Paper Citation Record · LEDGER

Affect Models Have Weak Generalizability to Atypical Speech

As of 18 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2504.16283.

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

pith.paper-citation-record.v1
2504.16283 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:12:05.446755Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

47 of 47 outbound references displayed

verified exact2
verified fuzzy30
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f06b4fd6-70ac-49bd-9aee-93c31eb23282 · outbound

This paper cites AudioInsight: Detecting Social Contexts Relevant to Social Anxiety from Speech.

Affect Models Have Weak Generalizability to Atypical Speech AudioInsight: Detecting Social Contexts Relevant to Social Anxiety from Speech

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:12:05.639468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6eb7b7a9-3232-4b63-a14d-7913ab3fb900 · outbound

This paper cites Multilingual markers of depression in remotely collected speech samples: a prelim- inary analysis,.

Affect Models Have Weak Generalizability to Atypical Speech Multilingual markers of depression in remotely collected speech samples: a prelim- inary analysis,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.182779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 54c761e3-16f8-4fb1-ae6e-ec26774e6703 · outbound

This paper cites an unresolved cited work.

Affect Models Have Weak Generalizability to Atypical Speech Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:12:06.167154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2e9ad31-fd24-4446-9727-4c8514859417 · outbound

This paper cites Depression scale dictionary decomposition framework for multimodal automatic depression level prediction,.

Affect Models Have Weak Generalizability to Atypical Speech Depression scale dictionary decomposition framework for multimodal automatic depression level prediction,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.152123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92e4a3cc-dd83-4bd3-813e-6d1cf7ceb91e · outbound

This paper cites A VEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition,.

Affect Models Have Weak Generalizability to Atypical Speech A VEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.137676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71fd5e6a-58ad-445f-a023-78583865a338 · outbound

This paper cites A review of depression and suicide risk assessment using speech analysis,.

Affect Models Have Weak Generalizability to Atypical Speech A review of depression and suicide risk assessment using speech analysis,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.255796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7796ec71-7dd0-4981-9ab7-53fbc10a9d66 · outbound

This paper cites Deploying a robotic positive psychology coach to improve college students’ psychological well- being,.

Affect Models Have Weak Generalizability to Atypical Speech Deploying a robotic positive psychology coach to improve college students’ psychological well- being,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.111174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aeb1d38e-f553-41e3-adbc-623e36a49343 · outbound

This paper cites Improvement of public speaking skills using virtual reality: Development of a training system,.

Affect Models Have Weak Generalizability to Atypical Speech Improvement of public speaking skills using virtual reality: Development of a training system,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.096227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 709d5018-3b7b-43e1-a06c-50f187bf2acc · outbound

This paper cites Meetingcoach: An intelligent dashboard for supporting effective & inclusive meetings,.

Affect Models Have Weak Generalizability to Atypical Speech Meetingcoach: An intelligent dashboard for supporting effective & inclusive meetings,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.067020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5d0fc26d-863a-413f-8420-0ab7ef681adc · outbound

This paper cites Emowear: Exploring emotional teasers for voice message interaction on smartwatches,.

Affect Models Have Weak Generalizability to Atypical Speech Emowear: Exploring emotional teasers for voice message interaction on smartwatches,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.052331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1d1dedd7-1dd2-4bba-b10a-062892f6fc1a · outbound

This paper cites Impact of interaction context on the student affect-learning relationship in child-robot inter- action,.

Affect Models Have Weak Generalizability to Atypical Speech Impact of interaction context on the student affect-learning relationship in child-robot inter- action,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.036647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation daefe63b-6c51-4148-84e6-cb61a16f6bd5 · outbound

This paper cites Child-centric robot dialogue systems: Fine-tuning large language models for better utterance understanding and interaction,.

Affect Models Have Weak Generalizability to Atypical Speech Child-centric robot dialogue systems: Fine-tuning large language models for better utterance understanding and interaction,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.020623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0178bc4d-9d86-41be-a5e5-05921c297133 · outbound

This paper cites Methods to detect and reduce driver stress: a review,.

Affect Models Have Weak Generalizability to Atypical Speech Methods to detect and reduce driver stress: a review,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:06.004386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a108b9a0-9172-476f-ba31-fbd358b170d2 · outbound

This paper cites Dawn of the transformer era in speech emotion recognition: closing the valence gap,.

