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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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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
aboutaboutness

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
Evidence
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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 4 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
SOA ANTIPATTERNS: AN APPROACH FOR THEIR SPECIFICATION AND DETECTION
Francis Palma, Mathieu Nayrolles, Naouel Moha, Yann‐Gaël Guéhéneuc, Benoît Baudry, Jean‐Marc Jezéquél
2013· article· en· International Journal of Cooperative Information Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Examining Usage Protocols for Service Discovery
Rimon Mikhaiel, Eleni Stroulia
2006· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
22
citations
affunlabeled
Trust-based Service-Oriented Architecture
Zainab M. Aljazzaf, Miriam A. M. Capretz, Mark Perry
2016· article· en· Journal of King Saud University - Computer and Information Sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Management Applications of the Web Service Offerings Language (WSOL)
Vladimir Tošić, B. Pagurek, Kruti Patel, Babak Esfandiari, Wei Ma
2003· book-chapter· en· Notes on numerical fluid mechanics and multidisciplinary design· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affunlabeled
Rules Capturing Events and Reactivity
Adrian Paschke, Harold Boley
2009· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affunlabeled
On feature interactions among Web services
Mr Weiss, Babak Esfandiari
2004· article· en· Proceedings. IEEE International Conference on Web Services, 2004.· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
22
citations
affunlabeled
Alerts in Healthcare Applications
Dickson K.W. Chiu, Benny W.C. Kwok, Ray L.S. Wong, Marina Kafeza, Shing-Chi Cheung, Eleanna Kafeza +1 more
2009· article· en· International Journal of Healthcare Information Systems and Informatics· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Web service matching for RESTful web services
Reihaneh Rabbany Khorasgani, Eleni Stroulia, Osmar R. Zai͏̈ane
2011· article· en· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affno abstractunlabeled
Management of service-oriented systems
Dong Liu, Ralph Deters
2008· article· en· Service Oriented Computing and Applications· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affunlabeled
Enterprise frameworks: issues and research directions
Hafedh Mili, Mohamed E. Fayad, Davide Brugali, David Hamu, Dov Dori
2002· article· en· Software Practice and Experience· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
AUTOMATED STAGED CONFIGURATION WITH SEMANTIC WEB TECHNOLOGIES
Marko Bošković, Ebrahim Bagheri, Dragan Gašević, Bardia Mohabbati, Nima Kaviani, Marek Hatala
2010· article· en· International Journal of Software Engineering and Knowledge Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Ontology-driven service composition for end-users
Hua Xiao, Ying Zou, Ran Tang, Joanna Ng, Leho Nigul
2011· article· en· Service Oriented Computing and Applications· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affno abstractunlabeled
Service-Oriented Computing
2016· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
18
citations

How this was built: Screen · Findings · About