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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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ACM Transactions on Programming Languages and Systems
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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.

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

Labels cover 0 of 23 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 23 of 23 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Practical extraction techniques for Java
2002· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
71
citations
afffundunlabeled
PolyTOIL
2003· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
55
citations
fundno affunlabeled
Encapsulating objects with confined types
2007· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
34
citations
afffundunlabeled
<i>Forma</i>
2007· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Obsidian
2020· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
Capturing Types
2023· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Implicit-signal monitors
2005· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Polymorphic specialization for ML
2004· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
afffundunlabeled
Focusing on Refinement Typing
2023· article· en· ACM Transactions on Programming Languages and Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About