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Paper Citation Record · LEDGER

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software

As of 16 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2608.10025.

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

pith.paper-citation-record.v1
2608.10025 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:32:17.558121Z

measured 65 of 65 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

65 of 65 outbound references displayed

  • verified exact6
  • verified fuzzy43
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d53d2ba5-9eab-4bdf-81c1-31c96de99037 · outbound

This paper cites Keeping safe on the roads: series of standards for vehicle electronics functional safety just updated,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Keeping safe on the roads: series of standards for vehicle electronics functional safety just updated,

Reference 1

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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.

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Observation 710ff8e8-0b8a-449e-855d-33f4fbe58252 · outbound

This paper cites Overview of the second edition of ISO 26262: Functional safety—road vehicles,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Overview of the second edition of ISO 26262: Functional safety—road vehicles,

Reference 2

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doi, observed 2026-08-14T04:32:17.657603Z

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=2026-08-14T04:32:17.014735Z digest=sha256:6c748c46cdf1eb07d618589f2b3370f9f0e927c8ccc1d47d719639bb5ee93ef8

Observation bf7f79fd-ef98-4da5-8934-a46f8c9b81d7 · outbound

This paper cites ISO 26262-6:2018 road vehicles — functional safety — part 6: Product development at the software level,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software ISO 26262-6:2018 road vehicles — functional safety — part 6: Product development at the software level,

Reference 3

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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.

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Observation 597f443b-7d5a-4a9b-888d-fd41bff9d57d · outbound

This paper cites ISO 26262-8:2018 road vehicles — functional safety — part 8: Supporting processes,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software ISO 26262-8:2018 road vehicles — functional safety — part 8: Supporting processes,

Reference 4

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raw_fallback, observed 2026-08-14T04:32:19.355583Z

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.

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Observation 9d6a47ac-828f-44dd-94fd-3c0ead67f069 · outbound

This paper cites The Role of Confirmation Measures in ISO 26262 Functional Safety Automotive Products,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The Role of Confirmation Measures in ISO 26262 Functional Safety Automotive Products,

Reference 5

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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.

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Observation cd20e333-c41d-4d2d-b075-bd3c09bb4543 · outbound

This paper cites Assurance 2.0: A Manifesto.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assurance 2.0: A Manifesto

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 84e3dbc0-fce2-4be0-ab1a-8996f9e2ea92 · outbound

This paper cites Assessing Confidence with Assurance 2.0.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assessing Confidence with Assurance 2.0

Reference 10

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-14T04:32:17.124752Z digest=sha256:9030125a14b3d517948e72b0abc66d3bfe581d2674264ca526024a5f41a0740d

Observation 76153e7d-7d83-4e27-bb43-24ba44aa98a4 · outbound

This paper cites A scalable framework for safety assurance of self-driving vehicles based on assurance 2.0,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software A scalable framework for safety assurance of self-driving vehicles based on assurance 2.0,

Reference 11

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Observation d59ffc8e-0c61-437c-9068-7f0ec389e77a · outbound

This paper cites Toward a formalism for conservative claims about the dependability of software-based systems,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Toward a formalism for conservative claims about the dependability of software-based systems,

Reference 12

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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.

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Observation 42899da0-f60f-4cd0-b71f-d84de760df87 · outbound

This paper cites Software fault-freeness and reliability predictions,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Software fault-freeness and reliability predictions,

Reference 13

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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.

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Observation 4dc1ab10-52fa-494e-b4c5-94d43fd4744e · outbound

This paper cites On reliability assessment when a software-based system is replaced by a thought- to-be-better one,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software On reliability assessment when a software-based system is replaced by a thought- to-be-better one,

Reference 14

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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.

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Observation b8bd2be7-ceb1-4122-bf02-27efa64f99f3 · outbound

This paper cites Conservative confidence bounds in safety, from generalised claims of improvement & statistical evidence,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Conservative confidence bounds in safety, from generalised claims of improvement & statistical evidence,

Reference 15

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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.

