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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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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 19 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.

affunlabeled
Software Experts Summit 2013 Advertisement
James A. Whittaker, Wolfram Schulte, J. G. R. Howie, Ayşe Bener, Jeromy Carrière, Paul Zikopoulos
2013· article· en· IEEE Computer Graphics and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Software Experts Summit 2013 Advertisement
James A. Whittaker, Wolfram Schulte, J. G. R. Howie, Ayşe Bener, Jeromy Carrière, Paul Zikopoulos
2013· article· en· Computer· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Requirements elicitation (ReqElic) in my company
Luisa Mich, Victoria Sakhnini, Daniel M. Berry
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
REConnect: Participatory RE that Matters
Daniela Damian, Bachan Ghimire, Ze Shi Li
2025· preprint· en· ArXiv.org· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· en· Global Biodiversity Information Facility· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction to the REFSQ 2011 special issue
Daniel M. Berry, Xavier Franch
2012· article· en· Requirements Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Issue Information
2022· paratext· en· Software Practice and Experience· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Impact of Covid-19 on Agile Software Development
Ayesha Anees Zaveri, Juliana Rosmidah Jaafar, Eiad Yafi, Sarama Shehmir
2024· book-chapter· en· CSR, sustainability, ethics & governance· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
0
citations
affunlabeled
Topic Outlines, a tool to focus report writing
Lucy Burns, Milagros Sánchez, Manuelle Beaudry‐Sylvestre, Andrea S. Gigeroff, Hilary A. R. Mann, Raphaël R McDonald +1 more
2022· article· en· Advances in Biology Laboratory Education· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Building an Emphatic AI Coach & Agent
Dev Vora, Dev Shah, Tanish Roy, Mehtab Cheema, Saadullah Shahzad
2025· article· en· Journal of Computing Data and Exploration· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Long-term Productivity for Long-term Impact
Spencer Smith, Jacques Carette
2020· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
New trends in HCI research and development: A cautionary tale
Hélène Fournier
2018· article· en· E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Tale of Two Agile Requirements Engineering Practices
Pankaj Kamthan, Terrill Fancott
2018· book-chapter· en· Advances in computer and electrical engineering book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Software Security Engineering
Mohammad Zulkernine, Sheikh Iqbal Ahamed
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About