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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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Software Engineering and Design Patterns
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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
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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.

120 results · 1 filter active ·
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20002025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
120 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 120 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 120 of 120 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
A Framework for Hard Cases
2025· book-chapter· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Complecto mutatio
Randy Connolly
2008· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Editorial.
Donald Crawford
2002· article· en· PubMed· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundunlabeled
Motivational Ambient and Latent Behaviors in Computer RPGs
Maria Cutumisu, Duane Szafron, Jonathan Schaeffer, Kevin Waugh
2007· article· en· Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Migrating to New I/O
Jeff Friesen
2014· book-chapter· en· Apress eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Islandora 8 and Beyond
2019· article· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Design Patterns
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Collaboration in the age of augmented reality
Ivan Tomek, Rick Giles
2008· article· en· IEEE International Technology Management Conference· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
CANDU design overview
Ralph Hart
2002· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Session details: Session 1: Architecture
Sinan Kaptanoglu
2018· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Session details: Software Development
Robert Biddle
2014· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Linux and open-source applications
Peter F. Jones, M. B. Jorgenson
2000· article· en· Linux journal· Social Sciences
machine prediction:candidate · open_scienceconsensus · none
0
citations
affunlabeled
Move config.txt path for brew
Daisie Huang, juliema
2014· article· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Caller id with asterisk and Ajax
Mike Diehl
2006· article· en· Linux journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Implement a Console in Eclipse Plug-in
Liwei Liu
2007· article· en· Microcomputer applications· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Eclipse Distilled (Eclipse)
David A. Carlson
2005· book· en· Addison-Wesley Professional eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Reflection and Attributes
Michel de Champlain, Brian G. Patrick
2003· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Visual Basic 2005 for programmers
Paul J. Deitel, Harvey M. Deitel
2006· book· en· CERN Document Server (European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
INTRODUCTION
Dwight Deugo
2000· book-chapter· en· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Boost your capacity to manage Dspace
Wayne Johnston, Rea Devakos, P. A. Thießen, Gabriela Mircea
2008· article· en· Elpub digital library· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A TINI Development Environment for Eclipse
Dwight Deugo
2006· article· en· Proceedings of the Annual Conference of the IEEE Industrial Electronics Society· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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