Paper Citation Record · LEDGER

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection

As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.25543.

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

pith.paper-citation-record.v1
2607.25543 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:09:53.574402Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d21954bb-20e7-42de-827a-6a987fd1a145 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations.Advances in neural information processing sys- tems, 33:12449–12460,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations.Advances in neural information processing sys- tems, 33:12449–12460,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:48.857900Z

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Unavailable: canonical work link unavailable.

Observation a06f07ba-eca7-4568-ac37-7e6dc86b4530 · outbound

This paper cites Insid3: Training-free in-context segmentation with dinov3.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Insid3: Training-free in-context segmentation with dinov3

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.437054Z

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Observation 049baba8-b829-41e1-841a-4a80ac54c9d7 · outbound

This paper cites Pia: Deepfake detection using phoneme-temporal and identity-dynamic analysis.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Pia: Deepfake detection using phoneme-temporal and identity-dynamic analysis

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.548938Z

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Observation 8b7d05fd-4258-4c70-baf6-324d8a72bd6d · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.769563Z

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Unavailable: canonical work link unavailable.

Observation a5aad4fe-64ae-45b7-8c23-0d73a1c1b456 · outbound

This paper cites Self-supervised video forensics by audio-visual anomaly detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Self-supervised video forensics by audio-visual anomaly detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.844096Z

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Unavailable: canonical work link unavailable.

Observation cd1e397c-e1f0-4e38-a60d-49f8c67ee296 · outbound

This paper cites Allm4add: Unlocking the capabilities of audio large language models for audio deepfake detec- tion.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Allm4add: Unlocking the capabilities of audio large language models for audio deepfake detec- tion

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.953350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94a7e381-8a5f-48c0-ac8e-ce75e9acacba · outbound

This paper cites Lips don’t lie: A generalisable and robust approach to face forgery detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Lips don’t lie: A generalisable and robust approach to face forgery detection

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:50.130319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a8c9257-e712-4914-bca4-bfb95e7a82f4 · outbound

This paper cites MVAD: A Benchmark Dataset for Multimodal AI-Generated Video-Audio Detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection MVAD: A Benchmark Dataset for Multimodal AI-Generated Video-Audio Detection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:50.577740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2fae84-7a0c-4999-a950-74904727e3b8 · outbound

This paper cites Aasist: Audio anti-spoofing us- ing integrated spectro-temporal graph attention networks.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Aasist: Audio anti-spoofing us- ing integrated spectro-temporal graph attention networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:50.683602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b45b59-cacd-4329-abf8-15d9fba44e37 · outbound

This paper cites FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:50.854828Z

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Observation cd5d01d3-8cc3-4fce-aa42-dd13d1107c9c · outbound

This paper cites iwax: interpretable wav2vec-aasist-xgboost framework for voice spoofing detection.Scientific reports, 15(1):40491,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection iwax: interpretable wav2vec-aasist-xgboost framework for voice spoofing detection.Scientific reports, 15(1):40491,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:50.989395Z

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Unavailable: canonical work link unavailable.

Observation 79ec3962-6cfa-4c88-9f05-6a13651c223a · outbound

This paper cites Speechforensics: Audio- visual speech representation learning for face forgery de- tection.Advances in Neural Information Processing Sys- tems, 37:86124–86144,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Speechforensics: Audio- visual speech representation learning for face forgery de- tection.Advances in Neural Information Processing Sys- tems, 37:86124–86144,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.121808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ec1c3a9-3b37-4aa2-9327-eef39679df73 · outbound

This paper cites Focal loss for dense ob- ject detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Focal loss for dense ob- ject detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.203686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12b9a30b-3de2-48b2-b3eb-8b887bd84c0e · outbound

This paper cites Multi-modal deepfake detection via multi-task audio-visual prompt learning.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Multi-modal deepfake detection via multi-task audio-visual prompt learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.416673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b043dcf-f546-4197-ab4b-cbf812a5d98b · outbound

This paper cites Modern hierarchical, agglomerative clustering algorithms.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Modern hierarchical, agglomerative clustering algorithms

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.522133Z

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Unavailable: canonical work link unavailable.

Observation dcaa609f-4783-4efb-92b1-bbabbf9732d0 · outbound

This paper cites Avff: Audio- visual feature fusion for video deepfake detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Avff: Audio- visual feature fusion for video deepfake detection

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.699948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49dfbbf7-9a1f-4d9c-96a4-708a0283d036 · outbound

This paper cites Leave no stone unturned: Un- covering holistic audio-visual intrinsic coherence for deep- fake detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Leave no stone unturned: Un- covering holistic audio-visual intrinsic coherence for deep- fake detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.765083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eb3554f-777e-4dd6-bf24-3232ecca03ec · outbound

This paper cites Learning transferable visual models from nat- ural language supervision.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Learning transferable visual models from nat- ural language supervision

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.908551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b007bf-10a1-4f90-bd2f-d3a59e443f54 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Robust speech recognition via large-scale weak supervision

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.006521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d8d709-c8a7-4fa2-9f76-942b31511c2b · outbound

This paper cites Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.116351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b99be693-ace2-4a39-b407-5198e4cb856d · outbound

This paper cites Detecting deepfakes with self-blended im- ages.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Detecting deepfakes with self-blended im- ages

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.275924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90f231b9-1b27-4967-8151-4e35ffafc071 · outbound

This paper cites DINOv3.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection DINOv3

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.375993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4a57dd-204b-4bbf-bb71-827f902c4649 · outbound

This paper cites Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.526745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d241e4f7-e4ba-4426-8941-af8980821d91 · outbound

This paper cites Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.581372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35a034be-ed87-4190-a668-bfa5cb08f4ba · outbound

This paper cites Attention is all you need.Advances in neural information processing systems, 30,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Attention is all you need.Advances in neural information processing systems, 30,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.648659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d48218b-c042-40ab-8b23-3844273fa18e · outbound

This paper cites Pushing the frontier of audiovisual per- ception with large-scale multimodal correspondence learn- ing.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Pushing the frontier of audiovisual per- ception with large-scale multimodal correspondence learn- ing

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.795863Z

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Unavailable: canonical work link unavailable.

