Global Public Inclusive Infrastructure (GPII)
Gregg C. Vanderheiden, Jutta Treviranus, Maria Gemou, Evangelos Bekiaris, Kasper Markus, Colin Clark +1 more
2013· book-chapter· en· Lecture notes in computer science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
17
citations

How this was built: Screen · Findings · About