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Paper Citation Record · LEDGER

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps

As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2507.09051.

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

pith.paper-citation-record.v1
2507.09051 v2

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:12:58.264902Z

measured 66 of 66 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 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

66 of 66 outbound references displayed

  • verified exact0
  • verified fuzzy51
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61d17db8-3549-442b-a362-d4bc07d3604c · outbound

This paper cites The state of mental health in america 2024,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps The state of mental health in america 2024,

Reference 1

Resolution
verified fuzzy
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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.

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Observation 040626cb-190d-4dc6-9b20-8f58612ba768 · outbound

This paper cites Smartphones in mental health: a critical review of background issues, current status and future concerns,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Smartphones in mental health: a critical review of background issues, current status and future concerns,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.373232Z

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.

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Observation 10fa2fb6-54a3-4083-86c0-6c7fd984a9b8 · outbound

This paper cites ” money doesn’t buy you happiness.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps ” money doesn’t buy you happiness

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.323763Z

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.

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Observation ce990e7f-391f-4e9d-818d-c6ec7b6a8ac1 · outbound

This paper cites Dichotomies in the development and implementation of digital mental health tools,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Dichotomies in the development and implementation of digital mental health tools,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.281744Z

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.

source=pdf_text observed=2026-08-06T18:12:57.195030Z digest=sha256:453f46504d4f7ff8c5bd26de63d7e18443dd72366764e3516a3a1765f1204dd1

Observation 1c343099-b05f-463d-9091-e13cd47f9943 · outbound

This paper cites Current regulation of mobile mental health applications,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Current regulation of mobile mental health applications,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.220712Z

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.

source=pdf_text observed=2026-08-06T18:12:57.203346Z digest=sha256:2baa4c7fe3c93c5f4295bc5d9d835da5f983f7565c2fab715ac04c6b4a8a6555

Observation e750bd48-6e84-4cbf-835b-0e886ad12b73 · outbound

This paper cites Needed innovation in digital health and smartphone applications for mental health: transparency and trust,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Needed innovation in digital health and smartphone applications for mental health: transparency and trust,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.166328Z

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.

source=pdf_text observed=2026-08-06T18:12:57.215018Z digest=sha256:eeb603e686d8ddf2d0c19f73da6c4d09e30e2f5e9500c3f14425a8be95c7211b

Observation 32e10eb3-9f1b-4e34-b559-521fa89ed01e · outbound

This paper cites What do mobile app users complain about?.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps What do mobile app users complain about?

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.114110Z

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.

source=pdf_text observed=2026-08-06T18:12:57.226331Z digest=sha256:4ccf3fcdd0d4776e2b9f41140dbc9641493f21de35324dd24c10de82c16ca7d8

Observation 14b8640a-f7f2-4032-a982-f90f53627d67 · outbound

This paper cites Government mobile apps: Analysing citizen feedback via app reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Government mobile apps: Analysing citizen feedback via app reviews,

Reference 8

Resolution
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raw_fallback, observed 2026-08-06T18:13:01.058721Z

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.

source=pdf_text observed=2026-08-06T18:12:57.238706Z digest=sha256:7f53762cb0b46b5f8434180d7bd31af478af4f60d9aab50c061afe555888d84d

Observation 9a41cd93-a309-47f8-b67d-c53e3f206995 · outbound

This paper cites Mobile app privacy in software engineering research: A systematic mapping study,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Mobile app privacy in software engineering research: A systematic mapping study,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.989774Z

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.

source=pdf_text observed=2026-08-06T18:12:57.247772Z digest=sha256:5aecbd15116c142b86106eb421b5d981dc086dfc49a209a4af6818835b86bea3

Observation 09385b05-cddc-46c5-aec2-14baeadac664 · outbound

This paper cites Mining and searching app reviews for requirements engineering: Evaluation and replication studies,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Mining and searching app reviews for requirements engineering: Evaluation and replication studies,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.934511Z

