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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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˜The œopen source business resource
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

294 results · 1 filter active ·
Results by year
20072011
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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.
294 works in the cohort · of 4,299,418page 1 of 6

Labels cover 0 of 294 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 294 of 294 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
A Social Vision for Value Co-creation in Design
Liz Sanders, G. Simons
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
105
citations
venueno affno abstractunlabeled
Transparency in Government
Darlene Meskell
2009· article· en· ˜The œopen source business resource· Social Sciences
machine prediction:candidate · noneconsensus · none
53
citations
venueno affno abstractunlabeled
How Universities Can Enable Social Innovation
Kim Matheson
2008· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
12
citations
venueno affno abstractunlabeled
Enabling Geospatial Business Intelligence
Thierry Badard, Étienne Dubé
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
12
citations
venueno affno abstractunlabeled
Motivating Stakeholders for Co-created Innovation
Alex Pedrosa
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
10
citations
venueno affunlabeled
Competitive Open Source
Peter F. Carbone
2007· article· en· ˜The œopen source business resource· Computer Science
machine prediction:candidate · noneconsensus · none
10
citations
venueno affno abstractunlabeled
Eclipse: A Premier Open Source Community
Donald Smith, Mike Milinkovich
2007· article· en· ˜The œopen source business resource· Computer Science
machine prediction:candidate · noneconsensus · none
9
citations
venueno affno abstractunlabeled
Value Co-creation: Lessons from Lead to Win Ecosystem
Tony Bailetti, David Hudson
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
9
citations
venueaboutno affunlabeled
The Value of Cloud Computing
David S. Linthicum
2010· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
7
citations
venueno affno abstractunlabeled
How Open Source Strengthens Business Models
Tony Bailetti
2009· article· en· ˜The œopen source business resource· Computer Science
machine prediction:candidate · noneconsensus · none
7
citations
venueno affno abstractunlabeled
Reflecting on Fifty Issues of the OSBR
Chris McPhee
2011· article· en· ˜The œopen source business resource· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
venueno affno abstractunlabeled
Keystone Off-The-Shelf
Tony Bailetti
2010· article· en· ˜The œopen source business resource· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
5
citations
venueno affno abstractunlabeled
Accelerating Successful Technical Entrepreneurship
P Carbone
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
venueno affno abstractunlabeled
Using Value Co-Creation to Redefine Business Models
Kati Järvi, Antti Pellinen
2011· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
4
citations
venueno affno abstractunlabeled
Ways of Engaging Consumers in Co-production
Michael Etgar
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
3
citations
venueno affno abstractunlabeled
Mapping Mashup Ecosystems
Michael Weiß
2009· article· en· ˜The œopen source business resource· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
3
citations
venueno affno abstractunlabeled
Open Source on Trial
Kamal Hassin
2007· article· en· ˜The œopen source business resource· Mathematics
machine prediction:candidate · insufficient_payloadconsensus · none
3
citations
venueno affno abstractunlabeled
Assessing Trust Between Members of a Marketplace
Eduardo Cardoso Moraes
2010· article· en· ˜The œopen source business resource· Decision Sciences
machine prediction:candidate · noneconsensus · none
3
citations

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