Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T13:54:24.140028Z
Paper Citation Record · LEDGER
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub
As of 15 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2501.15922.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
24 of 24 outbound references displayed
- verified exact0
- verified fuzzy18
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 339532a6-511d-4c93-a819-6284dd8da575 · outbound
This paper cites A systematic literature review on the barriers faced by newcomers to open source software projects,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub A systematic literature review on the barriers faced by newcomers to open source software projects,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.462724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0f1c8e3e-c3ec-4b58-bb6a-00f4a76e23df · outbound
This paper cites How to choose a task? mismatches in perspectives of newcomers and existing contributors,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub How to choose a task? mismatches in perspectives of newcomers and existing contributors,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.447630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 37a5738d-8acc-40f8-bbde-f521fd205264 · outbound
This paper cites Tell me who are you talking to and i will tell you what issues need your skills,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Tell me who are you talking to and i will tell you what issues need your skills,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.434336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8bd1e509-e6fb-41d1-8b13-17b68ad6f5dc · outbound
This paper cites Tag that issue: Applying api-domain labels in issue tracking systems,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Tag that issue: Applying api-domain labels in issue tracking systems,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.421791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ba5d60db-6115-4f52-93e3-a501ab0b16db · outbound
This paper cites Givemelabeledissues: An open source issue recommen- dation system,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Givemelabeledissues: An open source issue recommen- dation system,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.409084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1917c2c7-6bb3-4c96-9864-e1ff6d0d8110 · outbound
This paper cites Can i solve it? identifying apis required to complete oss tasks,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Can i solve it? identifying apis required to complete oss tasks,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.396767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5e4326f3-d9af-4c8d-a32a-521d1e2cc6f6 · outbound
This paper cites Leveraging gpt-like llms to automate issue labeling,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Leveraging gpt-like llms to automate issue labeling,
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T13:54:24.069092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10978c2f-6956-43f2-9b95-978145d20986 · outbound
This paper cites Applying large language models to issue classification,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Applying large language models to issue classification,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.376985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 53056b8c-5f40-49e3-8942-eabe4fe4866e · outbound
This paper cites Can chatgpt reproduce human-generated labels? a study of social computing tasks,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Can chatgpt reproduce human-generated labels? a study of social computing tasks,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.360987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 44db1317-e750-4433-a9a2-bebe4ff659c5 · outbound
This paper cites Can large language models transform computational social science?.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Can large language models transform computational social science?
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.348786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7f8ebb67-bc84-46b2-a7f9-4bd8bf69c789 · outbound
This paper cites Language mod- els are few-shot learners,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Language mod- els are few-shot learners,
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T13:54:24.091830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33ff1a38-1434-4072-a880-d9c84386eeb4 · outbound
This paper cites Lost in the middle: How language models use long contexts,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Lost in the middle: How language models use long contexts,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.328912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0854eccd-fd8a-4227-9cdf-1b8edbe85303 · outbound
This paper cites Attracting and retaining oss contributors with a maintainer dashboard,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Attracting and retaining oss contributors with a maintainer dashboard,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.316228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dc14e4a8-7500-458f-bcaf-a04aae4b3f66 · outbound
This paper cites Ticket tagger: Machine learning driven issue classification,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Ticket tagger: Machine learning driven issue classification,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.304850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ea9d8b07-13b4-4986-9e40-3a7dd04b47e2 · outbound
This paper cites A Bug or a Suggestion? An Automatic Way to Label Issues.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub A Bug or a Suggestion? An Automatic Way to Label Issues
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T13:54:24.107308Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc06139a-617e-4150-a805-65ff3ece6094 · outbound
This paper cites How to find my task? chatbot to assist newcomers in choosing tasks in oss projects,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub How to find my task? chatbot to assist newcomers in choosing tasks in oss projects,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.291970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2009b43a-1624-47d9-83ba-6fb9e7c70ee4 · outbound
This paper cites Understanding skills for oss communities on github,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Understanding skills for oss communities on github,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.277904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9584cd58-1c8f-4d27-841a-4eba5884a052 · outbound
This paper cites One-vs-all for class imbalance learning,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub One-vs-all for class imbalance learning,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.265564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fade4b06-9266-4ac1-ad3b-dd07869fd14d · outbound
This paper cites Generative llms for synthetic data generation: Methods, challenges and the future,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Generative llms for synthetic data generation: Methods, challenges and the future,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.253406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7ee53ea6-57d1-4f77-9c1f-758ab2e69e61 · outbound
This paper cites Does Synthetic Data Make Large Language Models More Efficient?.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Does Synthetic Data Make Large Language Models More Efficient?
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T13:54:24.127936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97f99f9c-98d2-4a48-925d-e92d59ae579b · outbound
This paper cites Efficacy of Synthetic Data as a Benchmark.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Efficacy of Synthetic Data as a Benchmark
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T13:54:24.132180Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e1c6993-a5b6-41fc-95eb-66d9a36e2226 · outbound
This paper cites Performance comparison of tf-idf and word2vec models for emotion text classification,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Performance comparison of tf-idf and word2vec models for emotion text classification,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.239567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fc1740b9-d1f2-4990-b1e5-4a656548202a · outbound
This paper cites A no-regret generalization of hierarchical softmax to extreme multi-label classification,.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub A no-regret generalization of hierarchical softmax to extreme multi-label classification,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T13:54:24.227058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c7ef2014-503d-4d78-a87a-b39347b34c37 · outbound
This paper cites Can ChatGPT Reproduce Human-Generated Labels? A Study of Social Computing Tasks.
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Can ChatGPT Reproduce Human-Generated Labels? A Study of Social Computing Tasks
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T13:54:24.083121Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.