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.

source=pdf_text observed=2026-08-06T18:12:57.258890Z digest=sha256:9a7f324a583296a5155227ace3871e2e0a235515702bd3dd631deb05fe3db262

Observation 16de2445-3788-4969-b891-c2def4c4aeac · outbound

This paper cites Analysing app reviews for software engineering: a systematic literature review,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Analysing app reviews for software engineering: a systematic literature review,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.884768Z

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.

source=pdf_text observed=2026-08-06T18:12:57.266421Z digest=sha256:b228eae366bcc8b03fecc306f07a755e33d887cce7a5f34f35abd083ae6fbd29

Observation 77291df7-a4db-49d0-b0a4-4862f53519b3 · outbound

This paper cites Towards extracting ethical concerns- related software requirements from app reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Towards extracting ethical concerns- related software requirements from app reviews,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.277335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.277335Z digest=sha256:41df63209da1096f81b6a73d6a1746ef905de4f2b03ac50d3ddee5109831e6c0

Observation b7c49e96-aa34-46b4-a82d-38584574994d · outbound

This paper cites Analyzing and automatically labelling the types of user issues that are raised in mobile app reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Analyzing and automatically labelling the types of user issues that are raised in mobile app reviews,

Reference 13

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.821985Z

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.

source=pdf_text observed=2026-08-06T18:12:57.286238Z digest=sha256:e169b7883f54489aaf59a88dcce734fbb28fca3b521b4f04ed0bde6aae419610

Observation da89d5e2-6d87-45e2-aae9-cc526327b0cd · outbound

This paper cites Investigating user per- ceptions of mobile app privacy: An analysis of user-submitted app reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Investigating user per- ceptions of mobile app privacy: An analysis of user-submitted app reviews,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.764454Z

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.

source=pdf_text observed=2026-08-06T18:12:57.295209Z digest=sha256:b86994554d0f973cc74ae4cdc0fb4169f4290ae3a4e7af62a394dd60edb115ac

Observation 610e6bad-7905-4346-b63b-27f6bd2dcec5 · outbound

This paper cites Analyzing user perspectives on mobile app privacy at scale,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Analyzing user perspectives on mobile app privacy at scale,

Reference 15

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.722591Z

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.

source=pdf_text observed=2026-08-06T18:12:57.302728Z digest=sha256:716b3ff8a9716e4cf522b0a30438523b88f94025f088fc3450840cdede1c3a8e

Observation 83394a2b-d32c-4d4e-ad74-5f886260ecae · outbound

This paper cites Hark: A deep learning system for navigating privacy feedback at scale,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Hark: A deep learning system for navigating privacy feedback at scale,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.671249Z

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.

source=pdf_text observed=2026-08-06T18:12:57.312887Z digest=sha256:e0bda225e297b06ac58eed308a131cf4c1485545b33bd6c37f773aca357004f2

Observation bf1811ad-778d-4540-9091-5d3b305750f7 · outbound

This paper cites Unsupervised summarization of privacy concerns in mobile application reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Unsupervised summarization of privacy concerns in mobile application reviews,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.626757Z

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.

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Observation 33462d8c-cb56-4978-80b1-ca275a8dd065 · outbound

This paper cites Short text, large effect: Measuring the impact of user reviews on android app security & privacy,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Short text, large effect: Measuring the impact of user reviews on android app security & privacy,

Reference 18

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.578412Z

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.

source=pdf_text observed=2026-08-06T18:12:57.331020Z digest=sha256:2fb67d4750d0dc7b19efea17aaca21fc23a3853dea37566031531652a4239040

Observation 479d9319-0711-40c4-a31b-e95b253ec396 · outbound

This paper cites An Empirical Study on User Reviews Targeting Mobile Apps' Security & Privacy.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps An Empirical Study on User Reviews Targeting Mobile Apps' Security & Privacy

