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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 System Performance and Reliability
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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.

1,099 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.
1,099 works in the cohort · of 4,299,418page 5 of 22

Labels cover 1 of 1,099 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 1,099 of 1,099 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Regression Test Selection for Database Applications
2004· book-chapter· en· Advances in database research (ADR) book series/Advances in database research series· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow+sts
16
citations
affunlabeled
Scalable adaptive web services
2008· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Software Performance Modeling
2012· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affunlabeled
Fine-Grained Test Minimization
2018· paratext· en· EasyChair preprint· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Advanced empirical testing
2010· article· en· Knowledge-Based Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
afffundno abstractunlabeled
The sense of logging in the Linux kernel
2022· article· en· Empirical Software Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
Navigating the DevOps landscape
2025· article· en· Journal of Systems and Software· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Path-Aware Time-Triggered Runtime Verification
2013· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations

How this was built: Screen · Findings · About