Paper Citation Record · LEDGER

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts

As of 9 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2603.28919.

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

pith.paper-citation-record.v1
2603.28919 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T16:04:03.659837Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 348186af-9da4-4b35-b768-cb4e565dd849 · outbound

This paper cites The marginal value of momentum for small learning rate SGD.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts The marginal value of momentum for small learning rate SGD

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20825933-a9e3-4593-b9aa-57c1f0bee8d4 · outbound

This paper cites Deep residual learning for image recognition.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Deep residual learning for image recognition

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

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Observation fd97828f-68bb-4ca8-a6a1-a0558726bbbf · outbound

This paper cites Adaptive Momentum and Nonlinear Damping for Neural Network Training.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Adaptive Momentum and Nonlinear Damping for Neural Network Training

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

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Observation 936b5ce1-b193-463b-be2d-efbf54d8c566 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Adam: A Method for Stochastic Optimization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f2ec07-a3c2-4856-8923-20c4fdf3b528 · outbound

This paper cites Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, et al.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, et al

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d34d4a-c63f-4e30-bdc8-9bd3c34b18e1 · outbound

This paper cites Learning multiple layers of features from tiny images.Technical report, Univer- sity of Toronto, 2009.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Learning multiple layers of features from tiny images.Technical report, Univer- sity of Toronto, 2009

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56bbaa05-61f9-433d-bafb-b7233fa1caa0 · outbound

This paper cites Chen, Fahim Tajwar, Ananya Kumar, Huaxiu Yao, Percy Liang, and Chelsea Finn.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Chen, Fahim Tajwar, Ananya Kumar, Huaxiu Yao, Percy Liang, and Chelsea Finn

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb38175f-f59b-4a8e-b58a-b08ecca7424b · outbound

This paper cites Decoupled Weight Decay Regularization.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Decoupled Weight Decay Regularization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d31d3994-32e5-4b9d-a27f-cd686bdb4921 · outbound

This paper cites Locating and editing factual associations in GPT.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Locating and editing factual associations in GPT

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f0f4e07-e585-4e77-a744-6c054025cb70 · outbound

This paper cites Mass-editing memory in a transformer.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Mass-editing memory in a transformer

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

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Observation b636c89d-25fd-48f7-997b-f77453199dcd · outbound

This paper cites A method for solving the convex programming problem with convergence rate O(1/k2).Proceedings of the USSR Academy of Sciences, 269:543–547, 1983.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts A method for solving the convex programming problem with convergence rate O(1/k2).Proceedings of the USSR Academy of Sciences, 269:543–547, 1983

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef75c4f-5159-4890-b8a5-79ad2a849db9 · outbound

This paper cites an unresolved cited work.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

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Unavailable: canonical work link unavailable.

Observation 95456ff0-0ae5-4f31-aedd-6493b78162ad · outbound

This paper cites On the momentum term in gradient descent learning algorithms.Neural Networks, 12(1):145–151, 1999.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts On the momentum term in gradient descent learning algorithms.Neural Networks, 12(1):145–151, 1999

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

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Observation 86d456b8-59c8-4405-b062-3388a2c17139 · outbound

This paper cites Du, Michael I.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Du, Michael I

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84a93db-d622-437a-8259-dc68a854c230 · outbound

This paper cites Cyclical Learning Rates for Training Neural Networks.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Cyclical Learning Rates for Training Neural Networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ff4a2a1-924b-45a0-b6af-88f318a261bb · outbound

This paper cites Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd805053-b28a-4316-80a4-44773fde2c24 · outbound

This paper cites Smith and Nicholay Topin.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Smith and Nicholay Topin

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

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Observation 755c7efb-364f-4b74-9cb9-bc036a177843 · outbound

This paper cites an unresolved cited work.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

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Observation 10ab34f8-e796-4199-8dc8-a78e668f6dc5 · outbound

This paper cites On the importance of initial- ization and momentum in deep learning.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts On the importance of initial- ization and momentum in deep learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

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Observation 810dc0b8-3fa5-444a-aa3b-c7425e30aa97 · outbound

This paper cites Wilson, Rebecca Roelofs, Mitchell Stern, Nathan Srebro, and Benjamin Recht.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Wilson, Rebecca Roelofs, Mitchell Stern, Nathan Srebro, and Benjamin Recht

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3f6195-f995-4cd8-b17c-27b973712509 · outbound

This paper cites Hierarchical alignment: Surgical fine-tuning via functional layer specialization in large language models.arXiv preprint arXiv:2510.12044, 2025.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Hierarchical alignment: Surgical fine-tuning via functional layer specialization in large language models.arXiv preprint arXiv:2510.12044, 2025

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

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Unavailable: canonical work link unavailable.

Observation a7e97ba6-73e4-4bb9-8dbd-972fe09300d2 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Why That Robot? A Qualitative Analysis of Justification Strategies for Robot Color Selection Across Occupational Contexts Representation Engineering: A Top-Down Approach to AI Transparency

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T16:04:03.659837Z

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Pith citing papers

No inbound Pith citation observations are available.