Pith. sign in

Paper Citation Record · LEDGER

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study)

As of 16 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.22880.

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

pith.paper-citation-record.v1
2607.22880 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:31:40.420891Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

59 of 59 outbound references displayed

  • verified exact4
  • verified fuzzy2
  • unresolved50
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3774c7c-71e8-45ba-9a28-b4c7fe6ece04 · outbound

This paper cites CodeCover.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) CodeCover

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:31:42.270010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.188190Z digest=sha256:8bacea623b270386b1b6110ddb39df110f2319349e9a2a64f03c5d88c4d917f0

Observation 5d627e40-f342-4aa5-a08f-4d6a30c2a19e · outbound

This paper cites Test Wars: A Comparative Study of SBST, Symbolic Execution, and LLM-Based Approaches to Unit Test Generation.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Test Wars: A Comparative Study of SBST, Symbolic Execution, and LLM-Based Approaches to Unit Test Generation

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:31:40.649139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.194158Z digest=sha256:ad8951633968945629184795098866be076e7d1894783893e5065b7df7572f91

Observation 60aa58b9-0628-40b3-b56c-baf830e4446a · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.198700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.198700Z digest=sha256:bb80445fcb6be9682a3e565fb2d9095caa4f1d97f4438db81781c00977b7b7a6

Observation 3416ec97-8745-4ad3-ab9b-ce25c669cb32 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.202462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.202462Z digest=sha256:b35395d8ae86713a287f6294e7182e4dd667cde1d5df882f163171e077965bf8

Observation 30a8b575-9fdb-45f2-b7b8-a31abd07f37d · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.259960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.206364Z digest=sha256:88d8fb14a9c3a6f8995b7465cb525dd9aae1eabaa1c4d6b6c282d53b0af25076

Observation 6bd6f1e9-8ca7-4f45-a5b9-9cc0622bddee · outbound

This paper cites Program Synthesis with Large Language Models.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Program Synthesis with Large Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.210311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.210311Z digest=sha256:d7b66024c5aa081e45e2744cdcb95c4f307e138e47cf1ab266e595ba5fc71bb5

Observation 31c39ec5-0c90-492a-bc16-9c4e394d049e · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.214997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.214997Z digest=sha256:48970c9873571e0077d14e4959fde0972859d719a98001ea75973ff339ef4da6

Observation f86d9a17-3878-427f-a804-9f23d6c5ca70 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.218667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.218667Z digest=sha256:f5cf63b4ca087d5fa10e15a34f79960b0c7f8c2711c0ad7ed64bbd7834588159

Observation e11f3c8e-a258-4456-b289-0f1e6be0423e · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.222429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.222429Z digest=sha256:15a8330fe1779cf61910ee7913bd37dc034c2e94f62ed4222a8f95a724bac345

Observation 75471c7a-e072-40bd-9bba-582112b6fbba · outbound

This paper cites Carver, Natalia Juristo, Maria Teresa Baldassarre, and Sira Vegas.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Carver, Natalia Juristo, Maria Teresa Baldassarre, and Sira Vegas

Reference 10

Resolution
verified exact
doi, observed 2026-08-15T15:31:40.617851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.226187Z digest=sha256:bba31d4af2568828b0b2da0d0d8e045f5d1bacfedbe4a147c0799ccb70dfaf3a

Observation b52cc9d6-143b-414e-af13-16f3466c2c48 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Evaluating Large Language Models Trained on Code

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.230316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.230316Z digest=sha256:c3e19940ec440b9f8ad09d31f6c170c6c86ab7992714972501faed2fa8e5f049

Observation e86f442a-eb10-46ec-aef7-2213f9b1fb82 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.234593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.234593Z digest=sha256:7d2aed94e441aee38645dad1bcfa9d571ff86498487d94be957dbefb645531f2

Observation 349bd481-b50b-42f1-84da-da9d08aeae25 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.238451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.238451Z digest=sha256:c8b406bf3770c7d41a36b04ebba047c9accb86dfa667bdaab8bb6ca1fbc6efa1

Observation bae9b54e-c611-40d9-945b-d969506b3dca · outbound

This paper cites Desmarais.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Desmarais

