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Paper Citation Record · LEDGER

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning

As of 20 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2506.06069.

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

pith.paper-citation-record.v1
2506.06069 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:04:29.885736Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

52 of 52 outbound references displayed

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  • verified fuzzy21
  • unresolved27
  • parse uncertain0
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  • metadata mismatch3

External citation measurements

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Outbound references

Observation 27b4df05-0ce8-4144-8eef-af6742dd7d02 · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 1

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Observation f4504d61-1a13-4598-b643-707fccc0b3ab · outbound

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Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 2

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Observation 48bc46d6-3813-4a1b-98d0-d84d3a2a1ea7 · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 3

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Observation 80b4392a-fef2-44d4-a4d2-e50c81c32d44 · outbound

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Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 4

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Observation 63265952-2b79-4f6a-b11c-059248f32f0e · outbound

This paper cites Program Synthesis with Large Language Models.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Program Synthesis with Large Language Models

Reference 5

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Observation 21bd437b-9dd2-4b82-ac71-bb0032c7493d · outbound

This paper cites Real or Fake? Learning to Discriminate Machine from Human Generated Text.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Real or Fake? Learning to Discriminate Machine from Human Generated Text

Reference 6

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Observation d2f8f71a-5874-4c9b-9e03-6d52bb1d2ba5 · outbound

This paper cites Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature

Reference 7

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Observation 93eac11e-d875-43ed-ae87-6656ca23a3f5 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning On the Opportunities and Risks of Foundation Models

Reference 8

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Observation b56d17bf-0820-4c14-b634-a8c9470d7210 · outbound

This paper cites AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection

Reference 9

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Observation 25ba86cc-3baf-4605-a98e-555b68f03273 · outbound

This paper cites In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations

Reference 10

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ef98e493-4f56-45c6-83ae-8a015bd4b021 · outbound

This paper cites In: Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) (2021).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) (2021)

Reference 11

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Observation 0e2ff4ec-5cda-4a36-96e9-57673c3a3b9e · outbound

This paper cites In: International Conference on Learning Representations.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: International Conference on Learning Representations

Reference 12

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7f72b4d4-5838-4cab-9cd5-be1da0a009cb · outbound

This paper cites The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories

Reference 13

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Observation e6c88944-fe24-497a-a247-7d1b73681833 · outbound

This paper cites In: Proceedings of the 28th International Conference on Computational Linguistics.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Proceedings of the 28th International Conference on Computational Linguistics

Reference 14

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2e1d0700-2bc7-4b9f-95c6-4f2a118e6c6a · outbound

This paper cites In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 15

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation cae73dc2-9169-44d9-94d1-209397e917f9 · outbound

This paper cites Science378(6624), 1092–1097 (2022).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Science378(6624), 1092–1097 (2022)

Reference 16

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Observation 40eb0932-805d-49b9-b1fc-9d8b1aa5c754 · outbound

This paper cites In: International Conference on Machine Learning.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: International Conference on Machine Learning

Reference 17

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Observation af051c0f-680b-4726-9a45-72f7bd321a4a · outbound

This paper cites ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text

Reference 18

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Observation e1db60e8-1eaf-43db-8411-7acf345ca431 · outbound

This paper cites In: 2023 IEEE Symposium on Security and Privacy (SP).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: 2023 IEEE Symposium on Security and Privacy (SP)

Reference 19

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bbfe9c2e-5556-410f-a38d-0ef9b7bde529 · outbound

This paper cites Journal of machine learning research21(140), 1–67 (2020).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Journal of machine learning research21(140), 1–67 (2020)

Reference 20

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Observation 59e2bd55-1dea-42ae-b004-fd04c312e787 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Code Llama: Open Foundation Models for Code

Reference 21

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Observation d6a35e34-6e56-4a9d-82c3-35eb8c885f0f · outbound

This paper cites In: Proceedings of the 47th International Conference on Software Engineering (ICSE 2025).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: Proceedings of the 47th International Conference on Software Engineering (ICSE 2025)

Reference 22

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation df3cc6bb-5b56-4d7c-8302-e2c703ac77d8 · outbound

This paper cites DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text

Reference 23

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Observation 948613be-cf7b-459d-b373-6202bb1a3b51 · outbound

This paper cites CodeGemma: Open Code Models Based on Gemma.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning CodeGemma: Open Code Models Based on Gemma

