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Paper Citation Record · LEDGER

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation

As of 10 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2508.19425.

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

pith.paper-citation-record.v1
2508.19425 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:51:30.930636Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

72 of 72 outbound references displayed

  • verified exact13
  • verified fuzzy25
  • unresolved33
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73167402-7ad3-415a-a59e-cd8435a63704 · outbound

This paper cites Early estimate of motor vehicle traffic fatalities in 2024.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Early estimate of motor vehicle traffic fatalities in 2024

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.834981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 001bb8a1-edba-4b69-ad2a-ea8ed5753075 · outbound

This paper cites (R) Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles,.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation (R) Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.818237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 57c54217-b1fe-498d-b40d-9c92382ae565 · outbound

This paper cites Economic and environmental benefits of automated electric vehicle ride-hailing services in New York City.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Economic and environmental benefits of automated electric vehicle ride-hailing services in New York City

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.802181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 72371ae7-1bad-438b-b629-110ce0e96f28 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.786892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.600553Z digest=sha256:9107ec8c28144403865ea0db9983cbb78c00145dbe4a0be9f6416d078e055617

Observation 952688ca-79eb-468e-a49f-3bc83b5d00bd · outbound

This paper cites The Effectiveness of Electronic Stability Control (ESC) in Reducing Real Life Crashes and Injuries.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation The Effectiveness of Electronic Stability Control (ESC) in Reducing Real Life Crashes and Injuries

Reference 6

Resolution
verified exact
doi, observed 2026-08-05T15:51:31.142668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.606544Z digest=sha256:5a531308d6f4e20bcdebcd6baaccea67f1855dea111f8c2f2af4b87ebe26b844

Observation 7088a656-2fbd-45e6-83d9-75b9103cdf52 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.771648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 4f139fbd-47e1-44e5-bb1a-0e88d6b83122 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 8

Resolution
verified exact
doi, observed 2026-08-05T15:51:31.125664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.616643Z digest=sha256:5d00390ff9e84c3eb0099e37537690c96d7552ea84f069ef57dbbfce4629c497

Observation f103b84d-de81-4dd4-833c-1455df10a8d6 · outbound

This paper cites Effectiveness of low speed autonomous emergency braking in real-world rear-end crashes.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Effectiveness of low speed autonomous emergency braking in real-world rear-end crashes

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:30.621452Z digest=sha256:a37112b62c8b25ceed317372fde9734ed7cca40782fa0c6e060e2b103369dc60

Observation 4ec20e58-f8cc-439b-8e95-14f8c428bd40 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.755674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 6560211b-4bae-450b-8389-594f6192a126 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-05T15:51:30.630651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:30.630651Z digest=sha256:831f80908f928d509e7f23923b4f9afff9cc4326335958a988d5db4e3c3f435d

Observation 78af7cad-d720-4608-a986-2df08ff09afa · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-08-05T15:51:31.088359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation aa914617-2171-4dc6-b4da-a841a7e44c4e · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 13

Resolution
verified exact
raw_fallback, observed 2026-08-05T15:51:31.943604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.640593Z digest=sha256:c49942e6e4237a150999aa810a6320436d5aedccc992d5d71f16963c8a29845a

Observation fb0605ac-3016-4577-be1f-7463cf3b4676 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f1841a07-88f2-46b9-a6d0-e9c52418808d · outbound

This paper cites Initial Indications of Safety of Driverless Automated Driving Systems.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Initial Indications of Safety of Driverless Automated Driving Systems

Reference 15

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no resolver link, observed 2026-08-05T15:51:30.649977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:30.649977Z digest=sha256:7080cebe230833c943b36ba639e1fae183fe6d89f8cb2f2fa0ad232698f90072

Observation 42be0bdf-1796-4880-9268-aa303640bdd4 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 16

Resolution
verified exact
doi, observed 2026-08-05T15:51:31.072464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation bbf90d81-1a6f-4b6f-8695-1a0e96031427 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 17

Resolution
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raw_fallback, observed 2026-08-05T15:51:32.724448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.659810Z digest=sha256:588cf24d5fda767d2ee948df86c64dbd8930cc874edc661192c0fb23856ec03e

Observation f8f9791d-0b3a-4386-87f3-894f7b077042 · outbound

This paper cites Comparison of Waymo Rider-Only Crash Rates by Crash Type to Human Benchmarks at 56.7 Million Miles.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Comparison of Waymo Rider-Only Crash Rates by Crash Type to Human Benchmarks at 56.7 Million Miles