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.242024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.242024Z digest=sha256:f7b628138d4224d655781f26cd3de658c6e0591af786af1ef3d4f0b45acf6dd5

Observation 87146827-eab1-44d6-a92c-dc60bf32144b · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.245712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.245712Z digest=sha256:483c28660614e52f2734e7af1c1dcf073db80478c388123f6852324b1f4b243b

Observation 0bfcb766-fffa-4c6b-bc04-cd4cbdef0f2e · outbound

This paper cites DeepSeek-V3 Technical Report.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) DeepSeek-V3 Technical Report

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.250644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.250644Z digest=sha256:d4f8d882058f574c75a40069e02c5bfec8d67ba70d31b9ed8620b550212a9d18

Observation ba8ca553-b5cc-4838-839b-9d3aa4aa4adf · outbound

This paper cites Frankl and Oleg Iakounenko.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Frankl and Oleg Iakounenko

Reference 17

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T15:31:41.705831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.254778Z digest=sha256:e8420215c4a144e0df5e985ceeff0f141808fcb272d9605dd067d20351796d36

Observation c6e166cb-33c1-45f0-85c3-a6b6f6cd8651 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.258988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.258988Z digest=sha256:5de5f1b6a03ed182133d8b6c760b37cf754e33b4cb60d83528b8e5f19f5380f5

Observation 7c61e1c6-ea79-4b31-9d85-617d1bdc3636 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.267797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.267797Z digest=sha256:8cf0837e1ef7e6aa4a9975ba4e63364b76e3a3524734a191c561ff3da8621f49

Observation 4eef368e-0f03-4622-adf9-5f4bd24069c3 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.248854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.271300Z digest=sha256:c638967f52b09a4deb3a0cff30bee8d7af75d0cb9e806f52ecac2bc5d586ad2b

Observation 49b62195-0ae5-4041-b267-e7a6e0670344 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.237418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.274605Z digest=sha256:702e2f99386ec2914782885c6973bfa7b1e7ef32811ee8b4ece607c54e39f4af

Observation ffa0e27f-4020-4746-b094-82544a2428c1 · outbound

This paper cites Guilford.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Guilford

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:31:42.226430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.278190Z digest=sha256:f1074ef04f48f1b26f30dc319c660b519b0562cfddeed91d30247036785984aa

Observation 4cd30ce4-60a6-4f1a-97a6-e29f75e9329c · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.282011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.282011Z digest=sha256:b780dc1337ba6f444fd701704c5857ef574697153e242d6bc0a86f61a8bad3e8

Observation c40b0cb7-31ab-43cb-994b-a1ad62c70501 · outbound

This paper cites Hayhurst and Dan S.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Hayhurst and Dan S

Reference 25

Resolution
verified exact
doi, observed 2026-08-15T15:31:40.570295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.285419Z digest=sha256:fe2b5f7452a17bcfba7adce0b564d59ec94e54ba76ef24c9db164264ef07a1ed

Observation 83579d4c-9be5-47d9-8cec-0338766905da · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Measuring Coding Challenge Competence With APPS

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.289786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.289786Z digest=sha256:f8b7f6c43d4cee7fb9d27e71930b0b2df674844dfcd265b7b694046ef72e8f0d

Observation e3b004b7-bcea-4710-a1e9-b2f23d186d5e · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.294426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.294426Z digest=sha256:0b317279490a0040f5ec3b71b0686221bad8d8fe0e138df1a0d3272fe656fa48

Observation a86b1350-7e76-46b2-a36e-a5bedd802d79 · outbound

This paper cites Measuring the Influence of Incorrect Code on Test Generation.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Measuring the Influence of Incorrect Code on Test Generation

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.301819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.301819Z digest=sha256:fc6f21a9e28806157bf33b77ca842ff2f15df374c2bec3ee69aa0609b3cf5f56

Observation b08abd26-15d9-4da4-9627-da16364f2ba5 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.305628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.305628Z digest=sha256:ccafbcbed1a257ae781a264ed46a83d4e4a0cc52bd3b48827fc594f97c366ea9

