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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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University-Industry-Government Innovation Models
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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.

302 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.
302 works in the cohort · of 4,299,418page 1 of 7

Labels cover 5 of 302 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 302 of 302 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
E-Governance and Smart Communities
Amanda Coe, Gilles Paquet, Jeffrey Roy
2001· article· en· Social Science Computer Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
334
citations
fundno affno abstractunlabeled
Institutions and Systems in the Geography of Innovation
Maryann P. Feldman, Nadine Massard
2002· book· en· Economics of science, technology and innovation· Business, Management and Accounting
distilled prediction:candidate · bibliometricsconsensus · none
105
citations
aboutno affunlabeled
Information of interactions in complex systems
Klaus Krippendorff
2009· article· en· International Journal of General Systems· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
101
citations
affunlabeled
How Do Intelligent Goods Shape Closed-Loop Systems?
Risto Rajala, Esko Hakanen, Juri Mattila, Timo Seppälä, Mika Westerlund
2018· article· en· California Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
97
citations
affunlabeled
Innovation in Real Places
Dan Breznitz
2021· book· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
74
citations
affaboutunlabeled
Making & Doing
2021· book· en· The MIT Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
45
citations
afffundunlabeled
Editorial: Innovation policies and practices within innovation ecosystems
Catherine Beaudry, Thierry Burger‐Helmchen, Patrick Cohendet
2021· editorial· en· Industry and Innovation· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · research_integrity
41
citations
affunlabeled
Managing Creativity in Small Worlds
Lee Fleming, Matt Marx
2006· article· en· California Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
39
citations
affunlabeled
Creativity and Innovation
Stanley M. Stein, Thomas L. Harper
2011· article· en· Journal of Planning Education and Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Deciphering Information Technologies
Nico Stehr
2000· article· en· European Journal of Social Theory· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affunlabeled
Regional Education Hubs -- Rhetoric or Reality
Jane Knight
2015· article· en· International Higher Education· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affunlabeled
Revisiting Mode 2 at Noors Slott
Michael Gibbons, Camille Limoges, Peter Scott
2011· article· en· Prometheus· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
affaboutgemma · stsgpt · no categorymodels split
Normalizing Complaint
Kelly Holloway
2015· article· en· Science Technology & Human Values· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Opening Innovation to Address Grand Challenges
Gabriel Cavalli, Anita M. McGahan
2024· book-chapter· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations

How this was built: Screen · Findings · About