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Paper Citation Record · LEDGER

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps

As of 22 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2606.10417.

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

pith.paper-citation-record.v1
2606.10417 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T12:46:05.332740Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

57 of 57 outbound references displayed

  • verified exact7
  • verified fuzzy0
  • unresolved48
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69856e98-c40b-4554-948f-2a6c419de7eb · outbound

This paper cites Functional program testing,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Functional program testing,

Reference 1

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:da393a9357f19f5d4cfe0f9a9aa5e893f0f733f79a2504895563c35d63c09e00

Observation 1b9471b1-b550-424e-a81e-b78f242f8781 · outbound

This paper cites Approaches to specification-based testing,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Approaches to specification-based testing,

Reference 2

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:317e35f1ec94e5696ca15cf771a73d05fe8dbc959b718d97f86b2f2528e504b7

Observation e851e617-0f54-4eaf-97f2-31baef64531b · outbound

This paper cites an unresolved cited work.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Unresolved cited work

Reference 3

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:c38e6f4d22c17a34f224b4e6331a48579246f474ffce4a52459e989c4108996a

Observation 5deadee8-6ea4-435e-9f64-2b15f03e0fc0 · outbound

This paper cites Doc2OracLL: Investigating the impact of documentation on LLM-based test oracle generation,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Doc2OracLL: Investigating the impact of documentation on LLM-based test oracle generation,

Reference 4

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:5c72d1eb0e42a46268dc28f7326554ca154ac198391ab29e68ca00124d8c6243

Observation c109ffb8-da3e-40bc-83d4-80e84098f30f · outbound

This paper cites Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation

Reference 5

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arxiv_id, observed 2026-07-03T06:17:42.125268Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:83d73b0c712286b721b0080e07078b7d317182fd3e3f9cf16d80b3209b5021cf

Observation 5434a1a9-fd26-4274-af64-24e6c1df0b81 · outbound

This paper cites Behaviourally adequate software testing,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Behaviourally adequate software testing,

Reference 6

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:0f4249aa2107c8a1788d8fbfc612b8df86dc5e9ca61ddb18126fa5974427d87e

Observation 9f976172-700a-44dc-a237-9ab5a9933a24 · outbound

This paper cites Reliability of the path analysis testing strategy,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Reliability of the path analysis testing strategy,

Reference 7

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:492fa9a1f1e4c76acf634743522f5a0472867ddac2dda3a90036c8686c634983

Observation 832a2314-4cd1-4fc0-a10f-93400d42e43c · outbound

This paper cites The design of a prototype mutation system for program testing,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps The design of a prototype mutation system for program testing,

Reference 8

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:72f59ab6c3739d91b8ee4de2cfac4f704d11eec64ff3cc53e0ec6202b96919a5

Observation b7564c5f-f57e-4d6e-9261-82dd6a2a6270 · outbound

This paper cites Software unit test coverage and adequacy,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Software unit test coverage and adequacy,

Reference 9

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:ff2ee37dbfdcebcbc98936ad6023068cb03278bf10288ceb0ba3212d6d0e2431

Observation 86ed9154-0375-4dd3-9a61-5393fce38b70 · outbound

This paper cites Mutation testing advances: an analysis and survey,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Mutation testing advances: an analysis and survey,

Reference 10

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:ed4c8d4de51a6c946657e9ac6cd1f451282d329a83af2bfb043b5950e1c18eb4

Observation 2c55eace-9654-46e9-9e6d-4107d2c0a362 · outbound

This paper cites Code coverage for suite eval- uation by developers,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Code coverage for suite eval- uation by developers,

Reference 11

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:fc75f3409b8e1c1955938fa4d0806658f0e31ba8b7db362af563bdae43a87433

Observation 5056a2db-ab5c-454d-8476-c012ebfe5fab · outbound

This paper cites Are mutants a valid substitute for real faults in software testing?.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Are mutants a valid substitute for real faults in software testing?