Observation 1398bc8e-2c83-4efc-864b-398212dfb026 · outbound

This paper cites TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.309481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.309481Z digest=sha256:7ffae1b387a4ec3c44315e0098f89ab1fded23565e8033761384c9b7183c5f16

Observation 09584bc2-32a1-4a25-ad9a-02c66f9f4085 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.313403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.313403Z digest=sha256:1748b2b11a37fc17cd6295f001e7e45fbcae5b558045ad70509662d694696f5f

Observation f5eb747f-2596-4cba-bfd4-a67e67964015 · outbound

This paper cites Jorgensen.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Jorgensen

Reference 33

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T15:31:42.214977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.317166Z digest=sha256:111bc59c2a89a6233845124e9cce6dde75ec82695d02e38374f3f425443f4558

Observation 3b7cc701-b281-48af-91de-b0d4928adbc9 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 34

Resolution
malformed identifier
no resolver link, observed 2026-08-15T15:31:40.320682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.320682Z digest=sha256:a159a152f0798212a1292c2a2db761cea6c71276c652610caca68f3acfab9da8

Observation 67a24f38-90ac-4b1c-b7dd-f143f25bb92c · outbound

This paper cites Ernst, Reid Holmes, and Gordon Fraser.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Ernst, Reid Holmes, and Gordon Fraser

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.324490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.324490Z digest=sha256:25aefcdd5c016ada1e363a7d750fe7e3d87d00e6b0528f8a7be7cb2f08f1dc1f

Observation 889c739d-f1c2-41d8-a9c1-0380bff3e45e · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.328421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.328421Z digest=sha256:23ba7e1e08b41782dd6037c31a600987841c3ec79ab29f6f436c923c48bdbca7

Observation c8e3f6c8-8c88-49a4-b108-0b9ad9bce4b4 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.203836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.332147Z digest=sha256:a837488e740fabe2d9aae4130c25fa2a34ec1d9e0eb49c8ba6f66f6beb87da7e

Observation 0f33adba-3a99-4be1-8e9a-6653ff8d7417 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.191132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.335791Z digest=sha256:634f24e7e9151929acfa89d188e9fbdb81b92b66527d6fc8186e10383e4f2e9d

Observation 37eaa4e5-3cc7-470d-ba2d-1adda0894593 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.339367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.339367Z digest=sha256:050c0e68537ea2fea73a4b55749cf5ac6ea61a8b0c8035053c8601d8aef5cac2

Observation 10e343c7-f1c8-49f7-888f-f68259340f2d · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.342936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.342936Z digest=sha256:d3e2b23ec6188bd045ed96a7f6b5448f980637754d7c8b4a4b260c28e7a37f28

Observation 4836b645-3322-4ecf-8843-00a7f54eaa44 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.180005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.346729Z digest=sha256:586b8da6b272fa52e947e1cfeb316c2e2a2cfae02145308fe886a318a0302d19

Observation 18911a73-966a-44ef-8117-6aa87c7a2f93 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.168991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.350464Z digest=sha256:78a47b1d8fa167f32c96ac439d0e81cb0a805ca993bb2cac90a19f282b08a36d

Observation 11d529b3-3cea-4ebe-ae44-1aa5148fc5d5 · outbound

This paper cites Hellendoorn.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Hellendoorn

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.354273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.354273Z digest=sha256:9fe8280716eef1b881c3a72f3738b828cf900e4b38440fc5c6d4cbee6aa7141d

Observation 24c53e41-ba62-469e-bbe9-b7a8f5cbac0a · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.357918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.357918Z digest=sha256:6c52f7b6c38495d20fbe0377e4043a0029af14b61a02b8e0d6e9fff0487c721e

Observation fe62bec9-888c-48bd-87c6-262cf7f131ed · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.361611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.361611Z digest=sha256:4f7e3e575a3fd7d1178f3f691129c4e51bf7890e98bb79dcf2c6b05027f69696

Observation a4ca250f-ce72-483d-8839-23b0122380b0 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.364941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.364941Z digest=sha256:b8c683f1482fd2a2a6329cdae03f9501ec8da8ad29e6d4f0d3013a634753463a