Reference 24

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Observation f09facd6-7412-459c-9558-1e1967d0fb91 · outbound

This paper cites In: CEUR Work- shop Proceedings, ECAI’08 Workshop on Plagiarism Analysis, Authorship Identi- fication and Near-Duplication Detection, November.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning In: CEUR Work- shop Proceedings, ECAI’08 Workshop on Plagiarism Analysis, Authorship Identi- fication and Near-Duplication Detection, November

Reference 25

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 11e6558d-f757-4ef0-b990-2af68e11bc13 · outbound

This paper cites Hugging Face Blog (2023), https://huggingface.co/blog/starchat-alpha.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Hugging Face Blog (2023), https://huggingface.co/blog/starchat-alpha

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation fd6b69c0-c835-49c9-b4e0-422be606759e · outbound

This paper cites Advances in neural information pro- cessing systems 30 (2017).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Advances in neural information pro- cessing systems 30 (2017)

Reference 27

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Unavailable: canonical work link unavailable.

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Observation 4ad94cb4-6d3d-4690-8906-bba0325b0ff9 · outbound

This paper cites Proceed- ings of the 2021 Conference on Empirical Methods in Natural Language Processing (2021).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Proceed- ings of the 2021 Conference on Empirical Methods in Natural Language Processing (2021)

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 39bf0aad-ab2c-4e05-b23b-c0d02b7a4848 · outbound

This paper cites One Size Does Not Fit All: Investigating Efficacy of Perplexity in Detecting LLM-Generated Code.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning One Size Does Not Fit All: Investigating Efficacy of Perplexity in Detecting LLM-Generated Code

Reference 29

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local_arxiv, observed 2026-08-07T06:04:30.618848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 363bc259-d29a-493f-9a28-56f7baec0356 · outbound

This paper cites Proceedings of the aaai conference on artificial intelligence 38(21), 23155–23162 (2024).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Proceedings of the aaai conference on artificial intelligence 38(21), 23155–23162 (2024)

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bcd5bc4f-f0fa-4313-a5b7-a3b93e29e844 · outbound

This paper cites The Twelfth International Conference on Learning Representations (ICLR) (2024).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning The Twelfth International Conference on Learning Representations (ICLR) (2024)

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7091d9cb-005c-4583-a410-7d25398c6a67 · outbound

This paper cites Zero-Shot Detection of Machine-Generated Codes.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Zero-Shot Detection of Machine-Generated Codes

Reference 32

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Unavailable: canonical work link unavailable.

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Observation e3ec9ce9-47d9-4975-afba-10b304dafc5e · outbound

This paper cites Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting

Reference 33

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local_arxiv, observed 2026-08-07T06:04:30.254764Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2ff890f8-74a6-4188-83ff-f378299870ae · outbound

This paper cites CoRR (2023).

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning CoRR (2023)

Reference 34

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raw_fallback, observed 2026-08-07T06:04:34.549209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:27.106367Z digest=sha256:c03c1a4f0f6a324b7570ce4fb0de6eeadaa1358f8e2a53f7e4e703e9849e431b

Observation aac47948-1cd9-4ce8-b91d-144760b49f0a · outbound

This paper cites Advances in neural information processing systems 32 (2019) Detection of LLM-Generated Code via Approximated Task Conditioning 19.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Advances in neural information processing systems 32 (2019) Detection of LLM-Generated Code via Approximated Task Conditioning 19

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:34.410448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:27.332211Z digest=sha256:95f62c6d47e07dfe1c75ae9a4d45a9ffe21f7361b5ea604500cbee9e4608aaa7

Observation d5db39b0-d6ee-4b65-ab43-0c2d1c0127d8 · outbound

This paper cites You serve as a writing assistant. I will first give you a prompt. You need to tell me a story about the prompt. <PROMPT>.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning You serve as a writing assistant. I will first give you a prompt. You need to tell me a story about the prompt. <PROMPT>

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:34.270511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:27.485725Z digest=sha256:423e90172608aecd508f8359df2b3858b19582d096d17f099971f6f0427f21fd

Observation cbb0727b-1c90-485b-b981-2d81e70be51c · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:34.115223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:27.572087Z digest=sha256:fae7a278d987ffa8e77c99371eb4f00d2facba3fbe8709a27273e682cf964884