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.343402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.343402Z digest=sha256:7fda4df1c4b2b22a04e9f9612ce60554c5acb03de9258cfe5d619d1b6fed31c0

Observation 7d750c01-5a1b-4ba8-b941-713dc366e158 · outbound

This paper cites Privacy analysis of period tracking mobile apps in the post-roe v. wade era,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Privacy analysis of period tracking mobile apps in the post-roe v. wade era,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.533410Z

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.

source=pdf_text observed=2026-08-06T18:12:57.356809Z digest=sha256:cf031de04ead617d5c02d020aa8791c51d69ee59730a70144172541abdde7142

Observation ed84cccf-31bd-4a37-a90a-75e6cdeaf07e · outbound

This paper cites Lessons from the use of natural language inference (nli) in requirements engineering tasks,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Lessons from the use of natural language inference (nli) in requirements engineering tasks,

Reference 21

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.472596Z

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.

source=pdf_text observed=2026-08-06T18:12:57.366391Z digest=sha256:915ce310efd79631310e81a07140133504f0d63c96dde999f492e58eb11b9b27

Observation 38f088b9-35b2-467d-8fd8-5bc5d19f5830 · outbound

This paper cites Transforming Question Answering Datasets Into Natural Language Inference Datasets.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Transforming Question Answering Datasets Into Natural Language Inference Datasets

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.377234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.377234Z digest=sha256:f132d5a7e311718544a0157b278bc7f6cd7cb1947ebb8bd64f87bb9f87338253

Observation 5e6be4d0-bc72-4552-a3d4-81d8bd856d30 · outbound

This paper cites Semantic diversity in dialogue with natural language inference,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Semantic diversity in dialogue with natural language inference,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.415440Z

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.

source=pdf_text observed=2026-08-06T18:12:57.387359Z digest=sha256:ed990a97135b137b9a3f91469410321796a20060c7f32f3544d8f7fb82655165

Observation 20a71d85-8968-4ef2-bdd4-5ec853a4d75a · outbound

This paper cites Large language models for text classification: From zero-shot learning to fine-tuning,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Large language models for text classification: From zero-shot learning to fine-tuning,

Reference 24

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raw_fallback, observed 2026-08-06T18:13:00.373838Z

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.

source=pdf_text observed=2026-08-06T18:12:57.394068Z digest=sha256:c181f6cf342764d95b3581ffaf95c7fd003f9b7f9736237ead78a2ef66406713

Observation f0b21bd7-c0e5-4584-ad5f-9eda54fd9746 · outbound

This paper cites An extended model of natural logic,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps An extended model of natural logic,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.318899Z

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.

source=pdf_text observed=2026-08-06T18:12:57.402093Z digest=sha256:4f1f9439dab1288d9318dd88bf20f94e8c0c1a76d1936b933734ab6f06b3cb0b

Observation e453419b-4e06-4675-b0ed-38b7cf8eee28 · outbound

This paper cites On the privacy of mental health apps: An empirical investigation and its implications for app development,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps On the privacy of mental health apps: An empirical investigation and its implications for app development,

Reference 26

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.250727Z

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.

source=pdf_text observed=2026-08-06T18:12:57.413939Z digest=sha256:e43e250accfdd6c27654d0601fb6cf1812de43053d8ced2eba496f0137d673bd

Observation fdf0c4e5-fa65-4bbb-9d0c-b3a32bbcff2a · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.426949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.426949Z digest=sha256:3b9c47063cc7835abffa62295f08f26bc28e84e3c1e7914be75bacd75e660500

Observation d92cb41b-473d-44bb-b1ea-e9e1dc9ec7b5 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.435093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.435093Z digest=sha256:7d84162c357dc0385d49599410b6fc59ed7a68ffd1b46f3f05c59971cc3fbc21

