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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.

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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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Service-Oriented Architecture and Web Services
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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
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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.

1,366 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.
1,366 works in the cohort · of 4,299,418page 17 of 28

Labels cover 0 of 1,366 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 1,366 of 1,366 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.

affunlabeled
On Personalizing Web Services Using Context
Zakaria Maamar, Soraya Kouadri Mostéfaoui, Qusay H. Mahmoud
2011· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Application Research for COM and DLL
Ting Li
2006· article· en· Microcomputer applications· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Modeling of Web Services using Reaction Rules
Marko Ribarić, Shahin Sheidaei, Milan Milanović, Dragan Gašević, Adrian Giurca, Sergey Lukichev
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
MIPS: A service-based aid for intelligence analysis
Dave Braines, John Ibbotson, Graham White
2013· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Software engineering 2.0 & research 2.0
Denis Avrilionis, Grady Booch, Jean-Marie Favré, Hausi Müller
2009· preprint· en· Computer Science
machine prediction:candidate · metaresearch+open_scienceconsensus · none
1
citations
afffundaboutunlabeled
Tangent Host: An Uneasy Partnership
Prescott C. Ensign, Nicholas P. Robinson
2019· article· en· Entrepreneurship Education and Pedagogy· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Web technologies in a collaborative platform for clinical trials
Miriam A. M. Capretz, Maria Beatriz Felgar de Toledo, Marcelo Fantinato, Diego Zuquim Guimarãaes Garcia, Wang Shuying, David S. Allison +6 more
2009· article· en· Americanae (AECID Library)· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Extending Apache Axis for Monitoring Web Service Offerings
Vladimir Tošić, Wei Ma, Babak Esfandiari, B. Pagurek, Hanan Lutfiyya
2006· article· en· International Journal of Cases on Electronic Commerce· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Semantic Composition of Web Portal Components
Jens H. Weber-Jahnke, Yury Bychkov, David Dahlem, Luay Kawasme
2008· book-chapter· en· Advances in end user computing series/Advances in end user computing (AEUC) book series· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Service Orchestration
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
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