Paper Citation Record · LEDGER

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection

As of 8 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2505.19448.

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

pith.paper-citation-record.v1
2505.19448 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:17:54.067909Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:17:51.214605Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:17:54.651515Z

Reference resolution

40 of 40 outbound references displayed

verified exact3
verified fuzzy15
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d3203e91-fe9b-4c3f-bc34-92be6e72a8bd · outbound

This paper cites an unresolved cited work.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:17:58.219422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 14b4840c-6c02-4aea-af54-0b9b2ebd13fe · outbound

This paper cites Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:17:54.694584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c8e40f0d-3772-4d88-8233-a4737206138c · outbound

This paper cites Fine-tuning ASR models We selected 18 variants from Wav2Vec2 [14], HuBERT [15], WavLM [16], and Whisper [17] for fine-tuning, as these models provide varying WER.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Fine-tuning ASR models We selected 18 variants from Wav2Vec2 [14], HuBERT [15], WavLM [16], and Whisper [17] for fine-tuning, as these models provide varying WER

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:57.864595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45f95e5e-5d2f-4c12-ae2c-72d81bb33a24 · outbound

This paper cites Experimental setup For fine-tuning the ASR models, we employed the AdamW op- timizer with a learning rate of 1 × 10−5 and weight decay of 5 × 10−3.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Experimental setup For fine-tuning the ASR models, we employed the AdamW op- timizer with a learning rate of 1 × 10−5 and weight decay of 5 × 10−3

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:57.490830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2fbf8599-0e49-4a9a-a3f3-7a85d859c721 · outbound

This paper cites an unresolved cited work.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:17:57.182486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 116ee3d6-1614-4db9-b279-29cb7121b963 · outbound

This paper cites S2023Z20004), by the National Social Science Foundation of China (Grant No.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection S2023Z20004), by the National Social Science Foundation of China (Grant No

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:56.866363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 231a2ef1-d7aa-4015-bc63-3ee9643b1b80 · outbound

This paper cites Advances in the early detection of alzheimer’s disease,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Advances in the early detection of alzheimer’s disease,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:56.689043Z

Source-reported events for the cited work

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Observation ba922741-b140-4258-ba3d-f0ec9e5e7401 · outbound

This paper cites De- tection of cognitive impairment and alzheimer’s disease using a speech- and language-based protocol,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection De- tection of cognitive impairment and alzheimer’s disease using a speech- and language-based protocol,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:51.749305Z

Source-reported events for the cited work

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Observation 9bea358b-50bb-43b1-922e-1a22ebaf00c1 · outbound

This paper cites Clever hans ef- fect found in automatic detection of alzheimer’s disease through speech,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Clever hans ef- fect found in automatic detection of alzheimer’s disease through speech,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:51.855677Z

Source-reported events for the cited work

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Observation e78a333f-71b0-4048-b604-d21c8403ddc5 · outbound

This paper cites Macro-descriptors for alzheimer’s disease detection using large language models,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Macro-descriptors for alzheimer’s disease detection using large language models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:56.507275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 076a4183-260f-43c3-85ae-9b58cfc326b1 · outbound

This paper cites Using the outputs of different auto- matic speech recognition paradigms for acoustic-and BERT-based Alzheimer’s dementia detection through spontaneous speech.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Using the outputs of different auto- matic speech recognition paradigms for acoustic-and BERT-based Alzheimer’s dementia detection through spontaneous speech

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:56.325182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3407a53d-20da-4ca9-af1b-a75d4d2c4f81 · outbound

This paper cites The USTC system for ADReSS-M challenge,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection The USTC system for ADReSS-M challenge,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.130374Z

Source-reported events for the cited work

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Observation f717ad5b-caaf-41d7-ab52-8cbdf084defe · outbound

This paper cites Leveraging prompt learning and pause encoding for alzheimer’s disease de- tection,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Leveraging prompt learning and pause encoding for alzheimer’s disease de- tection,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.202986Z

Source-reported events for the cited work

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Observation 8dde7005-b1d6-45e4-90cb-fb8a8668215c · outbound

This paper cites Alzheimer’s dementia recognition through spontaneous speech: The ADReSS challenge,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Alzheimer’s dementia recognition through spontaneous speech: The ADReSS challenge,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.277650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4fda012-8f69-45dc-bfdb-812598c2708f · outbound

This paper cites Detecting cognitive decline using speech only: The ADReSSo Challenge.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Detecting cognitive decline using speech only: The ADReSSo Challenge

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.335070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d11f3e9-2b95-43a3-ae62-80e685c1ea50 · outbound

This paper cites Multilingual Alzheimer’s dementia recogni- tion through spontaneous speech: a signal processing grand chal- lenge,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Multilingual Alzheimer’s dementia recogni- tion through spontaneous speech: a signal processing grand chal- lenge,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.389648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f5c0e36-2757-48eb-9d27-4bf513419114 · outbound

This paper cites Connected Speech-Based Cognitive Assessment in Chinese and English.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Connected Speech-Based Cognitive Assessment in Chinese and English

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.448609Z

Source-reported events for the cited work

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Observation 2a9f446f-6936-44b7-96cf-be43e9ca5624 · outbound

This paper cites Automated screening for Alzheimer’s dementia through spontaneous speech.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Automated screening for Alzheimer’s dementia through spontaneous speech

