Paper Citation Record · LEDGER

Bias and Identifiability in the Bounded Confidence Model

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.11751.

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

pith.paper-citation-record.v1
2506.11751 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:11:11.066278Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

38 of 38 outbound references displayed

verified exact5
verified fuzzy25
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2bf81af-d7fb-4855-b0db-1fce6433b002 · outbound

This paper cites Modeling agent decision and behavior in the light of data science and artificial intelligence.Environmental Modelling & Software, 166:105713, 2023.

Bias and Identifiability in the Bounded Confidence Model Modeling agent decision and behavior in the light of data science and artificial intelligence.Environmental Modelling & Software, 166:105713, 2023

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.967766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 008069c4-ac28-4b32-97b6-ffd130ee69cd · outbound

This paper cites Efficient calibration of multi-agent simulation models from output series with bayesian optimization.

Bias and Identifiability in the Bounded Confidence Model Efficient calibration of multi-agent simulation models from output series with bayesian optimization

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.957668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0708b963-15c7-4d93-9c54-8b6fa8331a1a · outbound

This paper cites Bounded confidence opinion dynamics: A survey.Automatica, 159:111302, January 2024.

Bias and Identifiability in the Bounded Confidence Model Bounded confidence opinion dynamics: A survey.Automatica, 159:111302, January 2024

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:07.110677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fad7eb18-7b6f-4450-af33-710e3c68e7fd · outbound

This paper cites A computational approach to identifiability analysis for a model of the propagation and control of COVID-19 in Chile.Journal of Biological Dynamics, 17(1):2256774, December 2023.

Bias and Identifiability in the Bounded Confidence Model A computational approach to identifiability analysis for a model of the propagation and control of COVID-19 in Chile.Journal of Biological Dynamics, 17(1):2256774, December 2023

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:11:12.392165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 448b25dc-2df0-43de-aab9-60c7d48d65e4 · outbound

This paper cites Why we are failing at connecting opinion dynamics to the empirical world.Review of Artificial Societies and Social Simulations, 2023.

Bias and Identifiability in the Bounded Confidence Model Why we are failing at connecting opinion dynamics to the empirical world.Review of Artificial Societies and Social Simulations, 2023

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.947582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f92b9965-7133-430a-9b4d-7ea8fba4bf12 · outbound

This paper cites Mapping the global opinion space to explain anti-vaccine attraction.Scientific reports, 12(1):6188, 2022.

Bias and Identifiability in the Bounded Confidence Model Mapping the global opinion space to explain anti-vaccine attraction.Scientific reports, 12(1):6188, 2022

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.937826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5222f14f-2d50-447a-9b36-d1c8c96d7509 · outbound

This paper cites No free lunch when estimating simulation parameters.Journal of Artificial Societies and Social Simulation, 24(2), 2021.

Bias and Identifiability in the Bounded Confidence Model No free lunch when estimating simulation parameters.Journal of Artificial Societies and Social Simulation, 24(2), 2021

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.927254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54755f4c-cf92-4421-9290-1f16455b9fe8 · outbound

This paper cites Berger.Statistical inference, volume 2.

Bias and Identifiability in the Bounded Confidence Model Berger.Statistical inference, volume 2

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.916667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70c028d4-d171-4d48-8677-b8e9f1a65b96 · outbound

This paper cites Castellano, S.

Bias and Identifiability in the Bounded Confidence Model Castellano, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.906435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b50467a-4c00-4c56-aa0d-bdc009382c9c · outbound

This paper cites The frontier of simulation-based inference.Proceedings of the National Academy of Sciences, 117(48):30055–30062, December 2020.

Bias and Identifiability in the Bounded Confidence Model The frontier of simulation-based inference.Proceedings of the National Academy of Sciences, 117(48):30055–30062, December 2020

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:07.724268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f1072f7-ecd5-4459-af2b-802e245ff69c · outbound

This paper cites Comparing extremism propagation patterns in continuous opinion models.Journal of Artificial Societies and Social Simulation, 9(3), 2006.

Bias and Identifiability in the Bounded Confidence Model Comparing extremism propagation patterns in continuous opinion models.Journal of Artificial Societies and Social Simulation, 9(3), 2006

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.896433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41645f7b-ce2d-443d-8bf6-d372b7818a3a · outbound

This paper cites Mixing beliefs among interacting agents.Advances in Complex Systems, 3(01n04):87–98, 2000.

