Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:19.304099Z
Paper Citation Record · LEDGER
Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers
As of 14 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
30 of 30 outbound references displayed
- verified exact0
- verified fuzzy26
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
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 2026-08-14T06:32:32.682623+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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:16.914812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 2026-08-14T06:32:32.682623+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
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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 2026-08-14T06:32:32.682623+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
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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
Unavailable: canonical work link unavailable.
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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:07:18.268132Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 2026-08-14T06:32:32.682623+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
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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 2026-08-14T06:32:32.682623+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
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
No inbound Pith citation observations are available.