Paper Citation Record · LEDGER

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers

As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2506.11665.

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

pith.paper-citation-record.v1
2506.11665 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:19.304099Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

30 of 30 outbound references displayed

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unresolved4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59e746c8-d9c8-473d-9d75-4701ef3ba675 · outbound

This paper cites Interpretable machine learn- ing in healthcare.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Interpretable machine learn- ing in healthcare

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.597846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3310bc6b-8f4d-4f9c-a68c-75880953f61c · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Towards A Rigorous Science of Interpretable Machine Learning

Reference 9

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Source-reported events for the cited work

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Observation 10e51520-2511-46ab-8a1c-0a267cf2b748 · outbound

This paper cites Exploring explainability formats to aid decision-making in dairy farming systems.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Exploring explainability formats to aid decision-making in dairy farming systems

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.518742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a74746d-4fff-4362-a62c-a78f4f6f3afe · outbound

This paper cites Trustworthy versus explainable ai in autonomous vessels.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Trustworthy versus explainable ai in autonomous vessels

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.508832Z

Source-reported events for the cited work

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Observation daee18fa-c74e-4953-8666-c8a3d65225df · outbound

This paper cites The potential of explainable artificial intel- ligence in precision livestock farming.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers The potential of explainable artificial intel- ligence in precision livestock farming

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.489585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa0884a5-a0b6-4af9-a6ec-92652081149c · outbound

This paper cites Explainability as a non-functional require- ment.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Explainability as a non-functional require- ment

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.481024Z

Source-reported events for the cited work

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Observation bfe6ad5d-c346-459c-8237-880a326eb2c0 · outbound

This paper cites Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:17.643344Z

Source-reported events for the cited work

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Observation df5f52be-5981-4505-a487-fc9aba3bd4e1 · outbound

This paper cites The mythos of model interpretability: In machine learning, the concept of in- terpretability is both important and slippery.Queue, 16(3):31–57,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers The mythos of model interpretability: In machine learning, the concept of in- terpretability is both important and slippery.Queue, 16(3):31–57,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.473096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 62aa5bb9-c0d9-437e-a381-908d2f975d37 · outbound

This paper cites Explanation in artificial intelli- gence: Insights from the social sciences.Artificial intelli- gence, 267:1–38,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Explanation in artificial intelli- gence: Insights from the social sciences.Artificial intelli- gence, 267:1–38,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.464806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 49fffbc1-6fd2-458d-9ba9-fef1461968f6 · outbound

This paper cites an unresolved cited work.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:07:19.456353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a73c4e8-95d1-4c22-b838-3dfd9d5b42ce · outbound

This paper cites Desiderata for explainable ai in statistical production systems of the european central bank.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Desiderata for explainable ai in statistical production systems of the european central bank

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.447582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b8f00e3-53ff-4c02-836d-1bcb335e8089 · outbound

This paper cites Understanding the public attitudi- nal acceptance of digital farming technologies: a nation- wide survey in germany.Agriculture and Human Values, 38(1):107–128,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Understanding the public attitudi- nal acceptance of digital farming technologies: a nation- wide survey in germany.Agriculture and Human Values, 38(1):107–128,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.439295Z

Source-reported events for the cited work

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Observation 13407468-797e-428d-a43e-e0850fe6a86b · outbound

This paper cites Stakeholders in Explainable AI.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Stakeholders in Explainable AI

Reference 22

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Source-reported events for the cited work

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Observation 3e5860ac-d016-4f88-8546-0f39e0a1b78f · outbound

This paper cites Dissemi- nation of precision farming in germany: acceptance, adop- tion, obstacles, knowledge transfer and training activities.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Dissemi- nation of precision farming in germany: acceptance, adop- tion, obstacles, knowledge transfer and training activities

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.430227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fdc71258-99cd-43cc-8404-8660444543cc · outbound

This paper cites Schoonderwoerd, Wiard Jorritsma, Mark A.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Schoonderwoerd, Wiard Jorritsma, Mark A

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.409841Z

Source-reported events for the cited work

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Observation fb844296-057b-442a-b240-23d54730ed59 · outbound

This paper cites The effects of explainability and causability on perception, trust, and acceptance: Implica- tions for explainable ai.International Journal of Human- Computer Studies, 146:102551,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers The effects of explainability and causability on perception, trust, and acceptance: Implica- tions for explainable ai.International Journal of Human- Computer Studies, 146:102551,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.399500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d1513ab6-e2e8-47a2-b58c-a23449e6e7ee · outbound