Bias and Identifiability in the Bounded Confidence Model Mixing beliefs among interacting agents.Advances in Complex Systems, 3(01n04):87–98, 2000

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.886853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5b0b129-7319-46da-807f-edaba6299a93 · outbound

This paper cites How can extremism prevail? a study based on the relative agreement interaction model.Journal of artificial societies and social simulation, 5(4), 2002.

Bias and Identifiability in the Bounded Confidence Model How can extremism prevail? a study based on the relative agreement interaction model.Journal of artificial societies and social simulation, 5(4), 2002

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.874700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 397a2f5c-74ab-4a80-a767-0fc76400dd60 · outbound

This paper cites Analysis of mean- field approximation for deffuant opinion dynamics on networks.SIAM Journal on Applied Mathematics, 83: 436–459, 04 2023.

Bias and Identifiability in the Bounded Confidence Model Analysis of mean- field approximation for deffuant opinion dynamics on networks.SIAM Journal on Applied Mathematics, 83: 436–459, 04 2023

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.865038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd817027-4269-4393-b8fd-b25621ed37e7 · outbound

This paper cites Assessing the safety of (numerical) representation in social simulation.

Bias and Identifiability in the Bounded Confidence Model Assessing the safety of (numerical) representation in social simulation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.854748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0318c46f-cfb0-477b-872a-81447e25700a · outbound

This paper cites Ferguson.

Bias and Identifiability in the Bounded Confidence Model Ferguson

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.844614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 64d575ef-9d8c-4951-be0e-c493692876da · outbound

This paper cites Rasch Models.

Bias and Identifiability in the Bounded Confidence Model Rasch Models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.834255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 929326c7-eefa-40cb-bd8d-5727835551e8 · outbound

This paper cites Models of Social Influence: Towards the Next Frontiers.Journal of Artificial Societies and Social Simulation, 20(4):2, 2017.

Bias and Identifiability in the Bounded Confidence Model Models of Social Influence: Towards the Next Frontiers.Journal of Artificial Societies and Social Simulation, 20(4):2, 2017

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.824262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99c16637-3398-4b19-a9aa-2924397c67cf · outbound

This paper cites Lack of practical identifiability may hamper reliable predictions in COVID-19 epidemic models.Science Advances, 8(3):eabg5234, January 2022.

Bias and Identifiability in the Bounded Confidence Model Lack of practical identifiability may hamper reliable predictions in COVID-19 epidemic models.Science Advances, 8(3):eabg5234, January 2022

Reference 19

Resolution: verified exact; doi, observed 2026-08-07T04:11:11.968062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c417773-5fda-4104-a5f6-fed350b72d05 · outbound

This paper cites The bounded confidence model of opinion dynamics.Mathematical Models and Methods in Applied Sciences, 22(02):1150007, 2012.

Bias and Identifiability in the Bounded Confidence Model The bounded confidence model of opinion dynamics.Mathematical Models and Methods in Applied Sciences, 22(02):1150007, 2012

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.813836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94b00898-cb01-4db7-879d-a22c3e021604 · outbound

This paper cites Hegselmann and U.

Bias and Identifiability in the Bounded Confidence Model Hegselmann and U

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.802264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0fa5358f-6d63-4e4f-9e32-ccfd59dd7461 · outbound

This paper cites an unresolved cited work.

Bias and Identifiability in the Bounded Confidence Model Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:11:18.791117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1888c816-968f-4370-8ddd-6af8080ba9d7 · outbound

This paper cites On parameter identifiability in network-based epidemic models.

Bias and Identifiability in the Bounded Confidence Model On parameter identifiability in network-based epidemic models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:11:12.183960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 67cb20ec-db72-4141-af5b-087e8af2a227 · outbound

This paper cites Simulation Intelligence: Towards a New Generation of Scientific Methods.

Bias and Identifiability in the Bounded Confidence Model Simulation Intelligence: Towards a New Generation of Scientific Methods

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:09.113478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ebb272-3fc6-43f6-8e0b-7672879cade7 · outbound

This paper cites an unresolved cited work.

Bias and Identifiability in the Bounded Confidence Model Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:09.214458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d9bd48-11a5-414e-9fa5-567007b3b83b · outbound

This paper cites Likelihood-Based Methods Improve Pa- rameter Estimation in Opinion Dynamics Models.