Reference 12

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:7c98a7f7abf76205e5ade7fd403e51c7bf3cc7f88383e40df3ab34a9c9484188

Observation e8c5f0be-14ed-465e-8d62-fedd89027b38 · outbound

This paper cites Functional testing, structural testing and code reading: What fault type do they each detect?.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Functional testing, structural testing and code reading: What fault type do they each detect?

Reference 13

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:984bacde9056129d4081f18052fd0fd257b0990c3e6e9ecd98067f87a025ce5d

Observation 44a3556d-2896-453b-9aa8-cfd5d5d1a037 · outbound

This paper cites How well do professional developers test with code coverage visualizations? an empirical study,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps How well do professional developers test with code coverage visualizations? an empirical study,

Reference 14

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:6ee280147a58725a915a1d2212729aa7f74b743454a6859087626787823faae9

Observation 8932392d-fa9c-47e8-87db-2ecb31756b6d · outbound

This paper cites Assertions are strongly correlated with test suite effectiveness,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Assertions are strongly correlated with test suite effectiveness,

Reference 15

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:f3215f5f6a0a98f16dec4fa09d18c9ae0a27bb6bb457fd35459e02db2cdfd503

Observation 49ec2acd-4bca-498f-ba82-00648a0db2dd · outbound

This paper cites Does mutation testing improve testing practices?.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Does mutation testing improve testing practices?

Reference 16

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:12c9ea9587390c4faa9545a99f0876db78ad5a7098bb050c6bff87051bd00328

Observation 451a811c-080c-432d-b7f6-11936de0017e · outbound

This paper cites Systematic mistake analysis of digital computer programs,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Systematic mistake analysis of digital computer programs,

Reference 17

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:9e8385e2dfb78124e3862b36ad9749467618a1f948eb4d772b0f2c04bbd86c33

Observation 1250ff09-e3c3-4801-9eae-c91460ea8894 · outbound

This paper cites Toward a theory of test data selection,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Toward a theory of test data selection,

Reference 18

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:4ec40d5b322b6fd91f2c103f1072bdc2932190f6be676d66be58cb24a040218c

Observation 3a1b0ed5-acee-47e6-a2a3-10ce649f0a27 · outbound

This paper cites Foundations of software testing: dependability theory,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Foundations of software testing: dependability theory,

Reference 19

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:26c9938d4cf88ffd0670f8c751db9d968fd001babfab4e3c1e04a72524351dfb

Observation 9dbc7612-9923-4507-9d91-33e3ced34f17 · outbound

This paper cites Coverage is not strongly correlated with test suite effectiveness,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Coverage is not strongly correlated with test suite effectiveness,

Reference 20

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:a3043b038a41ab5d3029d981844b4b7e3c8e9c36c3b0ff80034762a61eceb30c

Observation 186a75d0-6f5f-4a45-8a69-620fdaec1309 · outbound

This paper cites The risks of coverage-directed test case generation,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps The risks of coverage-directed test case generation,

Reference 21

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:805ff492738c64e17ef402365d155f62cde13899f7735776c956197e0971bc6e

Observation d0efaa5d-0554-412d-b555-2dc541ba51e8 · outbound

This paper cites Metamon: Finding inconsistencies be- tween program documentation and behavior using metamorphic llm queries,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Metamon: Finding inconsistencies be- tween program documentation and behavior using metamorphic llm queries,

Reference 22

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:19b408a70569b20c500ea4b8ccceca82f88112ac5699f2034bd6b2979c9ff9e3

Observation 6d757542-30bf-4815-bd9a-1459f27fd40a · outbound

This paper cites Can large language models transform natural language intent into formal method postconditions?.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Can large language models transform natural language intent into formal method postconditions?

