Paper Citation Record · LEDGER

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates?

As of 19 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 2 inbound Pith citation observations for arXiv:2502.08050.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.08050 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:05:01.517752Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:12:17.978571Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T09:01:26.144848Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy28
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be0a024f-3692-4939-94c6-a58a44661109 · outbound

This paper cites Identifying, categorizing and mitigating threats to validity in software engineering secondary studies,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Identifying, categorizing and mitigating threats to validity in software engineering secondary studies,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.910286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 71957670-5a99-4b96-8c91-613ed74e8735 · outbound

This paper cites Artifacts: Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates?.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Artifacts: Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates?

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-08T11:05:01.412415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9774701-1ccf-4317-a36d-d40f8f6878d7 · outbound

This paper cites Formalizing a systematic review updating process,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Formalizing a systematic review updating process,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.897491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f113649e-caaa-41a6-90ba-8c896a4324bb · outbound

This paper cites Externalising tacit knowledge of the system- atic review process,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Externalising tacit knowledge of the system- atic review process,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.883878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e2aba04-8d97-4c02-a975-6d42d9d336c8 · outbound

This paper cites Using forward snowballing to update systematic reviews in software engineering,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Using forward snowballing to update systematic reviews in software engineering,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.870687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 750426ad-6feb-4089-883f-6f6e97febe48 · outbound

This paper cites Knowledge management for promoting update of systematic literature reviews: An experience report,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Knowledge management for promoting update of systematic literature reviews: An experience report,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.857569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7383c2c-e1b1-4717-ba62-84420c0aa6e5 · outbound

This paper cites Chatgpt application in systematic literature reviews in software engineering: an evaluation of its accuracy to support the selection ac- tivity,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Chatgpt application in systematic literature reviews in software engineering: an evaluation of its accuracy to support the selection ac- tivity,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.845731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f7995195-ef6a-408e-93f6-34404337b118 · outbound

This paper cites A visual analysis approach to update systematic reviews,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? A visual analysis approach to update systematic reviews,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.833397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 361c2eca-f9d6-440c-99ce-33ad3e8ab6be · outbound

This paper cites An experience report on update of systematic literature reviews,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? An experience report on update of systematic literature reviews,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.821177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2bedf3c7-789a-4ff1-bebe-8adef0dfd4c0 · outbound

This paper cites Procedures for performing systematic reviews,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Procedures for performing systematic reviews,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.808902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1c769439-e084-440a-87d7-19ed62e3278e · outbound

This paper cites Kitchenham, D.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Kitchenham, D

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.796137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6e4088fb-526f-4d74-8ec6-72c9252acddc · outbound

This paper cites When to update systematic literature reviews in software engineering,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? When to update systematic literature reviews in software engineering,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.783593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64fff24e-6471-4e39-9a3b-f029ab03b095 · outbound

This paper cites Automated support for searching and selecting evidence in software engineering: A cross- domain systematic mapping,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Automated support for searching and selecting evidence in software engineering: A cross- domain systematic mapping,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.771184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5fbf406d-a6f3-4a8d-9f78-c04d80eb6b3b · outbound

This paper cites Establishing a search string to detect secondary studies in software engineering,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Establishing a search string to detect secondary studies in software engineering,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.758380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ef364cc7-7fe7-43d8-9cf3-f073324588a5 · outbound

This paper cites Emerging results on automated support for searching and selecting evidence for systematic literature review updates,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Emerging results on automated support for searching and selecting evidence for systematic literature review updates,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.745531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5988a431-b696-4f5e-8b4b-8f0dc4d76162 · outbound

This paper cites Natural Language Toolkit,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Natural Language Toolkit,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.732920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e8440dc5-e07e-4a48-9765-bc452488342c · outbound

This paper cites Feature selection methods for text classification: a systematic literature review,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Feature selection methods for text classification: a systematic literature review,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.720213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a0fc49fc-1179-48d0-bd6d-289704076785 · outbound

This paper cites Runeson, M.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Runeson, M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.707178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2169133c-7f06-481f-8669-08db8c17d7ba · outbound

This paper cites Sklearn Feature Selection ANOV A F,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Sklearn Feature Selection ANOV A F,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.694501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56517cbd-163c-4e4f-be75-3b55b8dc9d2f · outbound

This paper cites Sklearn Feature Selection Chi2,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Sklearn Feature Selection Chi2,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.681128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4b6bf0d1-ec1f-4353-8e1d-2d2ef26864e5 · outbound

This paper cites Sklearn Feature Selection Pearson’s r,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Sklearn Feature Selection Pearson’s r,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.669079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a05d5f2-cf21-4da9-af68-a6e0f663b63d · outbound

This paper cites A holistic overview of software engineering research strategies,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? A holistic overview of software engineering research strategies,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.656953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c3620461-1b28-4b46-94ab-ac38ab574a32 · outbound

This paper cites Reducing efforts of software engineering systematic literature reviews updates using text classification,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Reducing efforts of software engineering systematic literature reviews updates using text classification,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.644750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c1026610-cfbc-454d-a492-8d9e9be31c59 · outbound

This paper cites A snowballing procedure for systematic literature studies and a replication,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? A snowballing procedure for systematic literature studies and a replication,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.631267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b4db137d-2133-48a4-9f4e-a507a18de6a3 · outbound

This paper cites Suc- cessful combination of database search and snowballing for identification of primary studies in systematic literature studies,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Suc- cessful combination of database search and snowballing for identification of primary studies in systematic literature studies,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.616073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6a2bbc6d-9c2c-4672-9830-9b2dfe7a0b2e · outbound

This paper cites Guidelines for the search strategy to update systematic literature reviews in software engineering,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Guidelines for the search strategy to update systematic literature reviews in software engineering,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.602450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5aacbbc3-1aa2-4208-bc40-3cc70dc51b96 · outbound

This paper cites Is it a case study? a critical analysis and guidance,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Is it a case study? a critical analysis and guidance,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.588949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2df0ebbb-60af-4f6f-b1d9-034c47c6bc86 · outbound

This paper cites Empirical research in software engineering — a literature survey,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Empirical research in software engineering — a literature survey,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.575669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52232d0a-be97-40b7-906a-b10858160338 · outbound

This paper cites Quality assessment of systematic reviews in software engineering: A tertiary study,.

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates? Quality assessment of systematic reviews in software engineering: A tertiary study,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:05:01.561677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 02b6b845-29cb-489e-a079-f1edacf15d93 · inbound

A Methodological Framework for LLM-Based Mining of Software Repositories cites this paper.

A Methodological Framework for LLM-Based Mining of Software Repositories Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T05:12:17.978571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71481538-3bf9-446f-b160-886661c37cc4 · inbound

Beyond Accuracy: LLM Variability in Evidence Screening for Software Engineering SLRs cites this paper.

Beyond Accuracy: LLM Variability in Evidence Screening for Software Engineering SLRs Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates?

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:01:26.146910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.