Affect Models Have Weak Generalizability to Atypical Speech Dawn of the transformer era in speech emotion recognition: closing the valence gap,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.989375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a657147-37c3-45b2-8768-38e9059110f4 · outbound

This paper cites Odyssey 2024- speech emotion recognition challenge: Dataset, baseline framework, and results,.

Affect Models Have Weak Generalizability to Atypical Speech Odyssey 2024- speech emotion recognition challenge: Dataset, baseline framework, and results,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.974577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5dd1b2d0-56d6-4899-8c3c-61a96a7481a2 · outbound

This paper cites Investigating salient representations and label variance in dimensional speech emotion analysis,.

Affect Models Have Weak Generalizability to Atypical Speech Investigating salient representations and label variance in dimensional speech emotion analysis,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.959745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cabd343f-7805-4a6e-b419-e6ad03314fb7 · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units,.

Affect Models Have Weak Generalizability to Atypical Speech Hubert: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.945209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7fb2f0e2-5ee6-414b-a213-4eca5e7b9ca2 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Affect Models Have Weak Generalizability to Atypical Speech wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.314949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d5830a-5364-43f3-98bf-3c3f9a009a5b · outbound

This paper cites Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings,.

Affect Models Have Weak Generalizability to Atypical Speech Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.319191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae8917cc-215c-41f1-9fa8-1c11c44bff2e · outbound

This paper cites IEMOCAP: Interactive emotional dyadic motion capture database,.

Affect Models Have Weak Generalizability to Atypical Speech IEMOCAP: Interactive emotional dyadic motion capture database,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.323817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe55e26d-e70e-4f81-8500-d776014f8f6c · outbound

This paper cites The Ryerson Audio-Visual Database of Emotional Speech and Song (RA VDESS): A dynamic, multimodal set of facial and vocal expressions in north american english,.

Affect Models Have Weak Generalizability to Atypical Speech The Ryerson Audio-Visual Database of Emotional Speech and Song (RA VDESS): A dynamic, multimodal set of facial and vocal expressions in north american english,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.900991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b750fd83-0cba-4e48-be75-53e394bb5a0c · outbound

This paper cites Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers.

Affect Models Have Weak Generalizability to Atypical Speech Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.332001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e0c9f8b-abfa-40ad-b6f5-0b0c4535c949 · outbound

This paper cites From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs.

Affect Models Have Weak Generalizability to Atypical Speech From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.336877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 753af263-3ec9-47f3-82b5-f30422777b83 · outbound

This paper cites A wide evalu- ation of ChatGPT on affective computing tasks,.

Affect Models Have Weak Generalizability to Atypical Speech A wide evalu- ation of ChatGPT on affective computing tasks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.884671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 54a0adbe-75e9-4f09-95ea-dbba2155d233 · outbound

This paper cites Testing correctness, fairness, and robustness of speech emo- tion recognition models,.

Affect Models Have Weak Generalizability to Atypical Speech Testing correctness, fairness, and robustness of speech emo- tion recognition models,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.868890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9e811efb-fc01-41c3-9a96-4586e4b46395 · outbound

This paper cites Bias and Fairness on Multimodal Emotion Detection Algorithms.

Affect Models Have Weak Generalizability to Atypical Speech Bias and Fairness on Multimodal Emotion Detection Algorithms

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.351877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b652fce-3e77-4365-a1bf-d818aa12240a · outbound

This paper cites Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition.

Affect Models Have Weak Generalizability to Atypical Speech Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.356971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8856338d-dda4-4fb1-af5e-4fb8d0407709 · outbound

This paper cites Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition.

Affect Models Have Weak Generalizability to Atypical Speech Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.361896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efda4c06-8beb-4983-8631-641412ee0cab · outbound

This paper cites V ocal changes common during aging proces.

Affect Models Have Weak Generalizability to Atypical Speech V ocal changes common during aging proces

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.853568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1242556f-7af6-42d7-9771-fc466185a955 · outbound

This paper cites Prevalence and etiologies of adult communication disabilities in the united states: Results from the 2012 national health interview survey,.

Affect Models Have Weak Generalizability to Atypical Speech Prevalence and etiologies of adult communication disabilities in the united states: Results from the 2012 national health interview survey,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.838297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 711fe04a-9591-43df-9d38-eeb9d4ea07f3 · outbound

This paper cites Quick statistics about voice, speech, language,.