Observation b71226a7-acca-4b27-a4d9-5e82be54d03b · outbound

This paper cites Deberta: Decoding-enhanced bert with disentangled attention,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Deberta: Decoding-enhanced bert with disentangled attention,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.177568Z

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.

source=pdf_text observed=2026-08-06T18:12:57.443936Z digest=sha256:93898b169c9a341333b0e687bebaad9e7ef82a4c8bdc57ef31407580017a224e

Observation 1273e4a2-0565-48f9-81f9-e6e48a5bb47a · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.451901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.451901Z digest=sha256:4a4ce8efdaa06e8ad215f62c2eb24b08a7386d0628d2d0dcc4441d3c8e270a25

Observation 7ac9eb62-5c23-4b4c-bdb8-9faded89a3f4 · outbound

This paper cites Transformers: State-of-the-art natural language process- ing,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Transformers: State-of-the-art natural language process- ing,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.121827Z

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.

source=pdf_text observed=2026-08-06T18:12:57.462402Z digest=sha256:e72076b6b7baac6bf0738ae44d726329cd7d2bf5225c9d5a10708c0d5b6f010f

Observation f2a4d7a3-8e8d-46f4-9124-63692f43028f · outbound

This paper cites A broad-coverage challenge corpus for sentence un- derstanding through inference,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps A broad-coverage challenge corpus for sentence un- derstanding through inference,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.054602Z

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.

source=pdf_text observed=2026-08-06T18:12:57.483878Z digest=sha256:a7e1e0abc07f49915e28d7ee428f4df6dbe5a79d9640a8efe12d2149e39a6a51

Observation a72da116-8ad5-4f02-97e5-6952f76d356f · outbound

This paper cites Adversarial NLI: A new benchmark for natural language understanding,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Adversarial NLI: A new benchmark for natural language understanding,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.992502Z

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.

source=pdf_text observed=2026-08-06T18:12:57.495558Z digest=sha256:1c9106fbd1726b2b123d5432ef5f5bd757d0c428676f25a6930f1bdf49a9e103

Observation b491c6c8-dcae-4a5c-aa28-171d91c09971 · outbound

This paper cites The fever2. 0 shared task,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps The fever2. 0 shared task,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.923629Z

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.

source=pdf_text observed=2026-08-06T18:12:57.502103Z digest=sha256:04dac1c1654e37ff42eee9cbb73f564b1956d8c1a3fb8296fd99ea17de948ad4

Observation 1251331d-c151-4426-b41c-6aca94c4088c · outbound

This paper cites Evaluating semantic accuracy of data-to-text generation with natural language inference,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Evaluating semantic accuracy of data-to-text generation with natural language inference,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.873254Z

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.

source=pdf_text observed=2026-08-06T18:12:57.512304Z digest=sha256:115b138bf25c25370f17f23aa227e4478476e24973e716642c1b391e7a0916b5

Observation ee8df291-d976-4fd0-bd89-d9dacb7e2dbf · outbound

This paper cites Unleashing the potential of prompt engineering for large language models,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Unleashing the potential of prompt engineering for large language models,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.520263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.520263Z digest=sha256:2134cdba4c48d8a58d7a517928de7317b9d215e1c87c975bf897c8fb7d0d176f

Observation a6b917c8-a08f-4465-b4dc-5624ca56c07c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps LLaMA: Open and Efficient Foundation Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.530838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.530838Z digest=sha256:fabd8b605b81acf1443ad5ede9903eb90bda29b98241c1ce9603345371495076

Observation d01b40c0-5198-4523-ad4a-bf89e1feb488 · outbound

This paper cites Revisiting sentiment analysis for software engineering in the era of large language models,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Revisiting sentiment analysis for software engineering in the era of large language models,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.793751Z

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.

source=pdf_text observed=2026-08-06T18:12:57.542689Z digest=sha256:f6e5fc9ebfc1fd4a2af2ad47b126ce9ebc50663889b1094706dd13ab39ed9756