Observation 6fe8b655-fd4a-4122-bfa3-9eca4a688b6c · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:33.919735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:27.773856Z digest=sha256:2d00d3d04ad65ae5b7ce67955d486fd6b543594162be6a79f0df022969d5f4b3

Observation fe301fcb-e11a-4cf5-8532-6bc12ee84920 · outbound

This paper cites Yes") else: print(.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes") else: print(

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:33.757761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:27.917220Z digest=sha256:ecac294178ebfa5a07977cb8dc511f83e4a6d59982112cff61e3483fcbcf374d

Observation 2c97e5db-4d83-4c74-9618-6aa0662bf7fc · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:33.556444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:28.025328Z digest=sha256:1b89e9b38afa0d77aabcfad610fc8984d9051614168a28a84b532fd1c10c96a4

Observation 00539333-636b-44ac-8c56-998f960ed842 · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:33.427520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:28.199206Z digest=sha256:0f1c7dd9ba8ee0419f1739fc6b5aaeb39180a7f3787250dad92d933fdb5550bf

Observation d161846c-29e8-4c1a-89e2-3337ecf39098 · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:33.254821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:28.358965Z digest=sha256:7bf7634387e5b452d5929a83719f0a67930e8c92d8881fe159dd2d2fabded02e

Observation 84e2fe0f-4fb7-4913-9e19-06b7b2aaeb13 · outbound

This paper cites Yes") else: print(.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes") else: print(

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:33.099226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:28.564247Z digest=sha256:1932ceaf7603da558ffd94de73180e4309a6b06fb976cb249f1e3873c5b5ed46

Observation 6563403f-c003-4e63-ad21-48301aba6afb · outbound

This paper cites Yes", otherwise print.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes", otherwise print

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:32.966694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:28.693987Z digest=sha256:209c5b742086c43d3b45d9c22e7280ff919a904a21d4c9587fd067b0dc323b06

Observation 631815ac-7d9a-462e-a799-b25fa3782496 · outbound

This paper cites Yes" if they are equal, and.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes" if they are equal, and

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:32.814905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:28.835754Z digest=sha256:72b92b9ee2673bd8abaf2165d218a6c9a98dc19bdc87331c2a6461445c9a2538

Observation 0b10495e-be50-4beb-b3f8-9a9ecf27bee1 · outbound

This paper cites Yes" if a is equal to b, and.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes" if a is equal to b, and

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:32.687182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:28.982104Z digest=sha256:cde370e2b509bfb44142d56008a352bfbd2a04344355d5febd6fb3802f30ed60

Observation a1fb4e3e-1944-4b55-9eb5-5c67fde9f271 · outbound

This paper cites Yes" otherwise print.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes" otherwise print

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:32.535852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:29.153050Z digest=sha256:8cf3642a16df68d6f4fd683bba9c35289dbe693f2666cc030dcdbb67aeb934d6

Observation e026e98c-f9b7-43a5-9f73-7e01ac1c4d82 · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:32.368499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:29.303047Z digest=sha256:118c9045081bd7c1ba33552f03cc30217f730ee03247db7194481209436c906f

Observation e5bc1e56-5f19-4189-806f-493311af3867 · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:32.146528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:29.467945Z digest=sha256:f6c266d525bc746a171c62a71c3c5eac9c3729b42957f17e87a287d19749eff5

Observation cb083e35-9f3e-4b99-8ddc-0ad3480f7bd3 · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:31.913707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:29.611963Z digest=sha256:5e35deef744f5495ad3c36eca9e41f5b359df0678f077fea42816172a9350fc2

Observation 38165af9-d2ac-4f49-bd04-a657ce74bc03 · outbound

This paper cites an unresolved cited work.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:04:31.647909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:29.742442Z digest=sha256:34caf1937c64c634b5188d19e1d922ba4f4bd1f6a346557b850f2245dbc132a7

Observation 595ec603-9b20-4361-afb5-876eccb6696c · outbound

This paper cites Yes" if they are equal, otherwise print.

Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning Yes" if they are equal, otherwise print

Reference 52

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T06:04:31.439364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:04:29.885736Z digest=sha256:b9e166ead36ab2711c29a3d94ef0b40fe8374409df8db94c9771f999d1bbbb75

Pith citing papers

No inbound Pith citation observations are available.