Reference 23

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:87534d6935aa78aab5cef82e3a532db574c44f4004f576db8320d921d81dd09e

Observation bc681216-7134-4e67-8183-2e6336f0fc6f · outbound

This paper cites EvoSuite: Automatic test suite generation for object-oriented software,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps EvoSuite: Automatic test suite generation for object-oriented software,

Reference 24

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:7b267f9079ef8d132f5a60c8d9b82a1ad3ba863cd5850a0f1fead4aa9e7f0d09

Observation 962bdbd1-ccc8-4c83-92d5-9d354fd67f6f · outbound

This paper cites Aster: Natural and multi-language unit test generation with llms,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Aster: Natural and multi-language unit test generation with llms,

Reference 25

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:ab147b26a71fa1a39f583ace03f9ef62997dfb0a5fd330fc92078cc9a915e14b

Observation ff9a4332-1f33-48b8-8f8a-8594f96f7d3c · outbound

This paper cites Is mutation an appropriate tool for testing experiments?.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Is mutation an appropriate tool for testing experiments?

Reference 26

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:9fc10f9b14d0d5c4383f33672d7b01324d143ac997409d32fa483d629c32f0a3

Observation 618038f1-ec7d-47f0-8157-03cdab3e10e7 · outbound

This paper cites Checked coverage: an indicator for oracle quality,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Checked coverage: an indicator for oracle quality,

Reference 27

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doi, observed 2026-06-27T12:50:56.058311Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:1bbdde0ec94b6f278a6f8de26f2123a3ace4993c52a0b41f9982e6460cfd0c58

Observation 571d9e7c-fcd7-47a5-a3d3-a97916b7182e · outbound

This paper cites A compre- hensive study of pseudo-tested methods,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps A compre- hensive study of pseudo-tested methods,

Reference 28

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:1363c9903e9caba3a8d5e4f5fa2e78a89a14757e9fddb4158cccdc39e112b27d

Observation 38f47537-ed05-4745-a80b-d769ac17457e · outbound

This paper cites Where tests fall short: empirically analyzing oracle gaps in covered code,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Where tests fall short: empirically analyzing oracle gaps in covered code,

Reference 29

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:679129df1ef441d9f20fbe2b6104c41d0b38b0d047da4d65a50d117f568e28ba

Observation 8381f91d-c4bb-41e3-80cb-d14d6c39ed4a · outbound

This paper cites Automatically gen- erating test cases for safety-critical software via symbolic execution,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Automatically gen- erating test cases for safety-critical software via symbolic execution,

Reference 30

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:21dc60883106fd3a8af688384e0f50caef9469770096e172d63d4ac8e5e7edb4

Observation 64a8201d-b313-4c96-b3bf-32d758a3cb38 · outbound

This paper cites Call me maybe: Using NLP to automatically generate unit test cases respecting temporal con- straints,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Call me maybe: Using NLP to automatically generate unit test cases respecting temporal con- straints,

Reference 31

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:f48429f40bb1c967128b84c7d641fbf2ac1987926f83fa25be45f9081ee1bfbf

Observation f5f2f8df-b70f-497b-bc89-c55bfee63eff · outbound

This paper cites Nanofuzz: A usable tool for automatic test generation,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Nanofuzz: A usable tool for automatic test generation,

Reference 32

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:16eba01119d784d4d829413af465d5e545e76885563e24e397dbda390244580b

Observation 693dd1eb-6778-4e8f-9115-ded983883b30 · outbound

This paper cites 1114–1126.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps 1114–1126

Reference 33

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malformed identifier
arxiv_id, observed 2026-07-03T06:17:42.157616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:62ac962b7bd6847245891a26498372b1d759c78457a84ff92274c1f3260a0ef5

Observation 2e216a49-b5ed-4ad2-89eb-8fa12a4faba1 · outbound

This paper cites Feedback-directed random test generation,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Feedback-directed random test generation,

Reference 34

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:5ae52459f38a21d854e56be3d9dfbc437f92698b006ef73c25890faa61c98a2b

Observation f30692a4-693b-4fca-8a6c-f32aa523c909 · outbound

This paper cites Chatunitest: A framework for llm-based test generation,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Chatunitest: A framework for llm-based test generation,

Reference 35

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:4e6b18c409393b52707802f33ab2ad3599fdd65167550b8f33bace711795f4a6

Observation 752e052d-bcb2-4b32-a335-52d6d7aec195 · outbound

This paper cites Automatic generation of oracles for exceptional behaviors,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Automatic generation of oracles for exceptional behaviors,