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Observation 87352e9d-3065-41d7-b932-44ca8f60f390 · outbound

This paper cites Loss-size and reliability trade-offs amongst diverse re- dundant binary classifiers,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Loss-size and reliability trade-offs amongst diverse re- dundant binary classifiers,

Reference 16

Resolution
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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=2026-08-14T04:32:17.187320Z digest=sha256:e887f5f83a126bea371bae70a19abbd2933f9550e85d60584f95fab9c079ae6b

Observation a34bb8b0-7fb7-42ce-9152-bbf938fa6ea1 · outbound

This paper cites Assessing the safety and reliability of autonomous vehicles from road testing,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assessing the safety and reliability of autonomous vehicles from road testing,

Reference 17

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verified fuzzy
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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=2026-08-14T04:32:17.203170Z digest=sha256:0b9b41842646e4b4b63880933dd3387d151811b7ac7a7c087d78fd47c203f3b7

Observation 3b4e2842-eeed-4389-a58a-61cd0d60245e · outbound

This paper cites Assessing safety-critical systems from operational testing: A study on autonomous vehicles,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assessing safety-critical systems from operational testing: A study on autonomous vehicles,

Reference 18

Resolution
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raw_fallback, observed 2026-08-14T04:32:19.208721Z

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=2026-08-14T04:32:17.210624Z digest=sha256:d5628b9b01206c4a53dca097142ca11cce39850545d6a0216b5191a850384f3b

Observation 2b28087d-0855-4370-83a6-2e9141c430cf · outbound

This paper cites The unnecessity of assuming statistically independent tests in bayesian software reliability assessments,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The unnecessity of assuming statistically independent tests in bayesian software reliability assessments,

Reference 19

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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.

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Observation 7c5c3024-7c8f-4fd5-a8f3-295ba93da45c · outbound

This paper cites Demonstrating software reliability using possibly correlated tests: Insights from a conservative bayesian approach,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Demonstrating software reliability using possibly correlated tests: Insights from a conservative bayesian approach,

Reference 20

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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.

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Observation 783df42e-e057-4a89-ab1f-f00c1c8099da · outbound

This paper cites Bootstrapping confidence in future safety from past safe operation,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bootstrapping confidence in future safety from past safe operation,

Reference 21

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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.

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Observation e957dd6a-f16d-4e2b-bbd0-75b381a3fd08 · outbound

This paper cites Arguing safety of an improved autonomous vehicle from safe operation before the change: new results,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Arguing safety of an improved autonomous vehicle from safe operation before the change: new results,

Reference 22

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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.

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Observation b47ca99d-8138-449c-9170-b80b3dc02c82 · outbound

This paper cites Using pre-change opera- tional evidence for predicting post-change reliability, given prior confi- dence in fault-freeness,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Using pre-change opera- tional evidence for predicting post-change reliability, given prior confi- dence in fault-freeness,

Reference 23

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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.

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Observation 108f912c-6aca-4725-a885-9322847640fa · outbound

This paper cites Doubt in safety claims is inevitable: What is its impact, what can be done about it?.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Doubt in safety claims is inevitable: What is its impact, what can be done about it?

Reference 24

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

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Observation ad137c1c-74cf-4554-8df4-1de23d3ed7dc · outbound

This paper cites Robust bayesian analysis: Sensitivity to the prior,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Robust bayesian analysis: Sensitivity to the prior,

Reference 25

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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.

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Observation f7807eb4-5d25-448f-9f05-cb21072f09ee · outbound

This paper cites Robust bayes and empirical bayes analysis withϵ-contaminated priors,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Robust bayes and empirical bayes analysis withϵ-contaminated priors,

Reference 26

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source=pdf_text observed=2026-08-14T04:32:17.302175Z digest=sha256:57cd0832b3d5e5479ade92605b0516837efc0c89b8f0a62dbb9897df9bcc8936

Observation 28f5e294-a7ac-49db-9dd0-a50cfbe6d258 · outbound

This paper cites Walley,Statistical Reasoning with Imprecise Probabilities.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Walley,Statistical Reasoning with Imprecise Probabilities

Reference 27

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raw_fallback, observed 2026-08-14T04:32:19.071828Z

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.

