Paper Citation Record · LEDGER

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis

As of 21 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.08947.

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

pith.paper-citation-record.v1
2608.08947 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:22:05.795785Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy10
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b48e336a-ec15-457c-bf3c-4b03a16b07f9 · outbound

This paper cites flag all moving objects.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis flag all moving objects

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:06.103768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 07c6589e-ff18-4a50-aab6-82b26bd7ec96 · outbound

This paper cites an unresolved cited work.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:22:05.971829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1a30f7b-d1ad-4e1a-9aed-a563f616c763 · outbound

This paper cites WebGazer error.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis WebGazer error

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:05.954007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 78a5a01e-8ad6-4344-88cf-9e591d8a674e · outbound

This paper cites Left column: aggregate attention across all viewers.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis Left column: aggregate attention across all viewers

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:06.036129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aa33972f-2cce-408d-9056-1e33a2eeb406 · outbound

This paper cites , 𝑣#), speed, acceleration (𝑎.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis , 𝑣#), speed, acceleration (𝑎

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:06.017367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3e1752b-26eb-4c30-b5f8-a336a59c7d10 · outbound

This paper cites an unresolved cited work.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:22:05.994405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 175cedd2-dfe0-4fa3-8e03-adbf6aa46434 · outbound

This paper cites The Effects of Data Quality on Machine Learning Performance on Tabular Data.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:22:05.772766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 285b708c-1fcf-46e0-badb-95334d85bae0 · outbound

This paper cites Risks from Learned Optimization in Advanced Machine Learning Systems.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis Risks from Learned Optimization in Advanced Machine Learning Systems

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:22:05.789954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6e6131f-99d3-462c-96e9-45bbc2154397 · outbound

This paper cites DADA-2000: Can driving accident be predicted by driver attention? Analyzed by a benchmark.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis DADA-2000: Can driving accident be predicted by driver attention? Analyzed by a benchmark

Reference 2006

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:05.919456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e7216915-445f-402a-b89b-07df076dd4bf · outbound

This paper cites (2016) proving that knowledge distillation (Hinton et al.,.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis (2016) proving that knowledge distillation (Hinton et al.,

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:06.088021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e37b9d10-2935-419a-b214-f7b48fa65888 · outbound

This paper cites Gaze has been successfully used as privileged information in several domains: Karessli et al.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis Gaze has been successfully used as privileged information in several domains: Karessli et al

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:06.070152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 617f4628-df67-46f1-8a51-a6d4f0243d16 · outbound

This paper cites attend to large objects.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis attend to large objects

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:06.053716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f43f91fb-0905-4a40-b7e4-739da2fed958 · outbound

This paper cites Machine learning and deep learning for predicting traffic crash injury severity: A systematic review and meta-analysis (2014–2025).

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis Machine learning and deep learning for predicting traffic crash injury severity: A systematic review and meta-analysis (2014–2025)

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:05.896320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24973d15-60ad-478a-ac5f-a83f88403311 · outbound

This paper cites Impact Statement This paper presents work that evaluates data quality limitations in safety-critical AI systems.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis Impact Statement This paper presents work that evaluates data quality limitations in safety-critical AI systems

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:22:05.936891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb23e7d0-a64d-405b-8e2e-81b093194423 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Can Webcam Gaze Constrain Mesa-Objectives in Driving Models? An Instrument Precision Analysis Distilling the Knowledge in a Neural Network

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-14T04:22:05.783818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.