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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 Techniques and Practices
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,138 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.
1,138 works in the cohort · of 4,299,418page 17 of 23

Labels cover 1 of 1,138 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 1,138 of 1,138 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
A whole new kind of engineering
L. B. S. Raccoon
2000· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
New software engineering faculty symposium
L. Osterweil, G. Silberman, K. Wong
2001· article· en· Proceedings of the 23rd International Conference on Software Engineering. ICSE 2001· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Hypomma fulvum
2021· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Aplicando a Experimentação na Engenharia de Requisitos: O Caso do Método ERi*c
Antônio de Pádua Albuquerque Oliveira, Julio César Sampaio do Prado Leite, Luiz Marcio Cysneiros
2013· article· pt· Cadernos do IME - Série Informática· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
The failure gap.
Lauren Eskreis-Winkler, Kaitlin Woolley, Min-Hee Kim, Eliana Polimeni
2025· article· en· Journal of Personality and Social Psychology· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Wiki for Agility
Pankaj Kamthan
2014· book-chapter· en· Advances in systems analysis, software engineering, and high performance computing book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Wiki for Agility
Pankaj Kamthan
2018· book-chapter· en· Intelligent Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Finding the art in systems conversions, naming
Doug Meil, Mario Antoine Aoun
2021· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
0
citations
affunlabeled
1.4.1 Teaching Old Dogs New Tricks
Robert A. Bardo, Phillip Brown
2004· article· en· INCOSE International Symposium· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Wiki for Agility
Pankaj Kamthan
2017· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
How Might You Purchase: Nervovive USA, CA, UK, AU, NZ, IE
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Using Wiki for Agile Software Development
Pankaj Kamthan, Nazlie Shahmir
2014· book-chapter· en· Advances in information quality and management· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ACM SIGSOFT FSE 2014 Conference Summary
Shing-Chi Cheung, Alessandro Orso, Margaret‐Anne Storey
2015· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
0
citations
affunlabeled
On The Importance of Being Able to Hold a Stake
Richard Beasley, Andy Pickard, James Nolan, Sarah Sheard
2025· article· en· INCOSE International Symposium· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
P-PLE: Practical Product Line Qualification
Andrew Hamilton
2021· article· en· SPE Thermal Well Integrity and Design Symposium· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Michèle Baussant
2014· other· fr· OpenEdition (OpenEdition)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
An Inception in Practice
Julia Naomi Rosenfield Boeira
2023· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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