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Observation eb69d559-5331-47a1-b2ef-5de105badadc · outbound

This paper cites Robust bayesian analysis withϵ- contaminations partially known,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Robust bayesian analysis withϵ- contaminations partially known,

Reference 28

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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.

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Observation ae7b7cbc-bbe5-446f-b954-95928a20a973 · outbound

This paper cites An overview of robust Bayesian analysis,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software An overview of robust Bayesian analysis,

Reference 29

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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.

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Observation e970604e-cafd-472a-a24f-01354cc5c999 · outbound

This paper cites Conservative software reliability assessments using collections of bayesian inference problems,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Conservative software reliability assessments using collections of bayesian inference problems,

Reference 30

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.322818Z digest=sha256:8571b5255900f77131762e8446b68fe2a41f868c7e20186f9cd67dcefc89ac6b

Observation 5d08de3b-135b-4562-9cf3-e020d8b5ac5b · outbound

This paper cites Driving to safety: How many miles of driving would it take to demonstrate autonomous vehicle reliability?.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Driving to safety: How many miles of driving would it take to demonstrate autonomous vehicle reliability?

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fd9946d9-9826-4fb4-b2e9-a834b4d5bf72 · outbound

This paper cites Dynamic safety assessment of autonomous vehicle based on multivariate bayesian inference (DyA VSA),.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Dynamic safety assessment of autonomous vehicle based on multivariate bayesian inference (DyA VSA),

Reference 32

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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.

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Observation 72511388-1e8a-4dc6-b51d-de8126253006 · outbound

This paper cites Survey on scenario-based safety assessment of automated vehicles,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Survey on scenario-based safety assessment of automated vehicles,

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.360445Z digest=sha256:43f89c0de6097f43f991d9425efb075768e09e6b317baeb29c204f61a07ca7fa

Observation 9e971085-4ebb-46cb-8898-17bf311ffa77 · outbound

This paper cites On the need for a statistical foundation in scenario-based testing of autonomous vehicles,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software On the need for a statistical foundation in scenario-based testing of autonomous vehicles,

Reference 34

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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.

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Observation 084ac34d-eaeb-47f6-a1d7-624a9c66de60 · outbound

This paper cites Accelerated evaluation of automated vehicles safety in lane-change scenarios based on importance sampling techniques,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Accelerated evaluation of automated vehicles safety in lane-change scenarios based on importance sampling techniques,

Reference 35

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raw_fallback, observed 2026-08-14T04:32:18.976700Z

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.

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Observation 8bd19fa0-2bd6-4299-989f-3f430b55a024 · outbound

This paper cites Scal- able end-to-end autonomous vehicle testing via rare-event simulation,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Scal- able end-to-end autonomous vehicle testing via rare-event simulation,

Reference 36

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raw_fallback, observed 2026-08-14T04:32:18.958951Z

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=2026-08-14T04:32:17.378203Z digest=sha256:86728814bc3f556aa5c487486b662a4e6e928f19a2cf3244b5fe517f7a45bc41

Observation ccab9873-a07e-4726-a136-a608f9dd6228 · outbound

This paper cites Diagnostic tests. 1: Sensitivity and specificity,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Diagnostic tests. 1: Sensitivity and specificity,

Reference 37

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raw_fallback, observed 2026-08-14T04:32:18.180320Z

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=2026-08-14T04:32:17.383543Z digest=sha256:237adbdb0a55925e272a0da2683cb44aa60360c7397d9d65ce5c07e83879ea7d

Observation fa74e137-65e3-47d6-9b8d-67cc8b34e7b6 · outbound

This paper cites A systematic analysis of performance measures for classification tasks,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software A systematic analysis of performance measures for classification tasks,

Reference 38

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no resolver link, observed 2026-08-14T04:32:17.389280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.389280Z digest=sha256:60d2159ed45dabcc18e62ed98362c958a44dd0f9467f9c9d8de297de1b84c4c0

Observation c38ed965-6e91-41bb-9e63-04f6fe0d9bb2 · outbound

This paper cites The relationship between precision-recall and roc curves,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The relationship between precision-recall and roc curves,

