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Paper Citation Record · LEDGER

"Give me the code" -- Log Analysis of First-Year CS Students' Interactions With GPT

As of 13 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2411.17855.

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

pith.paper-citation-record.v1
2411.17855 v2

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:48:57.249977Z

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

3 of 3 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bcb791fb-9ad1-41f8-9e64-1a18d2c47842 · outbound

This paper cites The centaur programmer -- How Kasparov's Advanced Chess spans over to the software development of the future.

"Give me the code" -- Log Analysis of First-Year CS Students' Interactions With GPT The centaur programmer -- How Kasparov's Advanced Chess spans over to the software development of the future

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-12T11:48:57.313515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:48:57.241149Z digest=sha256:a34361495da5c31b6a3b0924dfc93f5ebaded328a4b0a5597762fff26e6a94aa

Observation 59d90709-5d7a-4114-8b2c-1e5747e4f91c · outbound

This paper cites Navigating Complexity in Software Engineering: A Prototype for Comparing GPT-n Solutions.

"Give me the code" -- Log Analysis of First-Year CS Students' Interactions With GPT Navigating Complexity in Software Engineering: A Prototype for Comparing GPT-n Solutions

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-08-12T11:48:57.286439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T11:48:57.249977Z digest=sha256:51297109f69bbd8c12491e03eba943e34f9d446abf3be8ebb1191e131de1b5b3

Observation 770b35d0-4859-4415-b447-485b2ab66118 · outbound

This paper cites Promptly: Using Prompt Problems to Teach Learners How to Effectively Utilize AI Code Generators.

"Give me the code" -- Log Analysis of First-Year CS Students' Interactions With GPT Promptly: Using Prompt Problems to Teach Learners How to Effectively Utilize AI Code Generators

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-12T11:48:57.245834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:48:57.245834Z digest=sha256:eddfdbfcedfe980c448d03bcdf1b53b58bb7717abd78d58e716e960331457c62

Pith citing papers

No inbound Pith citation observations are available.