Reference 19

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no resolver link, observed 2026-08-05T15:51:30.668923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:30.668923Z digest=sha256:c17b3401c7918ccaf0b086f32c0bfac46c959eaaa048886bcaf8235d37c1b298

Observation e33c318d-da4d-4d10-8fcb-dfd5264da2ac · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:30.673492Z digest=sha256:a792a2656304b482232c0b0b14c513f4491099031c3007d3c1354b1d39b5091d

Observation 9cfcced2-6291-4101-b24b-73ee6b056202 · outbound

This paper cites 2016.Automated vehicle crash rate comparison using naturalistic data.Final report.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation 2016.Automated vehicle crash rate comparison using naturalistic data.Final report

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 2545fd76-73fe-4dc3-a083-908333e0f7cc · outbound

This paper cites Perez, and Julie A.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Perez, and Julie A

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.692771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 5e50132e-a7ad-4bf4-a93a-f7a5b598dc85 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 23

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verified exact
doi, observed 2026-08-05T15:51:31.056176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation ff3a8bdb-c06a-4128-9032-09cd51973164 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b6f0f4af-eaa1-46a4-8328-e3e49e6d1a27 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 25

Resolution
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raw_fallback, observed 2026-08-05T15:51:32.677474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.697645Z digest=sha256:79108bdf025f629ea7a1e547d07843b5868b1f5cb091d4b01e471be4a14942e2

Observation e870bff4-8dce-4c89-9a71-6a06969a9605 · outbound

This paper cites Comparison of automated vehicle struck-from-behind crash rates with national rates using naturalistic data.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Comparison of automated vehicle struck-from-behind crash rates with national rates using naturalistic data

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.702316Z digest=sha256:6517dbf83ce573ee6b153afa736d6d9305772a87e6b04bb243cee28090aad3fc

Observation d7b2934d-d4ff-4635-b1d2-92fb70ce6498 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 27

Resolution
verified exact
doi, observed 2026-08-05T15:51:31.028616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 85066778-6534-4903-b1d6-993d84d30993 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-05T15:51:31.011428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation a5215e7f-22c8-499e-b081-3d36fd285fad · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 29

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raw_fallback, observed 2026-08-05T15:51:32.661763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 0b83c992-4122-4249-acf3-27a994bfbde4 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.645636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 5d6c3744-8726-419d-850a-a330c2775d65 · outbound

This paper cites Rage against the machine? Google's self-driving cars versus human drivers.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Rage against the machine? Google's self-driving cars versus human drivers

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.629254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.726130Z digest=sha256:2587c82a489f65f8a65b4c0800cce97c0e5ccef2667ca8c62bf0aadd9df25b0c

Observation 4f101d4a-21d8-4411-9fde-8a61ca11fc94 · outbound

This paper cites Benchmarks for Retrospective Automated Driving System Crash Rate Analysis Using Police-Reported Crash Data.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Benchmarks for Retrospective Automated Driving System Crash Rate Analysis Using Police-Reported Crash Data

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T15:51:30.730910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:30.730910Z digest=sha256:f9a73d8c19a7fc4946b0244cc1a1430569908e4c0f2d722589f6704b78962a22

Observation 3852b777-f736-4cbb-8a98-056ed638e809 · outbound

This paper cites Dynamic Benchmarks: Spatial and Temporal Alignment for ADS Performance Evaluation.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Dynamic Benchmarks: Spatial and Temporal Alignment for ADS Performance Evaluation

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:51:30.994822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.735454Z digest=sha256:327226f989b6e4da6e75797458258349e016acdf28a666937ab6fd5bb0b1b794

Observation a883bf9a-3f06-48e8-b76f-d44d2c033ded · outbound

This paper cites Highway functional classification concepts, criteria and procedures 2023 Edition.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Highway functional classification concepts, criteria and procedures 2023 Edition

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.613615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.741215Z digest=sha256:6c37d3a70dfde40eed5edc29f4ad723b90b836e4f513e643567bdc53105f58e9

Observation b1dd8399-5a73-4bf4-8ecf-01cdba295818 · outbound

This paper cites (2018), isbn: 978-1-56051-676-7.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation (2018), isbn: 978-1-56051-676-7

