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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 10 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 2026-08-10T06:31:04.303077+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

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
raw_fallback, observed 2026-08-06T18:13:01.421270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.195030Z digest=sha256:b3f7b2e3e157056e8f40c3d185679833f791e9067f791dfab30278e9516b3793

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.203346Z digest=sha256:19f887acc946df29ae398478899765f93962b3b12c81c1912116d3a7b635bba0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.215018Z digest=sha256:ea85b7352c350e626779de3d629435b4fe386998475b808466855b5ec3ffb9ee

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.226331Z digest=sha256:417e1673181f528ae9e5708ef62cfb9eb31c72919da53ba3397135c375f80e8b

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
verified fuzzy
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.238706Z digest=sha256:49ae7fdcabc7e57656f707247d9bec22aabbba4844161d4e98713f931b046394

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.247772Z digest=sha256:45e8176326c5ec848a0180e954f11c3a3fd28e658df9f8792a8c2c5a5d5a7af9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.258890Z digest=sha256:81d4a096d3e07cbc4eac9f1f0fd4ca557aa59740c70db42ef6b2e49675abac69

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.266421Z digest=sha256:b5d94c837cd760495068229396e111471d6be1be7f61bf2593a22cc6b9c3dc02

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.286238Z digest=sha256:b229925afaf595e9bad9aa4cb8865533887ce362f76ec6d9dd1c4588a4ed5306

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.295209Z digest=sha256:a02cea6f9bec82f35c9cf360e9b5680dc21b487ea2dd0ddffb9db028b2787e59

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.302728Z digest=sha256:221e93e0938560e41de89c1ddb18a53e5e89ea06a144014da1c536ba817b8a2a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.312887Z digest=sha256:c8c4b52d791cc73029139c40e7de674ff077ff1da647a9db1d56058b1db8699a

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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.323785Z digest=sha256:f80e7f4adc9c749d8fa5f2b3334ae73a55c41c085b49362372a525783ec6d8b4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.331020Z digest=sha256:763be0670b669a1bf986b0ceab6b6fa53b4d511e7049a93b4e708f3505868632

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.356809Z digest=sha256:ac106c7c26ef111bea3f6f0763037043496b1273e1c1e41525b6ede055fcaa19

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
verified fuzzy
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.366391Z digest=sha256:cb6705a6df98604bcfac0881866e376b97e35328c176215e458908e04cf1e068

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
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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 2026-08-10T06:31:04.303077+00:00.

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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

Resolution
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.394068Z digest=sha256:14640a3a740b73f994844cbff59d83fd69b8ca60949f9237d0373ae958119a1e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.402093Z digest=sha256:74c8350f0b9056bda00c3d760c5aab250eb8b842d0ea6f9e4e744c6453be981a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.413939Z digest=sha256:33df5cef62606e42712dc8964ca8357ce33a8f2cc6766480608683aa2ad2cb26

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.443936Z digest=sha256:2f1acbd322ab9ec190321c96410009c5445e36b3b40f6dc24ef1f7933d8c91e0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.462402Z digest=sha256:917b55cf723fa8b123288d534e4ed5418a951dc15ed492f4d4093ac12baeae3b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.483878Z digest=sha256:b7ac4137e9eace5aa09abdbda75cfe1f50ff467d2aee0a5a40d48bc5798c1d61

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.495558Z digest=sha256:fe7bdd886635de5281777b8ade594e3a76408c5d5ce906065e677b4eac044c1d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.502103Z digest=sha256:df4b3dea2004cc01cabe60b1a3337fbb050165eec1c784e6a6381d0a77f3cf6b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.512304Z digest=sha256:848af7998d3780b396ca82688bd7d887d8f0f6784c56812791d53593bcb8f623

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.542689Z digest=sha256:83b115143efe91c59e290c373516818e5ba21f9db9c9bdb57dde6b5eae00b5ed

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.549859Z digest=sha256:17ed2aa0a3de5a72810d7d4d86cd94685a00e5827b09149a66d70074d1d57a7e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.572588Z digest=sha256:3fe1d7f6efea60c299bf443567f6e7605ca8c77d36713f0b91ba2c764c1ee4c1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.594868Z digest=sha256:8eb45e8ac1f3438c960242d44c83d71c20687b900087e6e56d7f62b870b61b83

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.641743Z digest=sha256:079a57422d3051b9b2748aa3568d223f217ab0e62be932d53a6c0a103457a8c6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.671663Z digest=sha256:c6fc3113c88ca2ed1e6da9a9d1d80bec7f7db91391e451d0d21f1aefaf94bfc7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.704168Z digest=sha256:453e3dd1e5e62d456740487d42f89bd3bff64323b90fd5656bf60d8aee73a648

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.730811Z digest=sha256:997b08ee5e8082f5d3b56e41f123ddbb00bf5ad6891590f284eb10a58d6a38d7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.760178Z digest=sha256:1f265c90dd00ef28fc0db41d0bf282ab3623b287b071280c1099849cb339fd86

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.791714Z digest=sha256:8a837c0806f37d3692728eacf0f2d89e41accfb3ccd7d6c94c560a3752418b7a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.816143Z digest=sha256:eb0a5d077352b125b0f8a25a6fc693272cf61b9ec851298ab9095f2e83a151d3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.837834Z digest=sha256:67ebbea19b2e035cacbc51071e657ea2c99161646bb96aee9bbc386e7f0de3b0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.863195Z digest=sha256:55383a8eb0343b6d498b68cfa51e8fb80f37a4fe6028588e010565a05a167cb0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.886794Z digest=sha256:b8964195fd6cd4575b3f3aee3daa4bb7e11bb51ff522ec536259d104e869c6d2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.956002Z digest=sha256:5cda96e9d34ea3e346a2b852f6df4d97f2732c5eb4f1d4adeb61aaec2f3fe0de

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.988672Z digest=sha256:f8a02db43b4cb7ddfc430787967d4afed81cb06b6697690df850d54e436ab301

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:58.014267Z digest=sha256:69f4c125a38250f0c102799efda08dc26728fdcfd12b593e8321763ed2ff18c6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:58.037377Z digest=sha256:2ec7b6614f8525512c7d472a59429aacd3d92ce0ab400d80d5675b70c0964a00

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:58.066194Z digest=sha256:58fc7e0dd96451cca726e63d8274a8364700ffcae26f036729332b09bf7a9f00

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:58.122969Z digest=sha256:bf0cc56d6e26f0a070464f47a9da79e580f5cfd60ee01662f742eabd4c62e01a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:58.217191Z digest=sha256:d4c7a241f3786cea6ec7ee1e6a73546ed52164f4c159d2adbdccecbde8ab6735

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:12:57.620805Z digest=sha256:870aa9d4de4c051c4e876c603fc4a0d57480f80608d8ed847ee22bac18e302c9

Pith citing papers

No inbound Pith citation observations are available.