Paper Citation Record · LEDGER

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection

As of 17 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2608.08069.

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

pith.paper-citation-record.v1
2608.08069 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:32:20.504291Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

27 of 27 outbound references displayed

verified exact5
verified fuzzy8
unresolved10
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f85451b-7210-4f43-b55e-5a0ab5e7e87a · outbound

This paper cites International Monetary Fund.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection International Monetary Fund

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:32:21.392447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d2e0fa59-ffd7-4376-bec9-e6ef6d7152cc · outbound

This paper cites URL:https://huggingface.co/deepseek-ai/DeepSeek-R1.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection URL:https://huggingface.co/deepseek-ai/DeepSeek-R1

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:32:21.376398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 12f4859a-834e-4817-a2cf-bfb3385c5b4e · outbound

This paper cites Learning to Rank Pre-trained Vision-Language Models for Downstream Tasks.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Learning to Rank Pre-trained Vision-Language Models for Downstream Tasks

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:32:21.110763Z

Source-reported events for the cited work

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Observation ce0e2137-a7e2-4a27-822e-69841c169c54 · outbound

This paper cites Decision Analytics Journal doi:10.1016/j.dajour.2024.100523.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Decision Analytics Journal doi:10.1016/j.dajour.2024.100523

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T00:32:20.413947Z

Source-reported events for the cited work

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Observation b35d8c07-c21f-4d8f-84bc-ac2ca6f1082a · outbound

This paper cites Empirical Evaluation of AI-Assisted Software Package Selection: A Knowledge Graph Approach.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Empirical Evaluation of AI-Assisted Software Package Selection: A Knowledge Graph Approach

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:32:21.009426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4fc42a47-d4ef-4bf5-a59a-facf023066fe · outbound

This paper cites arXiv preprint arXiv:2506.03013.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection arXiv preprint arXiv:2506.03013

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T00:32:20.429929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8feca4fc-f6e5-4b83-84fd-8d6ed437fd87 · outbound

This paper cites URL:https://huggingface.co/docs/hub/api.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection URL:https://huggingface.co/docs/hub/api

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:32:21.329611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bc3ddbc1-42be-40ad-bff6-d49f9aeddb99 · outbound

This paper cites URL: https://ceur-ws.org/Vol-2912/paper3.pdf.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection URL: https://ceur-ws.org/Vol-2912/paper3.pdf

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:32:21.313986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9c6eb430-b00d-4b8d-97a5-9ce6f74e4432 · outbound

This paper cites arXiv preprint arXiv:2512.11984.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection arXiv preprint arXiv:2512.11984

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-12T00:32:20.904966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 27cc81ab-ed7e-499f-91f6-b079dd5a9c3f · outbound

This paper cites Li, N., Farshidi, S., Bianchi, R., Koulouzis, S., Zhao, Z.,.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Li, N., Farshidi, S., Bianchi, R., Koulouzis, S., Zhao, Z.,

Reference 17

Resolution: verified exact; doi, observed 2026-08-12T00:32:20.562632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f419a46-de8b-442d-af78-b8f5a0b1888d · outbound

This paper cites Large Language Models: A Survey.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Large Language Models: A Survey

Reference 20

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Source-reported events for the cited work

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Observation f510ccba-09fd-4918-a338-b92ffb02054e · outbound

This paper cites URL:https://www.reddit.com/dev/api/.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection URL:https://www.reddit.com/dev/api/

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:32:21.297448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3684f160-3889-4d2e-a468-10fde43252dc · outbound

This paper cites SoftComputing-AFusionofFoundations,MethodologiesandApplicationsURL:https://www.researchsquare.com/ article/rs-709398/latest.pdf, doi:10.1007/s00500-021-06469-8.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection SoftComputing-AFusionofFoundations,MethodologiesandApplicationsURL:https://www.researchsquare.com/ article/rs-709398/latest.pdf, doi:10.1007/s00500-021-06469-8

Reference 22

Resolution: verified exact; doi, observed 2026-08-12T00:32:20.545560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff709a9a-36dc-4884-832b-cd55556f3a7e · outbound

This paper cites URL:https://api.stackexchange.com/docs.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection URL:https://api.stackexchange.com/docs

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:32:21.281583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6ac68425-f49d-4659-bf7f-62f6489de926 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection LLaMA: Open and Efficient Foundation Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T00:32:20.489194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecacc854-4d01-46bd-adc3-5fbf30fe8a16 · outbound

This paper cites A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T00:32:20.504291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f855709-edf3-44cc-a261-d66f9a309974 · outbound

This paper cites MIS quarterly , 75–105.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection MIS quarterly , 75–105

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:32:21.345529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cf3733fc-dc9b-4240-96e7-65afa240e30e · outbound

This paper cites European Journal of operational research 169, 1–29.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection European Journal of operational research 169, 1–29

Reference 2006

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:32:21.265321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 11ee625b-5567-4fdf-ad9b-1c5c302fa08b · outbound

This paper cites Physics reports 519, 1–49.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Physics reports 519, 1–49

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-12T00:32:20.465194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1071be29-a7c4-428a-b6a9-4c391cff6476 · outbound

This paper cites an unresolved cited work.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Unresolved cited work

Reference 2014

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:32:21.248132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e5ceb230-414f-43d5-b84b-319075f0be8c · outbound

This paper cites an unresolved cited work.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:32:21.360377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f6075fdb-2086-4074-bf51-2651572f7c9d · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection On the Opportunities and Risks of Foundation Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-12T00:32:20.392336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d5b7135-8a99-4f72-8904-e2d6bf59536c · outbound

This paper cites an unresolved cited work.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Unresolved cited work

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-12T00:32:20.460403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be2fb65-90f3-40d0-8f65-d52f36fdc850 · outbound

This paper cites Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T00:32:20.381014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18ad7a28-3585-4f1e-b2d5-73fb8d562274 · outbound

This paper cites Procedia Computer Science 233, 909–918.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection Procedia Computer Science 233, 909–918

Reference 2024

Resolution: verified exact; doi, observed 2026-08-12T00:32:20.579052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ac78df74-d1b3-4a6d-bc48-a422dee6147c · outbound

This paper cites ACMTransactionsonSoftwareEngineeringandMethodology34,23:1–23:35.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection ACMTransactionsonSoftwareEngineeringandMethodology34,23:1–23:35

Reference 2025

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:32:21.232107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e4d37190-d307-4c71-afc1-41387989ad89 · outbound

This paper cites URL:https://doi.org/10.17632/9kxtkvyv5m.2, doi:10.17632/9kxtkvyv5m.2.

HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection URL:https://doi.org/10.17632/9kxtkvyv5m.2, doi:10.17632/9kxtkvyv5m.2

Reference 2026

Resolution: verified exact; doi, observed 2026-08-12T00:32:20.596201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.