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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 Research
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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
fundfunder
venuejournal
aboutaboutness

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

3,468 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
3,468 works in the cohort · of 4,299,418page 4 of 70

Labels cover 10 of 3,468 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 3,468 of 3,468 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cyclomatic Complexity
2016· article· en· IEEE Software· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
128
citations
affunlabeled
Recommending Emergent Teams
2007· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
128
citations
affunlabeled
TODO or to bug
2008· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
124
citations
afffundunlabeled
Seeking the ground truth
2012· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
120
citations
affunlabeled
Back to the future
2003· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
119
citations
afffundno abstractunlabeled
Automated impact analysis of UML models
2005· article· en· Journal of Systems and Software· Computer Science
distilled prediction:candidate · noneconsensus · none
119
citations
affunlabeled
Awareness 2.0
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
117
citations
affno abstractunlabeled
Review participation in modern code review
2016· article· en· Empirical Software Engineering· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
116
citations

How this was built: Screen · Findings · About