Reference 36

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source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:3d57ae56a2b2c09dbcbf6867bfe3a6a7380570d792942adb0263b11d7c781cdb

Observation d3c3ac90-01ea-447b-9341-48e1762079c8 · outbound

This paper cites Translating code comments to procedure spec- ifications,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Translating code comments to procedure spec- ifications,

Reference 37

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:4fd8189104232377b9b04c8f0ac23405522a5c414a48e14faf17e974fe9fcf90

Observation bf0dd2cd-aa89-49a3-bca1-ac90e08738fa · outbound

This paper cites Automated Test Generation from Program Documentation Encoded in Code Comments.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Automated Test Generation from Program Documentation Encoded in Code Comments

Reference 38

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arxiv_id, observed 2026-07-03T06:17:42.152518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:1912d64adaa1f390572eef1d582d29fa1d17cfb9358020f12f15cbafe4b270b8

Observation 5b39c486-f7fc-4769-8cb5-ee31d9d107d1 · outbound

This paper cites A framework for creating non-regressive test cases via branch consistency analysis driven by descriptions,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps A framework for creating non-regressive test cases via branch consistency analysis driven by descriptions,

Reference 39

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arxiv_id, observed 2026-07-03T06:17:42.156458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:e744d3130230c2d8bfb5f2eab1032f5e47d9af6b98645d6316103dd053584699

Observation 52ee9368-d91e-4ca7-b4f1-0b2093b58ccb · outbound

This paper cites DocPrism: Multi-lingual Detection of Incorrectness Inconsistencies between Code and Documentation.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps DocPrism: Multi-lingual Detection of Incorrectness Inconsistencies between Code and Documentation

Reference 40

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arxiv_id, observed 2026-07-31T01:08:52.634113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:623db9e1d653952868d367b1111c7728c41243e1a68812fc0669da0960304752

Observation 99ee3339-689a-48de-88b2-b87cf3968164 · outbound

This paper cites Natural language generation and understanding of big code for ai-assisted programming: A review,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Natural language generation and understanding of big code for ai-assisted programming: A review,

Reference 41

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unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:840096fb533f127f814e9489ea2a0ca6c6d84ae26f22968656fe0eae36a5b55e

Observation 1ef0a625-da33-44e2-94bf-0b7b68c9d606 · outbound

This paper cites Communicating study design trade-offs in software engineering,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Communicating study design trade-offs in software engineering,

Reference 42

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unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:8f21eb086ab012a04df650ac82e3bef55b382ba5b45d0afe8163fd5b57713a56

Observation dc816bb5-2a82-4ce6-94f6-286bf92a32a9 · outbound

This paper cites Qwen3 Technical Report.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Qwen3 Technical Report

Reference 43

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local_arxiv, observed 2026-07-03T06:17:42.128752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:bbbad262810c6296450808ae99a8777154ab0264652f12c058806269fd11ed09

Observation 8ace8e99-794b-4662-958f-75e1930793dd · outbound

This paper cites Defects4J: A database of existing faults to enable controlled testing studies for java programs,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Defects4J: A database of existing faults to enable controlled testing studies for java programs,

Reference 44

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unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:5cd50b77d53fd3190a47a3652f30516f55c206668908fd96aaadd2da4511b5c5

Observation 1510b7b9-beae-4b39-acf6-860855e9b9aa · outbound

This paper cites JaCoCo Java Code Coverage Li- brary,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps JaCoCo Java Code Coverage Li- brary,

Reference 45

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unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:ce44ecdd5ae91507bced44d014e4318018ed80f260606549c89efc91c2b523fe

Observation 4a19cfab-aa91-4b22-980a-60f5674fa711 · outbound

This paper cites PIT: Mutation Testing for Java,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps PIT: Mutation Testing for Java,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:d67efbd1e2bfed7e76c9f2c48a273655ab059308e96aa1a726119c3009dfdeb7

