Paper Citation Record · LEDGER

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories

As of 20 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2508.05148.

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

pith.paper-citation-record.v1
2508.05148 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:35:45.354692Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy27
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9906a44-6893-48d9-8d50-912430150cf6 · outbound

This paper cites Autonomous biomimetic solid dispensing using a dual-arm robotic manipulator,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Autonomous biomimetic solid dispensing using a dual-arm robotic manipulator,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:51.438974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7b41d263-f479-4b79-b186-7fea73f614de · outbound

This paper cites Self- driving laboratories for chemistry and materials science,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Self- driving laboratories for chemistry and materials science,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:51.249603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 70c13265-e3fe-487a-bf05-2e2d0be9a6c6 · outbound

This paper cites A mobile robotic chemist,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories A mobile robotic chemist,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:51.102838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 474d5b90-3f12-4578-b717-f290fee83dc4 · outbound

This paper cites Ar- chemist: Autonomous robotic chemistry system architecture,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Ar- chemist: Autonomous robotic chemistry system architecture,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:50.929919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec7d3602-0934-4336-8ab3-b0f4ba641a28 · outbound

This paper cites Autonomous mobile robots for exploratory synthetic chemistry,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Autonomous mobile robots for exploratory synthetic chemistry,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:50.740378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 81f1e26e-acd0-4316-b4ca-ed463f3e0249 · outbound

This paper cites Steering towards safe self-driving laboratories,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Steering towards safe self-driving laboratories,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:50.562385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd59988b-4794-42e9-83cf-4535e02654ad · outbound

This paper cites Humans and automation: Use, misuse, disuse, abuse,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Humans and automation: Use, misuse, disuse, abuse,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:50.355137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e6fbad5-c741-4aeb-a623-83325bf4b81d · outbound

This paper cites Toward a theory of situation awareness in dynamic systems,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Toward a theory of situation awareness in dynamic systems,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:50.175657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa4ed27c-4a19-4c82-82b3-27378e287e75 · outbound

This paper cites Cognitive load theory,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Cognitive load theory,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:49.931203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6413b723-0653-43ec-9574-5023029d37fc · outbound

This paper cites Ironies of automation,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Ironies of automation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:49.715343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0eacd56c-3dab-444a-8a1e-233b9e37f883 · outbound

This paper cites Real-time detection of personal protective equipment violations for construc- tion workers using semisupervised learning and video clips,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Real-time detection of personal protective equipment violations for construc- tion workers using semisupervised learning and video clips,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:49.541619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c14dff8-e15e-4fdb-a47d-5d031aa028e6 · outbound

This paper cites Generic compliance of industrial ppe by using deep learning techniques,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Generic compliance of industrial ppe by using deep learning techniques,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:49.372313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2faa3fda-d453-4ec0-bd37-3ffec9907a9d · outbound

This paper cites an unresolved cited work.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:35:49.148740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae039758-1b12-43e0-8bff-9d3e522ef59c · outbound

This paper cites Prudent practices in the laboratory: handling and management of chemical hazards, updated version,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Prudent practices in the laboratory: handling and management of chemical hazards, updated version,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:48.983485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 870b7fdc-487c-4c34-bf51-b57116a8d8f5 · outbound

This paper cites an unresolved cited work.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:35:48.731851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d357bca-4ea3-439b-8c6c-c4c0002b3f1a · outbound

This paper cites Recent development in fire suppression systems,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Recent development in fire suppression systems,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:48.521985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4f23599a-9d23-4654-b716-ed286ba5e73c · outbound

This paper cites Real-time personal protective equipment (ppe) detection using yolov4 and tensorflow,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Real-time personal protective equipment (ppe) detection using yolov4 and tensorflow,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:48.316877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ae3e7e0-d02b-454d-89a7-75e1578c3526 · outbound

This paper cites Deep learning for site safety: Real-time detection of personal protective equipment,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Deep learning for site safety: Real-time detection of personal protective equipment,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:48.075973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b9c1c7f-f9ed-4fa6-9f8f-2fc8a1cafa45 · outbound

This paper cites Ppe detector: a yolo-based archi- tecture to detect personal protective equipment (ppe) for construction sites,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Ppe detector: a yolo-based archi- tecture to detect personal protective equipment (ppe) for construction sites,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:47.862095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5754e051-6cbc-4b6b-a3d8-2604072dddea · outbound

This paper cites Mobile passive radio frequency identification (rfid) portal for automated and rapid control of personal protective equipment (ppe) on construction sites,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Mobile passive radio frequency identification (rfid) portal for automated and rapid control of personal protective equipment (ppe) on construction sites,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:47.626913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1bfa0087-9363-4ed5-b312-223a60661346 · outbound

This paper cites Real-time personal protective equipment monitoring system,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Real-time personal protective equipment monitoring system,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:47.421411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a70e1e41-e2a0-4a25-87ef-60cfd5290816 · outbound

This paper cites Ppe compliance detection using artificial intelligence in learning factories,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Ppe compliance detection using artificial intelligence in learning factories,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:47.229320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f3bcb524-e87a-44f9-aaa3-9758f466609d · outbound

This paper cites A smart system for personal protective equipment detection in industrial environments based on deep learning at the edge,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories A smart system for personal protective equipment detection in industrial environments based on deep learning at the edge,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:46.979854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 561e3687-a183-4818-a621-a9038f242634 · outbound

This paper cites Development of early fire detection model for buildings using computer vision-based cctv,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Development of early fire detection model for buildings using computer vision-based cctv,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:46.798935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6277aa48-a7d0-4e0b-8219-084d8bb6d342 · outbound

This paper cites Development and evaluation of a vision-based transfer learning approach for indoor fire and smoke detection,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Development and evaluation of a vision-based transfer learning approach for indoor fire and smoke detection,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:46.610555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba325255-3413-4648-8f98-fdc1040d703e · outbound

This paper cites Affordance-based human–robot interaction with reinforcement learning,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Affordance-based human–robot interaction with reinforcement learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:46.408234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6e8e26e2-0f42-4999-af10-de9f69142ec5 · outbound

This paper cites Learning to bag with a simulation-free reinforcement learning framework for robots,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Learning to bag with a simulation-free reinforcement learning framework for robots,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:46.166680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8919f9b6-033f-496d-a075-a739cf38fb8c · outbound

This paper cites Context-sensitive personalities and behaviors for robots,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Context-sensitive personalities and behaviors for robots,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:45.892474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5cba6a3d-8e61-48a9-b744-db7a06b438a0 · outbound

This paper cites Deep reinforcement learning with explicit context representation,.

Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories Deep reinforcement learning with explicit context representation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:35:45.559965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.