Observation 320ad5a2-1cf5-40da-9c5f-db1dafa04451 · outbound

This paper cites Shull, Jeffrey C.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Shull, Jeffrey C

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.368641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.368641Z digest=sha256:94d2b645e334c2f90271268d342551eae5c8bd3297b689b00a371565fd22cc6a

Observation 56d978a9-e54b-46b0-ae02-0111446bc519 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.372338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.372338Z digest=sha256:1c9cbf311cb63111298ac365f84978e75fdd0afecc65db3d4887320ffd92468e

Observation 18dd2327-0cba-42ab-99cd-0f5d33c0d911 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.375982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.375982Z digest=sha256:33bd3b96004224b851842c5c3266d24a29d7003ba8896ecb2cd2c70ae7c5376d

Observation baf4841c-a3d0-4458-ba5f-adbe49534091 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.379410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.379410Z digest=sha256:45c35174489700760a2e101b294975bfbc2449e3960e3ea88e7524b2ad153fdc

Observation f2f4ae8f-cadd-4194-a745-3f4420ef8f00 · outbound

This paper cites Unit Test Case Generation with Transformers and Focal Context.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unit Test Case Generation with Transformers and Focal Context

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.383193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.383193Z digest=sha256:1e839cc5c7b794f79c04b4a1138c6d2c84a6488b1916d2f52f59eac8b1aa457a

Observation 492cdeb6-b952-44bd-96c3-7a742c04168c · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.388012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.388012Z digest=sha256:47a14f322dab527352f51eba8329e843ae86b470acc4a7a89fcc432a0d72cfe8

Observation 2826801e-e1f3-42c7-8fc0-3377e1100de7 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.392025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.392025Z digest=sha256:6c5f28ffa08fc02a4ef0df4c0c7c0837b41348a5d6ebba334f31795547201d6c

Observation 3efb693e-cdb9-43e6-bacb-4652e83b429e · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.395427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.395427Z digest=sha256:a83103301b850046fa2ee2bd715a8455ae9fe4155c9176c076118320ccec86f6

Observation 2e268e1c-06e3-464d-9a9c-8c34c50de5cc · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.158309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.398883Z digest=sha256:920c73531e61b9c3422c4afb35b891cf4f42bbbc712059726e34539ce281f47c

Observation cc3c0120-0f92-4191-82ba-7fd1fa739aeb · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:31:42.146716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.402294Z digest=sha256:094eccd0ff283c328d73fba19a059d9411e827d97d75df87bd753ccfd1d015db

Observation e781eb0d-a9b5-4ff2-bf7a-89b63bcb7f7c · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.405907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.405907Z digest=sha256:bc27267edc550485072ab3399960cad5d0fb1b10797734fced01c2c8b4f9d8ab

Observation 8daea706-003f-42fc-ace1-19e702f0f906 · outbound

This paper cites an unresolved cited work.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.409490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.409490Z digest=sha256:26d2b8cf06be13d35a7f6f28fa8f480dadd6e4917b30fda83c391ea39add0ffa

Observation 5b341ce7-8c67-47f8-aac0-b974336d1cc2 · outbound

This paper cites Large Language Models for Unit Testing: A Systematic Literature Review.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Large Language Models for Unit Testing: A Systematic Literature Review

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.413422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.413422Z digest=sha256:cee235f18a2ec3b105a98eeef28e3664a529889fdcbe81605768d949fe285af1

Observation f8335f12-4e0a-4900-b0a6-95a4163b995b · outbound

This paper cites TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T15:31:40.417126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:31:40.417126Z digest=sha256:cb0cef5cd260df8d0f805be6089ef6682e364f6ee0d060796819e64814a108ff

Observation c7fc8f5e-182d-4582-ab79-75c1b459b783 · outbound

This paper cites Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate With Their Effectiveness? (Replicability Study).

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate With Their Effectiveness? (Replicability Study)

Reference 61

Resolution
verified exact
doi, observed 2026-08-15T15:31:40.454779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.420891Z digest=sha256:6a61a9c4fccfa237e4063a79767fcd2d976738e38529f5d674eb342dee177c8a

Pith citing papers

No inbound Pith citation observations are available.