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.597470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.745894Z digest=sha256:1aed8b2f17f5327d9a0e4324a793b98fbae5a5aee3800b7b571c3d627b75c6e7

Observation a599f62c-ee9c-494f-96c1-8308ddfc525f · outbound

This paper cites Crash and injury prevention estimates for intersection driver assistance systems in left turn across path/opposite direction crashes in the United States.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Crash and injury prevention estimates for intersection driver assistance systems in left turn across path/opposite direction crashes in the United States

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.581299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.751285Z digest=sha256:56d4a563f530751b2a227eb04abaabedb46218a022f8aff428a3f791a5a8b546

Observation 035c50df-5161-459c-81e0-1022db0d504b · outbound

This paper cites Injury mitigation estimates for an intersection driver assistance system in straight crossing path crashes in the United States.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Injury mitigation estimates for an intersection driver assistance system in straight crossing path crashes in the United States

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.564373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.755872Z digest=sha256:cc7c5a6274552fb1648ac3e401e018dac666f8f79c4e5598e8327b335f9b24fb

Observation 2203029e-20af-485d-b1d7-457b3812fff8 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.548740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.760448Z digest=sha256:5df9e6e27947982235307d9e30f7c9da4b88bb4eb47de6afae7a87db33d74504

Observation 0138ddb7-fe86-4932-882f-3da305e5fd92 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.533406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.765303Z digest=sha256:2f5a06a85edd98572921020ba6799a7d788fd34d99f1d6bbcb6b96267f20d91b

Observation 767c1f2a-65d7-427c-bd31-da122980ba2e · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.516665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.770339Z digest=sha256:08305c212bea5036ca836cd6450b9a1506486ff9405403b9eb368d1adc25dc1c

Observation 4d9d91be-b386-4b68-9b31-acf1a1829207 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.501212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.775161Z digest=sha256:5a2588fbc5e5b15d4ed8bc07c2d055cfc061bd969a36c5535e37adb13e1217f7

Observation ea341afd-6c2d-40e4-b51b-8bbb51c60907 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.484825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.780004Z digest=sha256:9502a3099ae2ccde9888a583d27f84f07f5ed93beeb79ccb22136528dc992ff2

Observation aa18a251-79b7-4f01-b63b-224656777873 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.469524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.784663Z digest=sha256:11390416625f904c4ccaffc22a0f9a8d2c55e646456f2591619b65b85f81f885

Observation cfb749f7-22c2-4ff7-8155-acc93a54af98 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.453390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.789898Z digest=sha256:5bd275e7d628599631e458b0e6eb7216d5b4c18e2b1063a5d4af37c9e86304c7

Observation 34d3c7e1-d14f-43f2-81c7-1680817a2d0c · outbound

This paper cites Crash Reporting ,.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Crash Reporting ,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.438121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.794530Z digest=sha256:e9f4feefb4e6f1af5c6cb55df311cb2a600dc8568b9979cba364b4d2c3ad20c0

Observation 3f04eaff-8a55-408f-b5e3-7f96e9e88f7f · outbound

This paper cites Road & Traffic Data ,.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Road & Traffic Data ,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.422171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.799383Z digest=sha256:eebf5c00a3987c90c6fd3470446342323c81eaf7bcbb79550f642633c180a9eb

Observation 2b731610-cb41-4827-87d0-4af6ac0a9783 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.406718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.804097Z digest=sha256:41fc2ea8e90df99d54999e394698a6d1667e15dba35a54576a236260c31634af

Observation 4e7642b2-11d8-4d16-9e0d-2d74196f2f8a · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.390685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.808823Z digest=sha256:36311d84171a558d77fc2d8a770ec235eb514dbec34c9ed345f92ed66c818f1e

Observation 133203d4-04cb-4ae5-a0b2-3eb73334a0cd · outbound

This paper cites Highway Performance Monitoring System Field Manual.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Highway Performance Monitoring System Field Manual

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.374254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.813564Z digest=sha256:99f4cf698fc9be48d06dcc97a82f08d0d6c512dccad4a185510d1750a274ee04

Observation 851d8e66-b042-4186-b406-9809a8bf29b6 · outbound

This paper cites Vehicle Identification Number (VIN) Requirements.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Vehicle Identification Number (VIN) Requirements

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.357427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.818298Z digest=sha256:3b87e2bab23b01a9513d72771d203b8795a137dc4012c3058182f3db187cbc7e