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.928726Z

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=2026-08-14T04:32:17.394070Z digest=sha256:bdf5cc887404b333f8e662a188bd3df46a27b9d16503c0fda93c7ace75aa1095

Observation e8f66ec1-45ba-4760-b954-e2319d8e4cb8 · outbound

This paper cites An introduction to ROC analysis,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software An introduction to ROC analysis,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-14T04:32:17.399156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.399156Z digest=sha256:d890929d9768e422996a57c4e6918907b44d248b532c1aeff7c1c8847ae91cd1

Observation f3b81ce4-bf3b-4d22-9b18-72b579de6988 · outbound

This paper cites The meaning and use of the area under a receiver operating characteristic (ROC) curve,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The meaning and use of the area under a receiver operating characteristic (ROC) curve,

Reference 41

Resolution
verified exact
raw_fallback, observed 2026-08-14T04:32:18.068994Z

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=2026-08-14T04:32:17.404539Z digest=sha256:8075146d9d93531f5960c1578e1baefbb700ad7fa085fa22c5b9ed37ec8d10d0

Observation d1b54037-b276-4d38-bdf7-c5c543342955 · outbound

This paper cites The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.898947Z

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=2026-08-14T04:32:17.411827Z digest=sha256:46c3bdbc6187200d12ce5f8e89aca88cf4f9ebea011f35b0c0784e44fef220ca

Observation c27e5a39-9a3d-4986-a34c-b5344f97ba4b · outbound

This paper cites Bayesian semi- parametric roc analysis,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bayesian semi- parametric roc analysis,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.882986Z

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=2026-08-14T04:32:17.435093Z digest=sha256:2f5caf576099b2b98d40042776b4fa9c445d33f6b93982fbefb160c58ff1cf90

Observation 88f5b1b0-8d22-496c-bf4c-d625871ed4a2 · outbound

This paper cites Bayesian semiparametric roc curve estimation and disease diagnosis,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bayesian semiparametric roc curve estimation and disease diagnosis,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.865958Z

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=2026-08-14T04:32:17.439882Z digest=sha256:98c58b3f0ef7d513e356e385767ebb563403d7548a2b02586c922895ec8e353f

Observation 918e537d-5790-488a-af9f-7cee3db5d7d1 · outbound

This paper cites Bayesian bootstrap estimation of roc curve,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bayesian bootstrap estimation of roc curve,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.849257Z

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=2026-08-14T04:32:17.445586Z digest=sha256:55b9dc28c69c3148bf4137392aae278eef948098b7cba2a096a1bab42f8ce00b

Observation bebf3254-6d6d-419b-98d4-d4958edc2404 · outbound

This paper cites Bayesian inferences for receiver operating characteristic curves in the absence of a gold standard,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bayesian inferences for receiver operating characteristic curves in the absence of a gold standard,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.831639Z

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=2026-08-14T04:32:17.450319Z digest=sha256:2bbc75a186240716d04ac2c0b209498a60cea2a2e24f46e66f497e7e823abce4

Observation 0bc1f8e1-3a5c-4d1e-bf44-55f7ecd07d4f · outbound

This paper cites Perception, planning, control, and coordination for autonomous vehicles,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Perception, planning, control, and coordination for autonomous vehicles,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.810462Z

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=2026-08-14T04:32:17.455268Z digest=sha256:898ab2418e9d65140cb45b84cc7c8db73945cd53af7a4c77d1e3c09d70630040

Observation 5cd065e3-2370-4f15-8a68-910d97c95636 · outbound

This paper cites Planning and decision- making for autonomous vehicles,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Planning and decision- making for autonomous vehicles,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.773762Z

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=2026-08-14T04:32:17.466327Z digest=sha256:80c48555ae54b0a1edc39132650e8d5b618d887d4323781b239aeafd962ddd63

Observation a46dcfd9-32f4-4604-aa2c-9a54f9b6703c · outbound

This paper cites Safe automated driving: Requirements and architectures,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Safe automated driving: Requirements and architectures,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.754747Z

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=2026-08-14T04:32:17.471512Z digest=sha256:588e8094ff5b9216017cca2d51d8b096ef4f7391d77b3fded615b7063dce63e2