Observation 5b7686e2-e9f2-4d84-8345-5949ee530f4e · outbound

This paper cites Judging LLM-as-a-judge with MT-bench and chatbot arena,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Judging LLM-as-a-judge with MT-bench and chatbot arena,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:35bb4104fca29cd7da85da6ca329cbaef2698207c908792c3b3887b6724ae50a

Observation 83f14c81-7b3e-40f4-9f3e-93cf6bdaf51e · outbound

This paper cites Ministral 3.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Ministral 3

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-07-03T06:17:42.133759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:443fecb5bab00d61a19ed0154e870c557e5303e1b7da5863cc994862a36e1d8c

Observation e2ef37a7-31af-4d24-a8d0-3f52b8ed02d3 · outbound

This paper cites Can llms replace manual annotation of software engineering artifacts?.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Can llms replace manual annotation of software engineering artifacts?

Reference 49

Resolution
unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:bb2d971f54254e830d9e78cddd9a02ff715008642eb7d00751962c7e220d6f89

Observation fb025c5c-aa60-4b90-93f0-e0fbcf3481bb · outbound

This paper cites Llm-as-a-judge for software engineering: Literature review, vision, and the road ahead,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Llm-as-a-judge for software engineering: Literature review, vision, and the road ahead,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:32e6d5b3b082c2f8cc485cea2a4018f0b6e5ec6644ee9934918e1de60aea13d0

Observation 29812bb2-c7b9-4668-b386-55c5f420ba9f · outbound

This paper cites An llm-as-judge metric for bridging the gap with human evaluation in se tasks.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps An llm-as-judge metric for bridging the gap with human evaluation in se tasks

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-07-03T06:17:42.152904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:d3a72f1683c6494ff3bb74ceeac5bab49f7d91946d1251b0cd16f637a8744588

Observation bf82c0e5-1f79-4a6c-ae78-ef3acceaa028 · outbound

This paper cites Evaluation of sampling and cross-validation tuning strategies for regional-scale machine learning classification,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Evaluation of sampling and cross-validation tuning strategies for regional-scale machine learning classification,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:4e404a333c78f3296b96927953ae5640ff83272f12e862fee4d1f4cbd172ff17

Observation 5e8728ac-3478-4b75-ab64-5fe3ab6048dc · outbound

This paper cites Interrater reliability: the kappa statistic,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Interrater reliability: the kappa statistic,

Reference 53

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unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:941731e189ba6ecb3ee8120c6e78127810b5fbbb8fdd8896b68ea99ae8a69eef

Observation 4e35a75d-21ff-447b-8191-cd14464a0836 · outbound

This paper cites A tutorial on sample size calculation for inter-rater and intra-rater agreement studies,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps A tutorial on sample size calculation for inter-rater and intra-rater agreement studies,

Reference 54

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unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:9c6b1eb11f9e8edfe3e8f29928507c52c3e6da25278b577182dd632df75e1c3c

Observation e786617f-b9c1-4ec6-bd65-9dcf26553d9a · outbound

This paper cites an unresolved cited work.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Unresolved cited work

Reference 55

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no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:1d5457c8ab6cefea46e85ae8eda5d7e16ff63a11ae34f88333932a9a5f3369c6

Observation 08a3cd77-7329-454d-bf82-7cfe01d6850f · outbound

This paper cites Mutation testing advances: An analysis and survey,.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Mutation testing advances: An analysis and survey,

Reference 56

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unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:76243ffea88d5a0ba5fb38eaf0e1dabf2bd122caf33115aac3356d56ec0e7611

Observation bc2f15a9-2630-489f-b869-f1ce151d475c · outbound

This paper cites Spearman,The proof and measurement of association between two things.Appleton-Century-Crofts, 1961.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Spearman,The proof and measurement of association between two things.Appleton-Century-Crofts, 1961

Reference 57

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unresolved
no resolver link, observed 2026-06-27T12:46:05.332740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T12:46:05.332740Z digest=sha256:ba97c0c5069d59123658848dac069d49236c15d93652cfa3ac77e3b933ac71f5

Pith citing papers

No inbound Pith citation observations are available.