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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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Open Source Software Innovations
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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.

725 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.
725 works in the cohort · of 4,299,418page 15 of 15

Labels cover 4 of 725 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 725 of 725 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Stratonikeia kuzey sütunlu cadde doğu portik mozaiği
2017· book-chapter· en· Pamukkale University Open Access Archive (Pamukkale University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science+insufficient_payload
0
citations
affunlabeled
Open Source Digital Public Infrastructure (OSDPI)
Felipe Ribeiro
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affunlabeled
Open Source Digital Public Infrastructure (OSDPI)
Felipe Ribeiro
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
venueno affno abstractunlabeled
Editorial: The Business of Open Source (January 2011)
Chris McPhee, Michael Weiß
2011· editorial· en· ˜The œopen source business resource· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity
0
citations
affunlabeled
Open Source Digital Public Infrastructure (OSDPI)
Felipe Ribeiro
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affno abstractunlabeled
Innovation Crowdsourcing Platforms
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Public Apps
Felipe Ribeiro
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affno abstractunlabeled
Backcasting: Steps to achieve desired futures
Bern Grush, John S. Niles, Andrew Miller
2025· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Do Open Source Software Developers Listen to Their Users?
Arif Raza, Luiz Fernando Capretz
2015· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· Global Biodiversity Information Facility· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Quels pouvoirs pour le consommateur ?
Marc Filser, Éric Vernette
2011· article· fr· Décisions Marketing· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
100 Collaborative Products and their Uses
Jon Baggaley, Jim Depow, Jim Klaas, Norine Wark
2003· article· en· The International Review of Research in Open and Distributed Learning· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Business of Open Source Software: A Primer
Michael Widenius, Linus Nyman
2014· article· en· Technology Innovation Management Review· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Adoption, Improvement, and Disruption
Michael Brydon, Aidan R. Vining
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About