Affect Models Have Weak Generalizability to Atypical Speech Quick statistics about voice, speech, language,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.822310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 024a6daa-1bd9-4b3d-8512-f29b2171f492 · outbound

This paper cites Community-supported shared infrastructure in support of speech acces- sibility,.

Affect Models Have Weak Generalizability to Atypical Speech Community-supported shared infrastructure in support of speech acces- sibility,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.805575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9649882b-08eb-4d61-80c8-928f8607d25f · outbound

This paper cites Switchboard: Telephone speech corpus for research and development,.

Affect Models Have Weak Generalizability to Atypical Speech Switchboard: Telephone speech corpus for research and development,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.385432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4177d5ab-93dc-46b4-af4d-2a802a099930 · outbound

This paper cites Common Voice: A Massively-Multilingual Speech Corpus.

Affect Models Have Weak Generalizability to Atypical Speech Common Voice: A Massively-Multilingual Speech Corpus

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.390226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb0bf45-3b3c-41be-a426-9c3c296dfc77 · outbound

This paper cites V oice command audios for virtual assistant,.

Affect Models Have Weak Generalizability to Atypical Speech V oice command audios for virtual assistant,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.780422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1f0f1d83-3107-463e-9f49-780588937729 · outbound

This paper cites Wav2vec2fabundle,.

Affect Models Have Weak Generalizability to Atypical Speech Wav2vec2fabundle,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.765999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bffe80de-facc-491e-ba30-3b7f1827c574 · outbound

This paper cites emotion2vec: Self-supervised pre-training for speech emotion repre- sentation,.

Affect Models Have Weak Generalizability to Atypical Speech emotion2vec: Self-supervised pre-training for speech emotion repre- sentation,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.751302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28644c78-7f46-4c0c-87ca-07d8ed1e3cce · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

Affect Models Have Weak Generalizability to Atypical Speech SpeechBrain: A General-Purpose Speech Toolkit

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.408477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4505820-4114-462d-99be-267d01f5ab45 · outbound

This paper cites GPT-4o Audio,.

Affect Models Have Weak Generalizability to Atypical Speech GPT-4o Audio,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.735103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation afe54fb4-6b99-4e2c-96ad-20572d47418a · outbound

This paper cites Rethinking Emotion Annotations in the Era of Large Language Models.

Affect Models Have Weak Generalizability to Atypical Speech Rethinking Emotion Annotations in the Era of Large Language Models

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:12:05.506788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 87d34a8b-89ca-4a45-a5cc-39da96744eca · outbound

This paper cites EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis.

Affect Models Have Weak Generalizability to Atypical Speech EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T11:12:05.421909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55e71dd8-2261-4789-83f5-7c657c2cf56f · outbound

This paper cites Switchboard-affect: Emotion perception labels from conversational speech,.

Affect Models Have Weak Generalizability to Atypical Speech Switchboard-affect: Emotion perception labels from conversational speech,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.717482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7bb865a5-9b15-480b-983a-f72584b8c0b4 · outbound

This paper cites Affect detection: An interdisciplinary review of models, methods, and their applications,.

Affect Models Have Weak Generalizability to Atypical Speech Affect detection: An interdisciplinary review of models, methods, and their applications,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.701946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e97df76f-4d01-4bcd-b7e2-b81b7d7c2ccb · outbound

This paper cites V oice quality dimensions as interpretable primitives for speaking style for atypical speech and affect.

Affect Models Have Weak Generalizability to Atypical Speech V oice quality dimensions as interpretable primitives for speaking style for atypical speech and affect

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.687010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c5db1dee-88ca-423c-9e03-5598010a83b8 · outbound

This paper cites Guidelines for assessing and minimizing risks of emotion recognition applications,.

Affect Models Have Weak Generalizability to Atypical Speech Guidelines for assessing and minimizing risks of emotion recognition applications,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.672033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2719d367-780d-4df2-84b8-998dcd570c82 · outbound

This paper cites ReCANV o: A database of real-world communicative and affective nonverbal vocalizations,.

Affect Models Have Weak Generalizability to Atypical Speech ReCANV o: A database of real-world communicative and affective nonverbal vocalizations,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:12:05.655387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 42d4cf89-dc66-417b-88f2-6ab1d5d1761d · outbound

This paper cites an unresolved cited work.

Affect Models Have Weak Generalizability to Atypical Speech Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:12:06.081807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.