Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T06:14:31.018537Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2602.11507.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T06:14:31.018537Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
42 of 42 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c38339e1-1cd1-49b6-bb89-8ee2afea8d1e · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations A survey of autonomous driving: Common practices and emerging technologies
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b6d3edd5-8ce9-4f44-a85f-b5110a67fe41 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Autonomous vehicles drive into shared spaces: ehmi design concept focusing on vulnerable road users
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 33b8c5ab-a3c5-4ffe-b8e0-44646d421a8a · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Taxonomy and definitions for terms related to driv- ing automation systems for on-road motor vehicles
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0520773e-e79c-4b8b-9159-d0f476396063 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Transition to manual: Driver behaviour when resuming control from a highly automated vehicle
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bb374054-63d4-4683-9a37-4d3f070dce8d · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Semi-automated versus highly automated driving in critical situations caused by automa- tion failures
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ddbb642b-425c-4f06-9b76-63476eea305e · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Control authority transfer method for automated-to-manual driving via a shared authority mode
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 64e6ede4-49a1-4678-ae2a-5cf822042e89 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Use of haptic shared control in highly automated driving systems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fc5fbd12-2633-4d1c-b2dd-b374550d5617 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Transferring from automated to manual driving when traversing a curve via haptic shared control
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4e1ed561-9099-4c3d-86d7-b6d9c77a409f · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Shared authority mode in uncertain situation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2e4aded6-fece-48a2-a196-4b4b5b34f566 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Explicit behaviors affected by driver’s trust in a driving automation system
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9fcae378-cf4d-46c3-908f-1793aaf9d0c6 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Driving behavior model considering driver’s over-trust in driving automation system
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 24ba9e28-c2ac-4d16-864a-59319b7e88f5 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations How does explanation-based knowl- edge influence driver take-over in conditional driving automation?
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0df69603-1d0a-4834-949b-559d168e3105 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Mental models: concepts for human- computer interaction research
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a7aacb41-2a49-436f-b887-64dea3f9b950 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c35878e8-e71e-4b3a-bb79-681fc4ba6030 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Pre-instruction for pedestrians interacting autonomous vehicles with eHMI: Effects on their psychology and walking behavior
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2ab79327-40dc-48d8-acfc-239eed23aeb6 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Driver support by a vibrotactile seat matrix–recognition, adequacy and workload of tactile patterns in take-over scenarios during automated driving
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 27b99ae7-cf6f-4604-b569-1e857efe150a · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Comparing shape-changing and vibro-tactile steering wheels for take-over requests in highly automated driving
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2288f3ca-dc36-41d4-9602-7755d5558560 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Automated driving systems: Impact of haptic guidance on driving performance after a take over request
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ef7cdafe-5886-4fdc-af3f-f40e65342307 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations To beep or not to beep? comparing abstract versus language-based multimodal driver displays
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9963287c-3e8f-4fed-bad2-e97576deccb8 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Driver compli- ance to take-over requests with different auditory outputs in conditional automation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b78700dd-2ff1-496d-8f42-09d3215487e3 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations The influence of a color themed hmi on trust and take-over performance in automated vehicles
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 50c98295-3cf4-46f5-9063-e89d0c7bdb8c · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Is users’ trust during automated driving different when using an ambient light hmi, compared to an auditory hmi?
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 99f98d9f-a05b-46b1-8a4b-75e61df9755b · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Effects of different takeover request interfaces on takeover behavior and performance during condi- tionally automated driving
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 830af5b3-1383-416f-bcae-c73b2c038d0c · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Assisting drivers with ambient take-over requests in highly automated driving
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4420955-e6c0-4f2b-9ea0-d339a5fa28c6 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Effective cues for accelerating young drivers’ time to transfer control following a period of conditional automation
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e40a220f-d7a7-41a2-b713-a9079693930b · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Toward a theory of situation awareness in dynamic systems
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 70a95014-b8a0-4b57-85c3-ff99ff89bf9c · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Mental models: an interdisciplinary synthesis of theory and methods
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 64ace2e5-a251-48a1-8852-ba3acedee829 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Should i take over? does system knowledge help drivers in making take-over decisions while driving a partially automated car?
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 683b0e59-4990-42a2-8c91-10a99c12fb8e · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations How does training effect users’ attitudes and skills needed for highly automated driving?
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ee472a48-e2af-4048-a974-fb94ab359679 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Why do i have to drive now? post hoc explanations of takeover requests
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 70686418-4b0d-42b0-b4db-89ec3e9af7bc · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Enhancing the driver’s comprehension of ads’s system limitations: An hmi providing request- to-intervene trigger and reason explanation
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0e2fda06-607c-4206-b2bc-0ba220d248a6 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Driver response times to auditory, visual, and tactile take-over requests: A simulator study with 101 participants
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bd380b45-da33-4ee4-bb95-4c97e4765881 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Road structure ordinance (道路構造令)
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 87cc0a65-093a-42e5-858d-76cea1f2a0fb · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Estimating meteorological visibility range under foggy weather conditions: A deep learning approach
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4490e5b6-e648-44b9-811c-32b6b3b1410d · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Weather and meteorological optical range classification for autonomous driving
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ff266868-fc94-432f-b6a0-b8eeb8de8cb1 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Fog density recognition by in-vehicle camera and millimeter wave radar
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bd7c726c-1a07-4f57-a33c-6846d34b857b · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Fog density evaluation by combining image grayscale entropy and directional entropy
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 454748a5-9bc3-4b13-91ef-af0fd59c3b43 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Development of nasa-tlx (task load index): Results of empirical and theoretical research
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 94f9c5db-3430-4569-bd3e-ae66aa940914 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Japanese version of nasa task load index sensitivity of its workload score to difficulty of three different laboratory tasks
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 836f9fd6-b72d-4b48-8e5c-416542d1cbb7 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations What does an automated vehicle class as a hazard? using online video-based training to improve drivers’ trust and mental models for activating an automated vehi- cle
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a4d96855-6a10-4181-a1c6-373afb27b7cc · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Effects of explanation- based knowledge regarding system functions and driver’s roles on driver takeover during conditionally automated driving: A test track study
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation db1390c0-3248-4877-b5bb-5a25118dd2b9 · outbound
An Educational Human Machine Interface Providing Request-to-Intervene Trigger and Reason Explanation for Enhancing the Driver's Comprehension of ADS's System Limitations Influence of prior general knowl- edge on older adults’ takeover performance and attitude toward using conditionally automated driving systems
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
No inbound Pith citation observations are available.