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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
Evidence
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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 3 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
Mapping Knowledge in Work
Chris Warhurst, Paul Thompson
2012· book-chapter· en· SensePublishers eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
Editorial: Innovation and Entrepreneurship
Chris McPhee
2014· editorial· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
3
citations
affunlabeled
Knowledge Society
Mitt Nowshade Kabir
2019· book-chapter· en· Palgrave Macmillan US eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Open Innovation in Small Business
2023· book· en· Contributions to environmental sciences & innovative business technology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+research_integrity+insufficient_payloadconsensus · none
2
citations
affunlabeled
Visualizing ICT Change in the Academy
Gale Parchoma
2007· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
High and New Technology Industrial Development Zones
Wang Ji-ci, Mark Wang
2002· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Fostering Entrepreneurship, Creativity and Innovation in Cities
Elzo Alves Aranha, Neuza Abbud Prado Garcia, Paulo Henrique dos Santos
2017· article· en· International Business Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
aboutno affunlabeled
Mobile Journalism and Innovation
Marcos Palácios, Suzana Barbosa, Fernando Firmino da Silva, Rodrigo Cunha
2019· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Triângulos compreensivos da ciência, tecnologia e inovação
Marcello Cavalcanti Barra
2017· article· pt· Liinc em Revista· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affaboutgemma · no categorygpt · insufficient_payloadmodels split
Book reviews
Cooper H. Langford
2010· article· en· Science and Public Policy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
A greener route to ethylene
Alex Tullo
2021· article· en· C&EN Global Enterprise· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Digital Television and its (Dys)Functions in Africa
John Bosco Mayiga
2014· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations

How this was built: Screen · Findings · About