Observation 488432aa-3c55-4795-b33a-49582f1b2ae5 · outbound

This paper cites 2023.Framework for a conflict typology including contributing factors foruse in ADS safety evaluation.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation 2023.Framework for a conflict typology including contributing factors foruse in ADS safety evaluation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.341954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.823136Z digest=sha256:000bc158d082b4662f12ab8e5a26dc2d5c3abf860e2eb43176212ed0daa2ee81

Observation 67ea448d-63d5-4781-a4bb-6c689ae60a92 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.326896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.827959Z digest=sha256:9cbe4b2fbdf35deae51f384ff6a4525d742a9576cfe9a9410f7dc70b1ccb5a0a

Observation b913b079-a32d-4272-aa53-e9f127ba4997 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.311461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.832624Z digest=sha256:5b50ab8fb5e202de673592e3a0663728d3b5d3191d77224fb4d4fcdb20d8c211

Observation 1236806c-d874-4f96-a357-6866667fc69c · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.296067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.837372Z digest=sha256:0821641ea13ede1351a48184628c917d2708260bd6c982e91e8e720ba401630c

Observation be86aaa3-b16f-4c06-b66c-5434a5b4da2d · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.280485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.842575Z digest=sha256:4708e6c47c097bc3f474b717aebf2e5c45217da52cc64834df6c4e37b18724de

Observation 72f4ee5c-c31b-4e29-b8c5-d48d453b5ece · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.264004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.847359Z digest=sha256:e52a0076bcc636125a123bf62175c1ead53dd1f529a9f0373bc78ca2cbf0f3ac

Observation 890210d1-21b7-4575-a17b-e30068dcc950 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.248502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.852076Z digest=sha256:6b3de8b53711c87f1e47229037db885548a38fa0c6858e1883560ea98c3f6fd7

Observation 5825aeef-30c9-4478-8b7c-45aa785e570b · outbound

This paper cites Explaining the road accident risk: Weather effects.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Explaining the road accident risk: Weather effects

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.231937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.856674Z digest=sha256:004128bad77b55c4230b3d61b085db4af8fbcee97e71c317344209af2e1f3219

Observation 0b626f16-b38c-455c-9db1-25a7332c4635 · outbound

This paper cites Injury Risks and Crashworthiness Benefits for Females and Males: Which Differences Are Physiological?.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Injury Risks and Crashworthiness Benefits for Females and Males: Which Differences Are Physiological?

Reference 59

Resolution
verified exact
raw_fallback, observed 2026-08-05T15:51:31.556813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.861428Z digest=sha256:4c508c587edd0af391f3ef868bbe7ff617dbb9ea4aa76b5d6d1c02cc4dd269f6

Observation 68d79d85-cccf-4107-a1cc-bf746abeeb88 · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.215980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.866195Z digest=sha256:5426f010ec692b0a3369db9cc327647cbf68679dd7eb5a20f6e67c7694d1cd7c

Observation 138d2805-4bb9-45ae-a5c5-8ad3e73c83cd · outbound

This paper cites Effects of lowering speed limits on crash severity in Seattle.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Effects of lowering speed limits on crash severity in Seattle

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.199943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.870909Z digest=sha256:4ed65abd43510c9d9e74f36a3aef527d39a3903255b6ebe0463fead09719c164

Observation 0502eb19-c296-4173-8cfc-7708824e205b · outbound

This paper cites Are female drivers safer? An application of the decomposition method.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Are female drivers safer? An application of the decomposition method

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.184184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.875529Z digest=sha256:3121416def20b37a097bf8630d1788eddb1a3536026a155e4138b6ab6e65b24f

Observation 3c07677d-6119-4c9e-bce6-17c5794e2edd · outbound

This paper cites (2025, January).

