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Paper Citation Record · LEDGER

Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2210.14306.

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

pith.paper-citation-record.v1
2210.14306 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:18:22.994894Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

21
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 87710c03-d708-454b-b7de-59cf30e0cd05 · inbound

Capabilities of GPT-4 on Medical Challenge Problems cites this paper.

Capabilities of GPT-4 on Medical Challenge Problems Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-15T13:43:34.875659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T13:43:34.786794Z digest=sha256:25505ca257837481fbcd13ef133c3e43e7977efc1ebd8b1952d4f5f90fd9d62d

Observation 844493a5-82c6-4da5-8ae5-a0320edab3ba · inbound

A Survey on Large Language Models for Code Generation cites this paper.

A Survey on Large Language Models for Code Generation Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 190

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:06.499367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-13T20:18:06.304134Z digest=sha256:74393e1812afc8ecbfde5e62de00bbc04123b0346a2671c3a73d9984fd8c799a

Observation 7c77704f-8a2d-456d-9e35-4e1b79c21dac · inbound

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks cites this paper.

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-23T20:03:24.585003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-23T19:58:28.103216Z digest=sha256:cf28bb4f19e3438628a59489cc2c141730b769400a8de7e18d099a3322cd7025

Observation 86dac6c7-cea0-435b-9257-001e58159f36 · inbound

Insights from the Frontline: GenAI Utilization Among Software Engineering Students cites this paper.

Insights from the Frontline: GenAI Utilization Among Software Engineering Students Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T11:18:22.994894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:18:22.994894Z digest=sha256:c7ba3d3ffcc62efa12970c843a11a65f4d079840ec72f2ad6ee816ee2cdf16e9

Observation 9bff36be-0a6f-4296-bd08-aadee3d8415b · inbound

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching cites this paper.

Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-09T01:03:53.642877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:03:53.642877Z digest=sha256:05468cd038878647f287989af40fe05c339639eaeda9c3efc9e8e3d8be3dded6

Observation 8cee4e96-66e4-4ab3-baf3-d16d163e4c9e · inbound

Agentic Much? Adoption of Coding Agents on GitHub cites this paper.

Agentic Much? Adoption of Coding Agents on GitHub Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:00:52.325657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-16T10:57:47.880072Z digest=sha256:40fece858149e65a371d755416311bab3e7015ae67ea08e5494899573678f38d

Observation e6eb60b1-1a9b-405f-bd40-3a9c670ecc36 · inbound

RECAP: An End-to-End Platform for Capturing, Replaying, and Analyzing AI-Assisted Programming Interactions cites this paper.

RECAP: An End-to-End Platform for Capturing, Replaying, and Analyzing AI-Assisted Programming Interactions Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-09T19:35:39.741673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-05-09T18:39:05.786210Z digest=sha256:6b7d430bb2de52a4f520f666efdb1fdd4874e9a51d805054dc3f6bb5963b8b0f

Observation 7f31a044-1841-4d84-bed2-c5aa4440b399 · inbound

Mise en Place for Agentic Coding: Deliberate Preparation as Context Engineering Methodology cites this paper.

Mise en Place for Agentic Coding: Deliberate Preparation as Context Engineering Methodology Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-08T20:44:11.490139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-08T15:58:52.624658Z digest=sha256:65dbc14892c0f3507cb3e55f4bca652de5a4b182158ceae1c9e5028cc0f7dfa0