Observation 0059a33d-31d3-4de9-a5f3-d9c369ceac83 · outbound

This paper cites Facex-zoo: A pytorch toolbox for face recognition.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Facex-zoo: A pytorch toolbox for face recognition

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:52.951339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1678a59c-bdc2-4c73-833b-c16b8db5be8f · outbound

This paper cites Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:53.053555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4829b0d-2f85-4521-b610-feb32a2daf1c · outbound

This paper cites Asvspoof: The automatic speaker verification spoofing and countermeasures challenge.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Asvspoof: The automatic speaker verification spoofing and countermeasures challenge

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:53.084039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73fda227-3624-4b12-9182-d6473ebc2e18 · outbound

This paper cites Detect all-type deepfake audio: Wavelet prompt tuning for enhanced auditory perception.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Detect all-type deepfake audio: Wavelet prompt tuning for enhanced auditory perception

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:53.150736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82701a77-5448-4500-a261-0864baf22d3b · outbound

This paper cites Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:53.253285Z

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Observation 909e0230-2c56-4710-abae-726811c4d25e · outbound

This paper cites Avoid-df: Audio-visual joint learning for detecting deepfake.IEEE Transactions on Information Forensics and Security, 18:2015–2029,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Avoid-df: Audio-visual joint learning for detecting deepfake.IEEE Transactions on Information Forensics and Security, 18:2015–2029,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:53.396219Z

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Unavailable: canonical work link unavailable.

Observation 13bb1db2-a55a-48b0-bd59-5d2723ed0979 · outbound

This paper cites Fine- grained multimodal deepfake classification via heteroge- neous graphs.International Journal of Computer Vision, 132(11):5255–5269,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Fine- grained multimodal deepfake classification via heteroge- neous graphs.International Journal of Computer Vision, 132(11):5255–5269,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:53.402575Z

Source-reported events for the cited work

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Observation c40a6535-bef4-4ab0-b255-d8c2bace6391 · outbound

This paper cites Multi-attentional deepfake detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Multi-attentional deepfake detection

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:53.501283Z

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Observation 7b0aabef-c93c-4383-b8d4-2b5075abc879 · outbound

This paper cites Cross- modality and within-modality regularization for audio- visual deepfake detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Cross- modality and within-modality regularization for audio- visual deepfake detection

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:53.574402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de0a9356-e684-49c7-885b-24cbfc71c09f · outbound

This paper cites Towards generalizable deepfake detection via forgery-aware audio-visual adapta- tion: A variational bayesian approach.IEEE Transactions on Information Forensics and Security,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Towards generalizable deepfake detection via forgery-aware audio-visual adapta- tion: A variational bayesian approach.IEEE Transactions on Information Forensics and Security,

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.679339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62a3ed47-6122-4837-9b96-e73c014137a8 · outbound

This paper cites Mcl: multimodal contrastive learning for deep- fake detection.IEEE Transactions on Circuits and Systems for Video Technology, 34(4):2803–2813,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Mcl: multimodal contrastive learning for deep- fake detection.IEEE Transactions on Circuits and Systems for Video Technology, 34(4):2803–2813,

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:51.311391Z

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Unavailable: canonical work link unavailable.

Observation bde62e39-3ad9-4c80-9615-d6bb99a3a20d · outbound

This paper cites Lora: Low-rank adaptation of large language models.Iclr, 1(2):3,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Lora: Low-rank adaptation of large language models.Iclr, 1(2):3,

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:50.426680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22760013-2034-4573-b22f-ec5c520ecdf1 · outbound

This paper cites Self-supervised learning of adversarial example: Towards good generalizations for deepfake detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Self-supervised learning of adversarial example: Towards good generalizations for deepfake detection

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:48.925734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35401875-1d19-4048-a062-ec810cd8f30b · outbound

This paper cites Squeeze- and-excitation networks.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Squeeze- and-excitation networks

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:50.234179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f386e5d9-312b-43f8-b8ab-c4a9517e5825 · outbound

This paper cites RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.095176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0e44047-2705-449b-9c3c-749894f32257 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning for Speech Recognition.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Unsupervised Cross-lingual Representation Learning for Speech Recognition

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.283745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df487f4-4241-42dd-ada6-fb8809ecb1ed · outbound

This paper cites De- mamba: Ai-generated video detection on million-scale genvideo benchmark.Science China Information Sci- ences, 69(6):162103,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection De- mamba: Ai-generated video detection on million-scale genvideo benchmark.Science China Information Sci- ences, 69(6):162103,

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.152898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 292e1ccd-bcf1-48ad-b65f-7d5123ea1cf5 · outbound

This paper cites Simlbr: Learning to detect fake images by learning to detect real images.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection Simlbr: Learning to detect fake images by learning to detect real images

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.660790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a000bfa2-fe23-4821-ab44-2e954758baab · outbound

This paper cites V oice-face homogeneity tells deepfake.ACM Transactions on Mul- timedia Computing, Communications and Applications, 20(3):1–22,.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection V oice-face homogeneity tells deepfake.ACM Transactions on Mul- timedia Computing, Communications and Applications, 20(3):1–22,

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:49.182302Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.