Bias and Identifiability in the Bounded Confidence Model Likelihood-Based Methods Improve Pa- rameter Estimation in Opinion Dynamics Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:09.356119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8c0c7ac-6a04-4f0c-b307-569881c043ae · outbound

This paper cites Variational Inference of Parameters in Opinion Dynamics Models.arXiv, 2024.

Bias and Identifiability in the Bounded Confidence Model Variational Inference of Parameters in Opinion Dynamics Models.arXiv, 2024

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T04:11:11.782447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e259715a-4409-48bd-85d0-e6a7dbc31c09 · outbound

This paper cites Unbiased estimators of ability parameters, of their variance, and of their parallel-forms reliability.Psychometrika, 48(2):233–245, 1983.

Bias and Identifiability in the Bounded Confidence Model Unbiased estimators of ability parameters, of their variance, and of their parallel-forms reliability.Psychometrika, 48(2):233–245, 1983

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.780729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 097f18b7-8107-48fa-a583-dcbe23816d6f · outbound

This paper cites Continuous Opinion Dynamics under Bounded Confidence: A Survey.International Journal of Modern Physics C, 18(12):1819–1838, December 2007.

Bias and Identifiability in the Bounded Confidence Model Continuous Opinion Dynamics under Bounded Confidence: A Survey.International Journal of Modern Physics C, 18(12):1819–1838, December 2007

Reference 29

Resolution: verified exact; doi, observed 2026-08-07T04:11:11.410940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e641072e-396a-41c9-be2e-f422ebc3a47a · outbound

This paper cites Learning opinion dynamics from social traces.

Bias and Identifiability in the Bounded Confidence Model Learning opinion dynamics from social traces

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:18.768302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84873e6c-9756-45a6-8ce0-1ebb2c67939a · outbound

This paper cites On learning agent-based models from data.Scientific Reports, 13(1):9268, June 2023.

Bias and Identifiability in the Bounded Confidence Model On learning agent-based models from data.Scientific Reports, 13(1):9268, June 2023

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:13.932155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6128dd94-013a-46d1-9477-9fc90f296cff · outbound

This paper cites The unequal effects of the health–economy trade-off during the covid-19 pandemic.Nature Human Behaviour, 8(2):264–275, 2024.

Bias and Identifiability in the Bounded Confidence Model The unequal effects of the health–economy trade-off during the covid-19 pandemic.Nature Human Behaviour, 8(2):264–275, 2024

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:13.452320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ae78b65-a343-4669-bf3e-f4016cf801c4 · outbound

This paper cites A comparison of economic agent-based model calibration methods.Journal of Economic Dynamics and Control, 113:103859, 2020.

Bias and Identifiability in the Bounded Confidence Model A comparison of economic agent-based model calibration methods.Journal of Economic Dynamics and Control, 113:103859, 2020

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:13.165928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f76bc8ef-14d1-42de-a26c-98c82809a0ed · outbound

This paper cites Robin, Jaime Cascante-Vega, Jeffrey Shaman, and Sen Pei.

Bias and Identifiability in the Bounded Confidence Model Robin, Jaime Cascante-Vega, Jeffrey Shaman, and Sen Pei

Reference 34

Resolution: malformed identifier; no resolver link, observed 2026-08-07T04:11:10.489055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d8ef2b5-fcd1-4653-aeb6-cd3fa205ae0e · outbound

This paper cites Smaldino, Deyshawn Moser, and Agostino Merico.

Bias and Identifiability in the Bounded Confidence Model Smaldino, Deyshawn Moser, and Agostino Merico

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:12.940760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc7b5737-e256-4262-bf1d-27ee9e1da31e · outbound

This paper cites Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, St´ efan J.

Bias and Identifiability in the Bounded Confidence Model Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, St´ efan J

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:10.811206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 124f6fcb-ce47-409b-b3ad-b786d1abf541 · outbound

This paper cites On structural and practical identifiability.Current Opinion in Systems Biology, 25:60–69, 2021.

Bias and Identifiability in the Bounded Confidence Model On structural and practical identifiability.Current Opinion in Systems Biology, 25:60–69, 2021

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:12.732910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51218770-ffb0-4bdd-94c1-2b92b68eb096 · outbound

This paper cites Empirical validation of agent-based models: Alterna- tives and prospects.Journal of Artificial Societies and Social Simulation, 10(2):8, 2007.

Bias and Identifiability in the Bounded Confidence Model Empirical validation of agent-based models: Alterna- tives and prospects.Journal of Artificial Societies and Social Simulation, 10(2):8, 2007

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:12.591838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.