Paper Citation Record · LEDGER

Revisiting Interactions of Multiple Driver States in Heterogenous Population and Cognitive Tasks

As of 17 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 2 inbound Pith citation observations for arXiv:2412.13574.

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

pith.paper-citation-record.v1
2412.13574 v2

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:03:00.963367Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:16:34.535392Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T12:21:08.188827Z

Reference resolution

2 of 2 outbound references displayed

verified exact0
verified fuzzy1
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e24e67a-d778-40ec-ad8f-904790104314 · outbound

This paper cites Driver drowsiness detection based on non-intrusive metrics considering individual specifics,.

Revisiting Interactions of Multiple Driver States in Heterogenous Population and Cognitive Tasks Driver drowsiness detection based on non-intrusive metrics considering individual specifics,

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T13:03:01.062433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a9dc6158-9aae-42c8-b1f3-834f53e56986 · outbound

This paper cites Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue,.

Revisiting Interactions of Multiple Driver States in Heterogenous Population and Cognitive Tasks Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:03:01.075352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 9eff21d5-b06a-4c07-8b4b-c35f7eb9a66f · inbound

Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study cites this paper.

Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study Revisiting Interactions of Multiple Driver States in Heterogenous Population and Cognitive Tasks

Reference 270

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:34.535392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a0087c3-e3e4-4878-8767-687a8c4e0a92 · inbound

From Awareness to Intent: Mitigating Silent Driving System Failures through Prospective Situation Awareness Enhancing Interfaces cites this paper.

From Awareness to Intent: Mitigating Silent Driving System Failures through Prospective Situation Awareness Enhancing Interfaces Revisiting Interactions of Multiple Driver States in Heterogenous Population and Cognitive Tasks

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:21:08.195648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.