Observation 58fee5e9-5735-4293-ba4b-a341f41d0e14 · outbound

This paper cites An empirical study of the non-determinism of chatgpt in code generation,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps An empirical study of the non-determinism of chatgpt in code generation,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.735601Z

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.

source=pdf_text observed=2026-08-06T18:12:57.549859Z digest=sha256:fb470aac8eb59a68d1d08c5ee85cb920a047cb7672998f68bebc78d43b3eb9dc

Observation 2ecca722-7cde-4bf2-89ad-a1e9618d6ceb · outbound

This paper cites A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.561848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.561848Z digest=sha256:f5cb0b9ff6f6babe9f138d75d6a28417ee31917ee70bcf9fef7fb64f3d131f8b

Observation 14c4b624-2781-4580-a6e2-834545712e70 · outbound

This paper cites Gpt-4o mini: Advancing cost-efficient intelli- gence,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Gpt-4o mini: Advancing cost-efficient intelli- gence,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.660769Z

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.

source=pdf_text observed=2026-08-06T18:12:57.572588Z digest=sha256:94b3c6112d3b4909701710f4f3cc8e87231a88850902b41515f07f2dd366cd37

Observation 56b3102c-e556-4a7a-b1ef-bcffc8ed14b3 · outbound

This paper cites Want to reduce labeling cost? GPT-3 can help,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Want to reduce labeling cost? GPT-3 can help,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.608604Z

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.

source=pdf_text observed=2026-08-06T18:12:57.594868Z digest=sha256:828d8277ad002b74d19b231cd76415b47b6565b531b6ada1e8a229f56e2cd4b3

Observation 37eb78a0-9287-418b-b2ef-cb3c098a3742 · outbound

This paper cites Machine learning in automated text categorization,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Machine learning in automated text categorization,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.482274Z

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.

source=pdf_text observed=2026-08-06T18:12:57.641743Z digest=sha256:8194efa69ee4e54a7b54fe4c8e4c9817a98e6ab090b026bdf5ffc54091a33974

Observation b6c6702d-1cf3-4d6c-bb9a-2d13224efe8a · outbound

This paper cites Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.430744Z

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.

source=pdf_text observed=2026-08-06T18:12:57.671663Z digest=sha256:c155a793d900eb10f0e4db2b3e135e887931eb59ead1439ff2462a4a016829ce

Observation 1bcba5d7-9233-49da-bf2c-01bf51ea892b · outbound

This paper cites Text categorization with support vector machines: Learn- ing with many relevant features,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Text categorization with support vector machines: Learn- ing with many relevant features,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.370693Z

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.

source=pdf_text observed=2026-08-06T18:12:57.704168Z digest=sha256:d37f20ec15d4fc71046f02577766b66677cc2a1f5cabf931652da7c21cb3c48b

Observation 4ec908fc-acdb-42a4-b41d-313f10cd7a57 · outbound

This paper cites Support vector machines for text categorization,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Support vector machines for text categorization,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.300981Z

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.

source=pdf_text observed=2026-08-06T18:12:57.730811Z digest=sha256:881598bca2054f7ee3cce790f4be9fa378fbeed3c4e0af6346da3e7ed7b3b153

Observation f4c31487-48d0-46f2-ad98-1b320fc876f0 · outbound

This paper cites A taxonomy of privacy,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps A taxonomy of privacy,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.234061Z

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.

source=pdf_text observed=2026-08-06T18:12:57.760178Z digest=sha256:7bb2be4680a2b6a5c861a53d01cf3dbcc91faf85eb0345486baa002815cd0012

Observation bde67598-132f-4ef4-ba25-55e8ebab72a3 · outbound

This paper cites Privacy-enhancing technologies,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Privacy-enhancing technologies,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.162727Z

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.

source=pdf_text observed=2026-08-06T18:12:57.791714Z digest=sha256:d784688ea6bddc75fed05c0a3ca06ad8265d7ee4601d41fced7d2ef2956ff0a2