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.510980Z

Source-reported events for the cited work

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Observation f4c0ebd7-bfa8-4bb6-a903-471c323ea404 · outbound

This paper cites A comparative study of acoustic and linguistic fea- tures classification for Alzheimer’s disease detection,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection A comparative study of acoustic and linguistic fea- tures classification for Alzheimer’s disease detection,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.583372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e9100aa-ef27-4825-89c3-3f4bdbd63ef3 · outbound

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

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection wav2vec 2.0: A framework for self-supervised learning of speech representa- tions,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.645405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d16c9a-79eb-4fa7-9d87-87c2a1ab7ab3 · outbound

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

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.704756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4f22742-f19b-4b71-9dcd-43fd6a68d3ec · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech processing,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection WavLM: Large-scale self-supervised pre-training for full stack speech processing,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:56.141987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b5e3f7b6-9cfa-436f-9b9d-7ebf74b08d14 · outbound

This paper cites Robust speech recognition via large-scale weak su- pervision,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Robust speech recognition via large-scale weak su- pervision,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:52.863303Z

Source-reported events for the cited work

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Observation 9dbb5abf-74b4-4c2c-9238-4c900e0b8eae · outbound

This paper cites Speech recognition in Alzheimer’s disease and in its assessment.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Speech recognition in Alzheimer’s disease and in its assessment

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:56.003974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8865439d-dbb5-4e48-8083-5dc79f44448b · outbound

This paper cites Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:17:54.523543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ddcd5d1-78bf-4155-9a44-61926609c743 · outbound

This paper cites Useful blunders: Can automated speech recognition errors improve downstream demen- tia classification?.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Useful blunders: Can automated speech recognition errors improve downstream demen- tia classification?

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:55.839090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0552f422-6798-4415-b17d-1c7ac341913c · outbound

This paper cites Can automated speech recognition errors pro- vide valuable clues for alzheimer’s disease detection?.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Can automated speech recognition errors pro- vide valuable clues for alzheimer’s disease detection?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:53.118589Z

Source-reported events for the cited work

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Observation 6d2c8c16-c9e9-43a0-88cd-a3dbfecd974f · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:53.180441Z

Source-reported events for the cited work

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Observation 573013f1-924d-4413-a0b4-6b13d79a18f8 · outbound

This paper cites Exploring linguistic feature and model combination for speech recognition based automatic ad detection,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Exploring linguistic feature and model combination for speech recognition based automatic ad detection,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:53.247069Z

Source-reported events for the cited work

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Observation c7c9c0f4-d624-4771-8759-bfb5d3ad6233 · outbound

This paper cites Disflu- encies and fine-tuning pre-trained language models for detection of Alzheimer’s disease.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Disflu- encies and fine-tuning pre-trained language models for detection of Alzheimer’s disease

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:53.299088Z

Source-reported events for the cited work

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Observation 6c767485-48cc-4410-b56b-2e1bb8d0eba1 · outbound

This paper cites CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:53.361408Z

Source-reported events for the cited work

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Observation bfd553d1-2707-480e-afa6-8c409437c57d · outbound

This paper cites Leveraging pretrained representations with task-related key- words for alzheimer’s disease detection,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Leveraging pretrained representations with task-related key- words for alzheimer’s disease detection,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:55.682275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c56157ab-dc9d-493f-84eb-279f5cc182a9 · outbound

This paper cites A two- step attention-based feature combination cross-attention system for speech-based dementia detection,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection A two- step attention-based feature combination cross-attention system for speech-based dementia detection,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:53.494341Z

Source-reported events for the cited work

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Observation 5e909dbb-7dc5-4a23-80a8-893e0b167f13 · outbound

This paper cites An explain- able ai approach to speech-based alzheimer’s dementia screen- ing,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection An explain- able ai approach to speech-based alzheimer’s dementia screen- ing,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:55.489198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a46ffba-981d-41ff-98c5-b4b472ba59a7 · outbound

This paper cites Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:17:54.304059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 54874081-76e5-4bff-9792-0067ae4ea4db · outbound

This paper cites Influence of the interviewer on the automatic assessment of alzheimer’s disease in the context of the adresso challenge,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Influence of the interviewer on the automatic assessment of alzheimer’s disease in the context of the adresso challenge,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:55.350970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2d5d8562-9e7d-4d45-8709-15c4a599b882 · outbound

This paper cites Mrc psycholinguistic database: Machine-usable dic- tionary, version 2.00,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Mrc psycholinguistic database: Machine-usable dic- tionary, version 2.00,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:55.195165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 541a6ad3-756f-496a-b84a-e0879d793607 · outbound

This paper cites What does bert learn about the structure of language?.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection What does bert learn about the structure of language?

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:55.044907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3401bc9-abd2-44c1-9055-b709433343af · outbound

This paper cites Layer-wise analysis of a self-supervised speech representation model,.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Layer-wise analysis of a self-supervised speech representation model,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:54.859912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90c811cb-6da0-44ae-9fa5-9f48ab447dd8 · outbound

This paper cites Attentive Pooling Networks.

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection Attentive Pooling Networks

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:54.067909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 14b4840c-6c02-4aea-af54-0b9b2ebd13fe · inbound