Observation 3f941442-63d2-4071-b20d-5ac8f8cc0f47 · outbound

This paper cites Impact of machine learning on safety monitors,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Impact of machine learning on safety monitors,

Reference 50

Resolution
verified exact
doi, observed 2026-08-14T04:32:17.624346Z

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=2026-08-14T04:32:17.476627Z digest=sha256:aa502952d7b5e6e72e52fafd3350a0bf0a1ec20364185ffcd2cdfc46331c24b7

Observation 20cddb54-1f03-4ae7-9f27-cd21c9db55d3 · outbound

This paper cites A safety monitoring concept for fully automated driving,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software A safety monitoring concept for fully automated driving,

Reference 51

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unresolved
no resolver link, observed 2026-08-14T04:32:17.482535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.482535Z digest=sha256:4c76804aceea6eda05635b63d2647adb88da5f7ff919386599e6f66048699534

Observation 5b48b3d3-5626-42c4-8ad1-1bfff9054797 · outbound

This paper cites Co-design of out-of-distribution detectors for autonomous emergency braking systems,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Co-design of out-of-distribution detectors for autonomous emergency braking systems,

Reference 52

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unresolved
no resolver link, observed 2026-08-14T04:32:17.487732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.487732Z digest=sha256:f7494d5b089da72681d57fa37c041c024f90689e52050fb57eda8a7e0f5cb1b5

Observation 416db90a-b639-4504-89c5-2ea7e05b7226 · outbound

This paper cites Certified Control: An Architecture for Verifiable Safety of Autonomous Vehicles.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Certified Control: An Architecture for Verifiable Safety of Autonomous Vehicles

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-14T04:32:17.492976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.492976Z digest=sha256:9cab4622e10ff026cf32ff511869d9764790ccce37cb88d1f5587c80d183a34d

Observation 35c53377-a940-40c3-8559-2e643c292487 · outbound

This paper cites Challenges in autonomous vehicle testing and validation,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Challenges in autonomous vehicle testing and validation,

Reference 54

Resolution
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no resolver link, observed 2026-08-14T04:32:17.498697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.498697Z digest=sha256:caa13f5d6aa9469fff184fadee3f9d72aade1a33ed93f1b633c0c3e8e76b4ded

Observation 72587ea7-a54e-4ac5-b9d2-9561155b2a8e · outbound

This paper cites Failure correlation in software reliability models,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Failure correlation in software reliability models,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.707065Z

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=2026-08-14T04:32:17.503246Z digest=sha256:78807a687fc01ce11796ea3629a3c1f74dbd0941f826d17ccfbf721bbab38115

Observation f4da7035-22fb-4de4-987b-07fb37cda767 · outbound

This paper cites Time-dependent error-detection rate model for software reliability and other performance measures,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Time-dependent error-detection rate model for software reliability and other performance measures,

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-14T04:32:17.508682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.508682Z digest=sha256:0d923e47d586f2cc271447635a25da7ddd8ad19755a94686851e4e5cf194c97a

Observation 55e673e3-0e88-437e-aa3d-cc1830680339 · outbound

This paper cites Validation of ultra-high dependability for software-based systems,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Validation of ultra-high dependability for software-based systems,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.671555Z

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=2026-08-14T04:32:17.515585Z digest=sha256:160a649a8f6ae8f1d78f404c401043190bad6e9b948a54b1193f2f5bbdcaa0e0

Observation 6784dc0d-365f-4b7a-902d-685444207b4f · outbound

This paper cites Guidelines for statistical testing,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Guidelines for statistical testing,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.651689Z

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=2026-08-14T04:32:17.520438Z digest=sha256:9c10af67c9dfb8fc2cef8c4879e157446bf4766cbbd026c387a1f4461511a12a

Observation e67c53f6-0397-4560-ba17-071776c724fc · outbound

This paper cites Fixed-Point Characterisations of Extremal Distributions under Partial Distributional Constraints.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Fixed-Point Characterisations of Extremal Distributions under Partial Distributional Constraints

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-14T04:32:17.682219Z

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=2026-08-14T04:32:17.525328Z digest=sha256:0b901722f56b20489b2039bcef18109952e8e5cfa3898a87e1ac5ed1fa8012db

Observation a2f8fc50-c7ba-45ba-9ccd-5e79c8234b86 · outbound

This paper cites Why black-box bayesian safety assessment of autonomous vehicles is problematic and what can be done about it?.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Why black-box bayesian safety assessment of autonomous vehicles is problematic and what can be done about it?

