Paper Citation Record · LEDGER

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns

As of 23 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2411.15405.

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

pith.paper-citation-record.v1
2411.15405 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:27:16.421898Z

measured 10 of 10 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 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

10 of 10 outbound references displayed

verified exact1
verified fuzzy5
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fcde8f35-e40d-49e0-aefe-d613a15dcc53 · outbound

This paper cites an unresolved cited work.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:27:16.558018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 00f2fbb8-e08e-4e6f-a8e7-e5af174ff6b9 · outbound

This paper cites an unresolved cited work.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:27:16.592882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c9885df8-3433-4d77-ab47-6f4e379929a4 · outbound

This paper cites Loss Difference.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns Loss Difference

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:27:16.609597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 621d888c-97f2-4d93-ba9b-be138b45d3e7 · outbound

This paper cites an unresolved cited work.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:27:16.525381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 50aa9bca-ae30-4ca6-91e2-505126dc7c0e · outbound

This paper cites Agree” = agreeableness, “Cons.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns Agree” = agreeableness, “Cons

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:27:16.541978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 481720c7-d3b6-4aff-8dd8-63489646fba4 · outbound

This paper cites C., Bazarova, N.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns C., Bazarova, N

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:27:16.479518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 775a2244-1f01-49e2-ba70-3d72c10fc6ba · outbound

This paper cites disagreeables.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns disagreeables

Reference 214

Resolution: unresolved; no resolver link, observed 2026-08-12T14:27:16.408913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e204c2ed-df14-47dd-ab5b-c4179a0cc35a · outbound

This paper cites Big Five.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns Big Five

Reference 877

Resolution: verified exact; doi, observed 2026-08-12T14:27:16.462531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c495cf62-6a49-457d-a7d5-3d6ae2337163 · outbound

This paper cites black box.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns black box

Reference 1991

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:27:16.509211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a7e98f2d-29cd-454a-9a4a-8389a3d8ef62 · outbound

This paper cites However, the other Big-5 personality traits have also been tied to communication behaviors.

ML-SPEAK: A Theory-Guided Machine Learning Method for Studying and Predicting Conversational Turn-taking Patterns However, the other Big-5 personality traits have also been tied to communication behaviors

Reference 2006

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:27:16.575038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.