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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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Mining Software Repositories
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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.

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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.

17 results · 1 filter active ·
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20122018
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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.
17 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 17 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 17 of 17 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
A linked data platform for mining software repositories
Iman Keivanloo, Christopher Forbes, Aseel Hmood, Mostafa Erfani, Christopher Neal, George Peristerakis +1 more
2012· article· en· Mining Software Repositories· Computer Science
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Mining challenge 2012: the Android platform
Emad Shihab, Yasutaka Kamei, Pamela Bhattacharya
2012· article· en· Mining Software Repositories· Computer Science
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Do onboarding programs work
Adriaan Labuschagne, Reid Holmes
2015· article· en· Mining Software Repositories· Computer Science
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
The evolution of the social programmer
Margaret‐Anne Storey
2012· article· en· Mining Software Repositories· Computer Science
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
The Firefox temporal defect dataset
Mayy Habayeb, Andriy Miranskyy, Syed Shariyar Murtaza, Leotis Buchanan, Ayşe Bener
2015· article· en· Mining Software Repositories· Computer Science
machine prediction:candidate · noneconsensus · none
9
citations

How this was built: Screen · Findings · About