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.621151Z

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=2026-08-14T04:32:17.530677Z digest=sha256:0567559a8f1c592dfbbbc28b9589b49b2ff64e9a801283eb111c24df4515f6fe

Observation bee37a23-f9a6-4b0d-9a5a-d442a47a1e34 · outbound

This paper cites Assurance cases and prescriptive software safety certification: A comparative study,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assurance cases and prescriptive software safety certification: A comparative study,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.600303Z

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=2026-08-14T04:32:17.535660Z digest=sha256:8d0469d8ee8e2c1b7f1735d4b69e3c3350847fc743ee74893f1ef7cff58ee8d1

Observation b6cf50d4-70ad-44c7-bf26-50b4423da8c4 · outbound

This paper cites O’Hagan, C.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software O’Hagan, C

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.582362Z

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=2026-08-14T04:32:17.540012Z digest=sha256:edacaccf5cca173bb9f421f60dedc38692c5093ca7bbb09ee1a948847be46b17

Observation 9c8317e0-177a-491e-a214-bb391a5c89fa · outbound

This paper cites Statistical methods for eliciting probability distributions,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Statistical methods for eliciting probability distributions,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.559415Z

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=2026-08-14T04:32:17.544415Z digest=sha256:c2500456a90a4461aed198cf63bf49f0d67b19f7e807559bc56167903eb820cf

Observation 57ebdf81-a1fb-4ba8-a5b5-74cfa1fe9d01 · outbound

This paper cites Using ranked nodes to model qualitative judgments in bayesian networks,.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Using ranked nodes to model qualitative judgments in bayesian networks,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.527168Z

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=2026-08-14T04:32:17.548687Z digest=sha256:4d5090e46b0035dcb918defe6f4a175f953d188393ffc95946fc416b57eb686b

Observation 889162f0-1dbf-46cb-820b-690da0500d2f · outbound

This paper cites When does “Diversity.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software When does “Diversity

Reference 65

Resolution
verified exact
doi, observed 2026-08-14T04:32:17.603122Z

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=2026-08-14T04:32:17.552920Z digest=sha256:1370a095e40b8d7f16713df9e07410f3db35701486746489cc7f5e6e9d5ed4f2

Observation 4fb147d6-f16f-491c-9cc7-a3232099a657 · outbound

This paper cites The variation of software survival time for different operational input profiles (or why you can wait a long time for a big bug to fail),.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The variation of software survival time for different operational input profiles (or why you can wait a long time for a big bug to fail),

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.509762Z

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=2026-08-14T04:32:17.558121Z digest=sha256:1abc984219fff692d2e8dec25c8ec5f254a61a752c24accfd4d293efdf3699d8

Observation 0084a132-2372-41e7-8fcd-c2486d3f20fe · outbound

This paper cites Available: https://journals.plos.org/plosone/article?id= 10.1371/journal.pone.0118432.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Available: https://journals.plos.org/plosone/article?id= 10.1371/journal.pone.0118432

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-14T04:32:17.429462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:32:17.429462Z digest=sha256:238e2085647b94a0b4a3a65a6c97a7b72d852faf2bd2d41695d0e51ed6fd6149

Observation 2410f9ba-6c2d-44e0-bd4d-f5ea4bdec275 · outbound

This paper cites Available: https://www.mdpi.com/2075-1702/5/1/6.

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Available: https://www.mdpi.com/2075-1702/5/1/6

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:32:18.791061Z

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=2026-08-14T04:32:17.460987Z digest=sha256:ad92e371e93d5853d972b889f9a859bd075370c636d3ece395ee8973a2f6d745

Pith citing papers

No inbound Pith citation observations are available.