Paper Citation Record · LEDGER

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System

As of 20 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2412.16172.

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

pith.paper-citation-record.v1
2412.16172 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:43:47.470360Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy16
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f992347f-5345-467d-8a23-7092666b78bc · outbound

This paper cites Advantages of early adoption of LabVIEW as industry-standard software in academia,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Advantages of early adoption of LabVIEW as industry-standard software in academia,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.686780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 744dac8b-e6bd-4684-b4ec-57c541ac8669 · outbound

This paper cites Ask or tell: An empirical study on modeling challenges from LabVIEW community,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Ask or tell: An empirical study on modeling challenges from LabVIEW community,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.678332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 697aab45-f271-4e3e-9fc1-aac53faed725 · outbound

This paper cites LabVIEW,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System LabVIEW,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.668974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b29a6468-42f5-4d0f-a0a0-c912fd3f334a · outbound

This paper cites The MathWorks, “MATLAB,” Natick, Massachusetts, 2024.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System The MathWorks, “MATLAB,” Natick, Massachusetts, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.660394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e3db8bd0-9e15-4902-ae41-538327a17e59 · outbound

This paper cites Comparative study about data speed acquisition and recording in a MySQL database of LabVIEW, MATLAB and Python programming languages,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Comparative study about data speed acquisition and recording in a MySQL database of LabVIEW, MATLAB and Python programming languages,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.651106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62399dc6-e2c8-4174-aea2-e5c0ce610895 · outbound

This paper cites Performance comparison of instrument automation pipelines using different programming languages,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Performance comparison of instrument automation pipelines using different programming languages,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.640762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f5ff1c9b-1d28-4876-b317-4a471d877d8d · outbound

This paper cites Development of Python- Based Applications for Virtual Instrument Control Using PyQt5, PyVISA, and SCPI Protocol,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Development of Python- Based Applications for Virtual Instrument Control Using PyQt5, PyVISA, and SCPI Protocol,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.629731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1d0637b0-86a7-4204-9bd0-2b169beb5fb1 · outbound

This paper cites SwiftVISA: Controlling Instrumentation with a Swift-based Implementation of the VISA Communication Protocol,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System SwiftVISA: Controlling Instrumentation with a Swift-based Implementation of the VISA Communication Protocol,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.612371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 857411e0-ea44-4137-87d7-d3d981bc909c · outbound

This paper cites Language models are few- shot learners,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Language models are few- shot learners,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.598303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9e4f06d8-4525-4750-87c6-cd08425f06da · outbound

This paper cites Executable code actions elicit better LLM agents,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Executable code actions elicit better LLM agents,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.586836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0314a5e2-0b21-4c85-8218-23614ee85bf8 · outbound

This paper cites From text to test: AI-generated control software for materials science instruments,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System From text to test: AI-generated control software for materials science instruments,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.575331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 06c082e3-075e-4847-942f-192fb47a245d · outbound

This paper cites Toolformer: Language models can teach themselves to use tools,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Toolformer: Language models can teach themselves to use tools,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.565537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e33021b7-80a9-4d71-bed4-9cb13bc111d9 · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Gorilla: Large Language Model Connected with Massive APIs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T20:43:47.452192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 115f69dd-56bb-445f-87b3-4cc3d1200615 · outbound

This paper cites LLM With Tools: A Survey.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System LLM With Tools: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T20:43:47.455964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b6e5365-436e-4926-870a-cf94775a9937 · outbound

This paper cites Virtual Instrument Software Architecture Specifica- tion,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Virtual Instrument Software Architecture Specifica- tion,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.555403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 904007c1-d8c2-4b6f-b6ea-e2a37bc773bc · outbound

This paper cites Standard Commands for Programmable Instruments (SCPI), V olume 1: Syntax and Style,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Standard Commands for Programmable Instruments (SCPI), V olume 1: Syntax and Style,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.543731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2b21dd4d-0f3e-4c04-80bf-da5f7f0be00a · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts,.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Lost in the Middle: How Language Models Use Long Contexts,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.532795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f65ec96b-77a5-4c2c-9eee-746578dcae91 · outbound

This paper cites Why does the effective context length of LLMs fall short?.

LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Why does the effective context length of LLMs fall short?

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:43:47.521307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.