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation (2025, January)

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.168707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.880194Z digest=sha256:6bfa62247856b9b13c38e39290cdd269cc750ee9fb9cf9029eed37d24c7f38ae

Observation bd3e5106-aa1a-4ba6-b2fa-e9acf31e42b3 · outbound

This paper cites Evaluation of the impacts of traffic states on crash risks on freeways.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Evaluation of the impacts of traffic states on crash risks on freeways

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.153089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.884752Z digest=sha256:800d3ad5db55cad9c579164f96f47d85436cb724c8c006f88a8dd372638cd51c

Observation 92645e0f-70a3-44fb-b424-cf66111fd620 · outbound

This paper cites Alcohol-impaired driving in rural and urban road environments: Effect on speeding behaviour and crash probabilities.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Alcohol-impaired driving in rural and urban road environments: Effect on speeding behaviour and crash probabilities

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.136468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.889336Z digest=sha256:e385c6b44c8d8be40c74d0e089334f7ec05f66df9d29c2d9fec6504e0bc7aa77

Observation fa6782ff-9a0f-462b-ae04-7d65d48c9eef · outbound

This paper cites S., & Gabler, H.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation S., & Gabler, H

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-05T15:51:31.460516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.893831Z digest=sha256:bccba1b7a8e0974b77474e217242e9dff90d17fddbb8363bbcad8b1b34650331

Observation 538f5452-e330-4499-954c-d7bebbe74614 · outbound

This paper cites Comprehensive Target Populations for Current Active Safety Systems Using National Crash Databases.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Comprehensive Target Populations for Current Active Safety Systems Using National Crash Databases

Reference 67

Resolution
verified exact
raw_fallback, observed 2026-08-05T15:51:31.362585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.898552Z digest=sha256:e44304da37908e2af3acc17b72129a8bac76b8a60d00e89f18a78f2ac3be952a

Observation 39e0785a-fb6f-46e1-981d-c879d58b0631 · outbound

This paper cites M., Kusano, K.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation M., Kusano, K

Reference 68

Resolution
verified exact
doi, observed 2026-08-05T15:51:30.971008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.903388Z digest=sha256:5b03c3b6557db80bce0315b7cfcf82303e985d26b9ded461ec4133a055cad0fd

Observation 59bca1ea-2133-4860-82b3-12000d4fb49c · outbound

This paper cites Passenger and heavy vehicle collisions with pedestrians: assessment of injury mechanisms and risk.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Passenger and heavy vehicle collisions with pedestrians: assessment of injury mechanisms and risk

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.118430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.907853Z digest=sha256:1b2d542ce4d52c88d7e37fdc9690af5a1888bfeccf946535457f9bfc8a700c21

Observation 07e17169-015a-4d0d-89d8-ae7ec23f6a10 · outbound

This paper cites A Mechanistic Approach to Modeling Omnidirectional Motorcyclist Injury Risk.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation A Mechanistic Approach to Modeling Omnidirectional Motorcyclist Injury Risk

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.100799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.912415Z digest=sha256:ea8faca71733249377d6ed0f63b804501475882962fdba96d961839b90445b20

Observation 73233834-ccb4-4d3a-b673-ba4808d9febd · outbound

This paper cites Y., DinparastDjadid, A., & Simoiu, C.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Y., DinparastDjadid, A., & Simoiu, C

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.083584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.916810Z digest=sha256:24f0feb99e4fc1f10c84e502d819c728cee2950ea57c9a024048d535e52c8ef6

Observation 6788b354-4d03-4bf2-afff-09f64ea8f3de · outbound

This paper cites an unresolved cited work.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:51:32.067233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.921370Z digest=sha256:0ec33bb8bf041aba675a3d2b49962f4cee831f6be75156dd33bae4b94698ec8a

Observation 3d3e2962-656f-4522-b47c-1bbe5fe8eac6 · outbound

This paper cites Looking for an out: Affordances, uncertainty and collision avoidance behavior of human drivers.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Looking for an out: Affordances, uncertainty and collision avoidance behavior of human drivers

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T15:51:30.926109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:51:30.926109Z digest=sha256:89cfb78d469127ee2eb2c39347a2b881fce39bef7a11dbdf246a9bbb963081f1

Observation 8cc410f8-27cc-4948-91a8-f05fdd77930c · outbound

This paper cites Waymo simulated driving behavior in reconstructed fatal crashes within an autonomous vehicle operating domain.

From Stoplights to On-Ramps: A Comprehensive Set of Crash Rate Benchmarks for Freeway and Surface Street ADS Evaluation Waymo simulated driving behavior in reconstructed fatal crashes within an autonomous vehicle operating domain

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:51:32.050648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:51:30.930636Z digest=sha256:5ee1de43be9ff2e45a55673388ea0dd8cf72f8747c4ead5676ebfc735ad1c1d5

Pith citing papers

No inbound Pith citation observations are available.