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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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Semantic Web and Ontologies
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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.

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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.

1,983 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.
1,983 works in the cohort · of 4,299,418page 3 of 40

Labels cover 1 of 1,983 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 1,983 of 1,983 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
(Not) yet another matcher
Fabien Duchateau, Rémi Coletta, Zohra Bellahsène, Renée J. Miller
2009· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
38
citations
affaboutunlabeled
Metadata: A Fundamental Component of the Semantic Web
Jane Greenberg, Stuart A. Sutton, D. Grant Campbell
2003· article· en· Bulletin of the American Society for Information Science and Technology· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
38
citations
affno abstractunlabeled
Conceptual Modeling
Sandeep Purao, Matthias Jarke
2014· book· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Ontology Mapping - a User Survey
Sean M. Falconer, Natalya F. Noy, Margaret‐Anne Storey
2007· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
36
citations
affunlabeled
MORF: A Mobile Health-Monitoring Platform
Rachid Benlamri, Luke Docksteader
2010· article· en· IT Professional· Computer Science
machine prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Building semantic mappings from databases to ontologies
Yuan An, John Mylopoulos, Alex Borgida
2006· article· en· Institutional Research Information System (Università degli Studi di Trento)· Computer Science
machine prediction:candidate · noneconsensus · none
35
citations
afffundunlabeled
Clinical Decision Support System for Point of Care Use
Ken Farion, Wojtek Michalowski, Dympna O’Sullivan, S. Rubin, Dawid Weiss, Szymon Wilk
2009· article· en· Methods of Information in Medicine· Computer Science
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Modular first-order ontologies via repositories
Michael Grüninger, Torsten Hahmann, Ali Hashemi, Darren Ong, Atalay Nafi Ozgovde
2012· article· en· Applied Ontology· Computer Science
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Bridging MDA and OWL ontologies
Dragan Gašević, Dragan Djurić, Vladan Devedžić
2005· article· en· Journal of Web Engineering· Computer Science
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Workload matters
Güneş Aluç, M. TAMER ÖZSU, Khuzaima Daudjee
2014· article· en· Proceedings of the VLDB Endowment· Computer Science
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Thirty Years Later
Yair Wand, Ron Weber
2017· article· en· Journal of Database Management· Computer Science
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Linking Semistructured Data on the Web
Oktie Hassanzadeh, Soheil Hassas Yeganeh, Renée J. Miller
2011· article· en· International Workshop on the Web and Databases· Computer Science
machine prediction:candidate · noneconsensus · none
27
citations
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How this was built: Screen · Findings · About