Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:45:04.939080Z
Paper Citation Record · LEDGER
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems
As of 17 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2507.22433.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
22 of 22 outbound references displayed
- verified exact1
- verified fuzzy18
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8f5055de-c86d-46b3-9995-cd0ae57abd7b · outbound
This paper cites Ne Assessment/ est Method for Automated Driving (NATM) - Master Document,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Ne Assessment/ est Method for Automated Driving (NATM) - Master Document,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.442441Z
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.
Observation 97a69ebd-0760-4cec-844a-209f763b3205 · outbound
This paper cites ecent Advancements in Automated Vehicle Certification: How the Experience from the Nuclear Sector Contributed to Ma ing hem a eality,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems ecent Advancements in Automated Vehicle Certification: How the Experience from the Nuclear Sector Contributed to Ma ing hem a eality,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.422365Z
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.
Observation e1b431bd-4ae9-40e3-be3a-6cce1a3021ba · outbound
This paper cites Harmonised European Solutions for esting Automated road ransport,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Harmonised European Solutions for esting Automated road ransport,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.405381Z
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.
Observation e4a9a82f-8f42-4092-8c4b-6d33b961005f · outbound
This paper cites Safety Assurance Frame or for Connected am Automated Mobility Systems,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Safety Assurance Frame or for Connected am Automated Mobility Systems,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.385061Z
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.
Observation 232dea2b-060f-423a-ada3-6213a578fbbf · outbound
This paper cites eal and synthetic scenarios generated for the development, training, virtual testing and validation of CCAM systems,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems eal and synthetic scenarios generated for the development, training, virtual testing and validation of CCAM systems,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.364049Z
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.
Observation d739c01a-18b8-4376-a6ee-ed85abaecdd4 · outbound
This paper cites SafetyPool,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems SafetyPool,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.343844Z
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.
Observation c57a7971-ba6e-4747-994c-8dcfa02854c7 · outbound
This paper cites NO StreetWise, Scenario- Based Safety Assessment of Automated Driving Systems, TNO 2024 10983,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems NO StreetWise, Scenario- Based Safety Assessment of Automated Driving Systems, TNO 2024 10983,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.324637Z
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.
Observation 872fdbc4-fd75-4dd9-ad27-c6e9aaf2d52b · outbound
This paper cites ADSCENE scenarios data base: Focus on accident data support for validation of Automated Driving Functions,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems ADSCENE scenarios data base: Focus on accident data support for validation of Automated Driving Functions,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.305327Z
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.
Observation 8c3b9f4a-7f08-45c9-9bbe-85a912639d69 · outbound
This paper cites scenario.center: Methods from Real- orld Data to a Scenario Database,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems scenario.center: Methods from Real- orld Data to a Scenario Database,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.283902Z
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.
Observation ea9e28ef-b286-4525-8ffd-2018536b855f · outbound
This paper cites [Online].
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems [Online]
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.267074Z
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.
Observation e3b11b2b-495f-4b3f-929d-f9e50637a74b · outbound
This paper cites an unresolved cited work.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:45:05.251233Z
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.
Observation 21ca20fb-8f1b-48cc-be8c-8f15cb7fa0ac · outbound
This paper cites 157 (ALKS),” UN Economic Commission for Europe, nland Transport Committee, World Forum for Harmonization of Vehicle Regulations, Geneva, 2022.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems 157 (ALKS),” UN Economic Commission for Europe, nland Transport Committee, World Forum for Harmonization of Vehicle Regulations, Geneva, 2022
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.233625Z
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.
Observation 1baf5e9f-4608-49e8-bdfa-407760c51e3a · outbound
This paper cites A uantitative method to determine what collisions are reasonably foreseeable and preventable,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems A uantitative method to determine what collisions are reasonably foreseeable and preventable,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.217142Z
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.
Observation 987946ff-19ba-4259-b364-5d53f70c4275 · outbound
This paper cites Procedure for the Safety Assessment of an Autonomous Vehicle using Real-World Scenarios,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Procedure for the Safety Assessment of an Autonomous Vehicle using Real-World Scenarios,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.200587Z
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.
Observation 3b6e1046-6785-4ab9-9202-ad4aa5306bbd · outbound
This paper cites Positive ris balance: a comprehensive frame or to ensure vehicle safety,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Positive ris balance: a comprehensive frame or to ensure vehicle safety,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.173345Z
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.
Observation 4ff62e3f-f644-4d5c-8fa8-e958a3d87adb · outbound
This paper cites Koopman, How Safe is Safe Enough? Measuring and Predicting Autonomous Vehicle Safety, Pittsburgh PA: Carnegie Mellon University, 2022.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Koopman, How Safe is Safe Enough? Measuring and Predicting Autonomous Vehicle Safety, Pittsburgh PA: Carnegie Mellon University, 2022
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.145762Z
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.
Observation f7183ef4-2ccc-44b9-9a4e-34a104b07c76 · outbound
This paper cites Ho certain are e that our automated driving system is safe?,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Ho certain are e that our automated driving system is safe?,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.121680Z
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.
Observation 16cbfba0-841d-482e-9688-22550282c04e · outbound
This paper cites Data Sources for Baseline Generation - Overview, Grading, and ecommendations,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Data Sources for Baseline Generation - Overview, Grading, and ecommendations,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.101852Z
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.
Observation c965acfc-3c1a-4687-b5dc-eca52225028f · outbound
This paper cites an unresolved cited work.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:45:05.085658Z
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.
Observation b79640c9-e3de-4cc8-b523-ed0fa1945cfb · outbound
This paper cites Being good (at driving): Characterizing behavioral expectations on automated and human driven vehicles.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Being good (at driving): Characterizing behavioral expectations on automated and human driven vehicles
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T11:45:05.005251Z
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.
Observation 59359e43-6faf-4a6b-a8d1-27e58c4524bc · outbound
This paper cites an unresolved cited work.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:45:05.060506Z
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.
Observation d0a521dd-cdb1-4201-97f1-ff0aa90b58dd · outbound
This paper cites o ards a Practical Methodology for Defining Competent Driving,.
Operationalization of Scenario-Based Safety Assessment of Automated Driving Systems o ards a Practical Methodology for Defining Competent Driving,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:45:05.041569Z
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.
Pith citing papers
No inbound Pith citation observations are available.