Observation 962c94a9-157d-41c8-8f6c-df38478006bf · outbound

This paper cites Understanding interobserver agreement: the kappa statistic,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Understanding interobserver agreement: the kappa statistic,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.097681Z

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.

source=pdf_text observed=2026-08-06T18:12:57.816143Z digest=sha256:0d3cc8403a6d5b4594c4f999a4ef317b4c819916373a4eb3f37b361b9ad797f3

Observation 316f8b88-9c1c-4d76-90a3-4314468f3353 · outbound

This paper cites Exploring the capability of chatgpt to reproduce human labels for social computing tasks,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Exploring the capability of chatgpt to reproduce human labels for social computing tasks,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.028117Z

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.

source=pdf_text observed=2026-08-06T18:12:57.837834Z digest=sha256:c65ae504ed7054f54b9af58210ecd19c431602241678804af5a218a53420fd9a

Observation b3080fb7-710a-455c-b10a-6bf18aedd9d9 · outbound

This paper cites The parrot dilemma: Human-labeled vs. LLM- augmented data in classification tasks,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps The parrot dilemma: Human-labeled vs. LLM- augmented data in classification tasks,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.956266Z

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.

source=pdf_text observed=2026-08-06T18:12:57.863195Z digest=sha256:aa53dfb042ff492cd7ecb49e8de1924b2386a5c56534ab46ea321f14f99d874a

Observation d2bccb0b-8302-46b0-b9f0-473506e72bf4 · outbound

This paper cites Narratives: the unforeseen influencer of privacy concerns,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Narratives: the unforeseen influencer of privacy concerns,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.882771Z

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.

source=pdf_text observed=2026-08-06T18:12:57.886794Z digest=sha256:9dd921fe03dd6dbea53e90744cec8bc54020973f169790852c840ff0b48a4e5c

Observation 7239a262-0327-48de-a121-d250a4a2450e · outbound

This paper cites The Llama 3 Herd of Models.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps The Llama 3 Herd of Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.923078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.923078Z digest=sha256:22a1f210876546d4c937e279967429e69c24d3e8c3b1ef940abfda9f324a52d7

Observation b316ffa0-bdf3-48bd-bd13-1c169cce0d2e · outbound

This paper cites Introducing the technology innovation institute’s falcon 3 making advanced ai accessible and available to everyone, everywhere,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Introducing the technology innovation institute’s falcon 3 making advanced ai accessible and available to everyone, everywhere,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.823071Z

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.

source=pdf_text observed=2026-08-06T18:12:57.956002Z digest=sha256:35427d3666349c8dc462e4b2a7a7cd857b91a319b13a6ee82216a75da525776f

Observation 0f373228-731c-4453-a92c-99a08f974038 · outbound

This paper cites Mistral 7b,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Mistral 7b,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.767934Z

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.

source=pdf_text observed=2026-08-06T18:12:57.988672Z digest=sha256:1ccecc2dc81dc934da25d23cd5c1e3610f871d1324fe69c5dbbe8ff4442a6edc

Observation 932dd627-b26e-4d84-87c2-5714bf022fac · outbound

This paper cites Finding the needle in a haystack: On the automatic identification of accessibility user reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Finding the needle in a haystack: On the automatic identification of accessibility user reviews,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.720889Z

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.

source=pdf_text observed=2026-08-06T18:12:58.014267Z digest=sha256:4c43ef7813e84400a76d5d9bd052198a5566605663fdc175c487ad1c4b8b9aa5

Observation 8b9bcf69-3627-4185-96fe-27ef75c51602 · outbound

This paper cites Large language models for software engineering: A systematic literature review,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Large language models for software engineering: A systematic literature review,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.657951Z

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.

source=pdf_text observed=2026-08-06T18:12:58.037377Z digest=sha256:934ef8c7a18367e5331a6b867457f0d8829e1864e126dfa3d390fdea8195c093