This paper cites Evalu- ating xai: A comparison of rule-based and example-based explanations.Artificial Intelligence, 291:103404,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Evalu- ating xai: A comparison of rule-based and example-based explanations.Artificial Intelligence, 291:103404,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.390592Z

Source-reported events for the cited work

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Observation b9af9a4e-5482-4dc8-b382-6fec92b108ab · outbound

This paper cites How to choose an explainability method? towards a me- thodical implementation of xai in practice.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers How to choose an explainability method? towards a me- thodical implementation of xai in practice

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.380457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5f6f671-21fa-41f6-a91b-fde8d73262e7 · outbound

This paper cites Classification of explainable artificial intelligence meth- ods through their output formats.Machine Learning and Knowledge Extraction, 3(3):615–661,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Classification of explainable artificial intelligence meth- ods through their output formats.Machine Learning and Knowledge Extraction, 3(3):615–661,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.370769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4683b48a-04c4-4abf-8bf6-fbe550eae9a7 · outbound

This paper cites Springer Science & Business Media,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Springer Science & Business Media,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.360228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7386c4e-8143-4847-b030-ca40b1ece9b0 · outbound

This paper cites Analyzing and assessing ex- plainable ai models for smart agriculture environments.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Analyzing and assessing ex- plainable ai models for smart agriculture environments

Reference 1994

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.555631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29d7048e-787e-4e1b-acd6-3bb4d627d778 · outbound

This paper cites Explainable artificial intelli- gence and interpretable machine learning for agricultural data analysis.Artificial Intelligence in Agriculture, 6:257– 265,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Explainable artificial intelli- gence and interpretable machine learning for agricultural data analysis.Artificial Intelligence in Agriculture, 6:257– 265,

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.420275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ccb3e77-8ce8-43cf-986f-1674bfb82b3e · outbound

This paper cites Adoption of digital technologies in agricul- ture—an inventory in a european small-scale farming re- gion.Precision Agriculture, 24(1):68–91,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Adoption of digital technologies in agricul- ture—an inventory in a european small-scale farming re- gion.Precision Agriculture, 24(1):68–91,

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.529232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90cee8ee-c4e5-4600-8b3b-547aaca62106 · outbound

This paper cites Hu- man centricity in the relationship between explainability and trust in ai.IEEE Technology and Society Magazine, 42(4):66–76,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Hu- man centricity in the relationship between explainability and trust in ai.IEEE Technology and Society Magazine, 42(4):66–76,

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.588772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d3647b55-65fa-4678-87d1-d6be4fb66f64 · outbound

This paper cites Can requirements engineering support explainable artificial intelligence? towards a user-centric approach for explainability requirements.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Can requirements engineering support explainable artificial intelligence? towards a user-centric approach for explainability requirements

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.498473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a18c726f-0f44-4e86-96ed-6dfed515473d · outbound

This paper cites The goal question met- ric approach.Encyclopedia of software engineering, pages 528–532,.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers The goal question met- ric approach.Encyclopedia of software engineering, pages 528–532,

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.563925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2e56f4e7-f2f7-4ea1-a2ab-f7149b9f4011 · outbound

This paper cites Combin- ing machine learning and simulation modelling for better predictions of crop yield and farmer income.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Combin- ing machine learning and simulation modelling for better predictions of crop yield and farmer income

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.572026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 616130c2-4303-4486-9f91-1bca70eebb5d · outbound

This paper cites [D¨orr and Nachtmann, 2022] J¨org D¨orr and Matthias Nacht- mann.Handbook Digital Farming.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers [D¨orr and Nachtmann, 2022] J¨org D¨orr and Matthias Nacht- mann.Handbook Digital Farming

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.538894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 74520deb-84f6-4f44-a924-3427031cd08f · outbound

This paper cites Explainable ai (xai) models applied to planning in financial markets.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers Explainable ai (xai) models applied to planning in financial markets

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.580444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a94b9154-f55e-416b-8017-ca9bdacde4ac · outbound

This paper cites how can we develop explain- able systems? insights from a literature review and an in- terview study.

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers how can we develop explain- able systems? insights from a literature review and an in- terview study

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:19.546918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.