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Paper Citation Record · LEDGER

Measuring Surprise in the Wild

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2305.07733.

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

pith.paper-citation-record.v1
2305.07733 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:26:50.258352Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

5
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bd2845f8-0b50-4d27-8445-3102e6195153 · inbound

Surprise Potential as a Measure of Interactivity in Driving Scenarios cites this paper.

Surprise Potential as a Measure of Interactivity in Driving Scenarios Measuring Surprise in the Wild

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T18:26:50.258352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:26:50.258352Z digest=sha256:88fef594e1f4fcc87675fbfe0fdda8d065920a80cbed91090477c980d4bd825d

Observation 6dfde6b6-9720-4fc7-bcd4-9847c3f483c8 · inbound

Being good (at driving): Characterizing behavioral expectations on automated and human driven vehicles cites this paper.

Being good (at driving): Characterizing behavioral expectations on automated and human driven vehicles Measuring Surprise in the Wild

Reference 1991

Resolution
unresolved
no resolver link, observed 2026-08-08T10:25:47.376314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:25:47.376314Z digest=sha256:6f2640e7644cd065e8c29b4775eaa44813ea9a0c943feae4ee1a383b38305f11

Observation 8dd01439-594b-45be-aa92-2adf68de68de · inbound

Active inference as a unified model of collision avoidance behavior in human drivers cites this paper.

Active inference as a unified model of collision avoidance behavior in human drivers Measuring Surprise in the Wild

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-19T10:52:14.999533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-19T10:48:32.946453Z digest=sha256:9ebae0131d8a1441df3bb702235eb91d24e4dcc9bc3bd1bdaf1334c0dc0edbcc

Observation 1986fec9-718b-410d-b254-de9d1493e789 · inbound

Automated Brake Onset Detection in Naturalistic Driving Data cites this paper.

Automated Brake Onset Detection in Naturalistic Driving Data Measuring Surprise in the Wild

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T14:43:54.296619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:43:54.296619Z digest=sha256:3370911fc14057d481cd10845373d1de4a21668129e55f5a730c3ed510109a3d

Observation 719326ca-8fd7-444f-9b00-56438a94332e · inbound

Safety Evaluation of Motion Plans Using Trajectory Predictors as Forward Reachable Set Estimators cites this paper.

Safety Evaluation of Motion Plans Using Trajectory Predictors as Forward Reachable Set Estimators Measuring Surprise in the Wild

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T11:55:35.634572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:55:35.634572Z digest=sha256:6966990a6cea11b19035aeb8943fea9804ddc65d519dfd546e1ba84774c75935

Observation b0a7ae37-852d-4281-9ecb-49352f88f50c · inbound

Mutual Information Surprise: Rethinking Unexpectedness in Autonomous Systems cites this paper.

Mutual Information Surprise: Rethinking Unexpectedness in Autonomous Systems Measuring Surprise in the Wild

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-05-18T21:06:50.429281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T21:06:05.641706Z digest=sha256:78a36e8c2704f6a32910146cac4ee4939fbca203d4b440382a6b230546458dad