Observation 44b9a04a-a84f-4352-949d-c8660833ce92 · outbound

This paper cites Leveraging gpt-like llms to automate issue labeling,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Leveraging gpt-like llms to automate issue labeling,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.616360Z

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.

source=pdf_text observed=2026-08-06T18:12:58.066194Z digest=sha256:4dc74d6c5e99c5b87d243fd6481b40c626ae25d9370ff82d8d661ef769c1caa3

Observation 4ddf18d8-590e-457c-bdf5-2dd355c2f447 · outbound

This paper cites Advancing requirements engineering through generative ai: Assessing the role of llms,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Advancing requirements engineering through generative ai: Assessing the role of llms,

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.089584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.089584Z digest=sha256:6cc15c135c1889b2a00fedb196ae047fdf26e04801f12d0dbf4707def58427e0

Observation 637c34e5-6bf3-4607-82e9-b9eba6ec6f0c · outbound

This paper cites Exploring the efficacy of chatgpt in generating requirements: An experimental study,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Exploring the efficacy of chatgpt in generating requirements: An experimental study,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.548250Z

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.

source=pdf_text observed=2026-08-06T18:12:58.122969Z digest=sha256:fc49ed992b291c8169d9df7955eae22420fdfc0092502e20e37267e144113624

Observation 6ee4929f-a0df-4e53-a886-2a87da647c73 · outbound

This paper cites Investigating chatgpt’s potential to assist in requirements elicitation processes,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Investigating chatgpt’s potential to assist in requirements elicitation processes,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.153318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.153318Z digest=sha256:44627bc461102ad8c41d120ff2bb5bd438a3f1820b696286dbeef8f39fdec378

Observation 9cbfa103-2f46-4209-bf6f-e9f3bc7d3a6d · outbound

This paper cites Chatgpt prompt patterns for improving code quality, refactoring, requirements elicitation, and software design,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Chatgpt prompt patterns for improving code quality, refactoring, requirements elicitation, and software design,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.187812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.187812Z digest=sha256:466419638afa0809dc84b7b3c953ac7c4ec6d9e5fbc29bf2a9a0f558f790f372

Observation e34b09da-4c2f-4599-9bb8-05964b2be02d · outbound

This paper cites Autonomous agents in software development: A vi- sion paper,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Autonomous agents in software development: A vi- sion paper,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.478574Z

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.

source=pdf_text observed=2026-08-06T18:12:58.217191Z digest=sha256:4bd4a65eb8dd3fdf96e2e21c91ef28a09a58cf2ba13f2e5a861524098c92f5fd

Observation 456252f6-1b0a-4dd9-99b8-73cbdb25fa50 · outbound

This paper cites ChatGPT: A Study on its Utility for Ubiquitous Software Engineering Tasks.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps ChatGPT: A Study on its Utility for Ubiquitous Software Engineering Tasks

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.246295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.246295Z digest=sha256:830c615b51fc1da19816e467ba49e9ca9ee7b84cfa2aa377224b954a702f3ed3

Observation 0f4c0b9d-2d49-4fc5-8ecb-40d71e78334f · outbound

This paper cites Using chatgpt in software requirements engineering: A comprehensive review,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Using chatgpt in software requirements engineering: A comprehensive review,

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.264902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.264902Z digest=sha256:9c4146068a83b620e594e0b54bf5f26bc77483e2ad55db43d2724bfe1fa22807

Observation 3f9e495d-3c5f-4166-88c4-3d2fab14bca4 · outbound

This paper cites 2021, pp.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps 2021, pp

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.539862Z

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.

source=pdf_text observed=2026-08-06T18:12:57.620805Z digest=sha256:020afaed023a99a3b2a35295c99963662118611eb18b9731a68ffef0b1300702

Pith citing papers

No inbound Pith citation observations are available.