Paper Citation Record · LEDGER

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions

As of 22 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2604.11730.

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

pith.paper-citation-record.v1
2604.11730 v4

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T21:47:26.142042Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T03:10:38.745341Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c63bdf0-7c89-4fba-a0fe-dc924419e747 · outbound

This paper cites Clustering Areal Units at Multiple Levels of Resolution to Model Crime in Philadelphia.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Clustering Areal Units at Multiple Levels of Resolution to Model Crime in Philadelphia

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23b6a2e2-a9d1-4d7f-bdbd-8df69277d3b2 · outbound

This paper cites an unresolved cited work.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 566f3ec1-580c-4869-8646-2dbc4b83c099 · outbound

This paper cites B., Lijoi, A., Pr¨ unster, I., and Rodr´ ıguez, A.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions B., Lijoi, A., Pr¨ unster, I., and Rodr´ ıguez, A

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a6938fb-7af1-4e71-9301-98c33b2b7478 · outbound

This paper cites an unresolved cited work.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d97fa99-89ad-4289-8208-f15cedf45b5f · outbound

This paper cites an unresolved cited work.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22100773-c6fb-4ac1-937f-7659cbb05d2b · outbound

This paper cites and D’Angelo, L.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions and D’Angelo, L

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cb82d11-4e15-41e5-848c-2d823b07536a · outbound

This paper cites an unresolved cited work.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fc34133-0aea-4b76-a96c-cf4ba0039c61 · outbound

This paper cites Miller, J.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Miller, J

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d28c2e41-c7ec-4ee8-b763-1e9b6b8da245 · outbound

This paper cites B., and Gelfand, A.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions B., and Gelfand, A

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bbf2ade-a340-4aaf-b2b6-1adfdf594764 · outbound

This paper cites Posterior Distribution for the Number of Clusters in Dirichlet Process Mixture Models.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Posterior Distribution for the Number of Clusters in Dirichlet Process Mixture Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f426ad5-c8ee-4269-8068-ee36413abfa0 · outbound

This paper cites an unresolved cited work.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24542c2a-bdb6-4df1-8e82-4ba2fa911029 · outbound

This paper cites an unresolved cited work.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db3681d6-2872-4c81-af2d-a58c68f7b9da · outbound

This paper cites an unresolved cited work.

Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T21:47:26.142042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 667f7e2c-ed4f-4fb7-aaad-5ed1598c46b4 · inbound

SVF-CR: Synchronized Visual-Facial Cross-Refinement for Multimodal Ambivalence and Hesitancy Recognition cites this paper.

SVF-CR: Synchronized Visual-Facial Cross-Refinement for Multimodal Ambivalence and Hesitancy Recognition Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T03:10:38.745341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.