Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:20:12.823502Z
Paper Citation Record · LEDGER
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering
As of 18 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 5 inbound Pith citation observations for arXiv:2501.08774.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:18:09.231666Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T05:53:08.936535Z
Reference resolution
16 of 16 outbound references displayed
- verified exact0
- verified fuzzy15
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d6a6d1e4-62e2-48cd-b26d-a5ae006ed818 · outbound
This paper cites Navigating the complexity of generative AI ad option in software engineering,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Navigating the complexity of generative AI ad option in software engineering,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:13.022549Z
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.
Observation ea53d355-26df-47c6-b132-3a4e90b31d25 · outbound
This paper cites A decade of progress: A systematic literature review on the integration of AI in software engineering phases and a ctivities (2013-2023),.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering A decade of progress: A systematic literature review on the integration of AI in software engineering phases and a ctivities (2013-2023),
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:13.013003Z
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.
Observation b002dc59-f32f-4e4f-ba8a-ed076b2891f6 · outbound
This paper cites Visuali zing developer interactions,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Visuali zing developer interactions,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:13.002922Z
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.
Observation 27152b54-790a-4881-8487-5054ac5366fc · outbound
This paper cites Iden- tifying the factors that influence trust in AI code completio n,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Iden- tifying the factors that influence trust in AI code completio n,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.993924Z
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.
Observation 2ef8dc27-934d-49fa-82d0-126eb19972b5 · outbound
This paper cites Understanding and designing for trust in AI- powered developer tooling,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Understanding and designing for trust in AI- powered developer tooling,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.983932Z
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.
Observation ab9b60f0-af5d-4a9d-84fb-46ea094e3484 · outbound
This paper cites The programmer’s assistant: Conversational interaction with a large language model for software development,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering The programmer’s assistant: Conversational interaction with a large language model for software development,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.973638Z
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.
Observation d332cc52-7854-4c79-9f0f-86ccc0b0dfaf · outbound
This paper cites Taking flight with Copilot: Ear ly insights and opportunities of AI-powered pair-programming tools,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Taking flight with Copilot: Ear ly insights and opportunities of AI-powered pair-programming tools,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.962765Z
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.
Observation b7cac079-1d36-481d-bef8-35ac63dfa931 · outbound
This paper cites Generativ e AI for pull request descriptions: Adoption, impact, and developer int erventions,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Generativ e AI for pull request descriptions: Adoption, impact, and developer int erventions,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.949857Z
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.
Observation c1c854af-c556-4865-ac25-65e3d1b1e36b · outbound
This paper cites DevGPT: St udying developer-ChatGPT conversations,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering DevGPT: St udying developer-ChatGPT conversations,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.939002Z
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.
Observation cb869e65-6559-45d5-8431-4cc04931d3b0 · outbound
This paper cites AI-assisted coding with Cody: Lessons from context retrieval and evalua tion for code recommendations,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering AI-assisted coding with Cody: Lessons from context retrieval and evalua tion for code recommendations,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.928878Z
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.
Observation ea3417f5-8e1a-41ce-bb79-6cb7135ef150 · outbound
This paper cites More on AI tools: Developer’s magic wand,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering More on AI tools: Developer’s magic wand,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.918147Z
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.
Observation 2a94a61f-58e0-4123-8e24-b953a2d92665 · outbound
This paper cites From Copilot to Pilot: Towards AI Supported Software Development.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering From Copilot to Pilot: Towards AI Supported Software Development
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:20:12.807296Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38223474-40b1-4ea8-9414-01b31b0e7f9a · outbound
This paper cites Greeni ng large language models of code,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Greeni ng large language models of code,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.907146Z
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.
Observation 1686a004-f11d-4187-9a52-69d39dd2d1ab · outbound
This paper cites Dem ystifying practices, challenges and expected features of using GitHu b Copilot,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Dem ystifying practices, challenges and expected features of using GitHu b Copilot,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.890197Z
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.
Observation cfa0b4d7-b956-49c5-9931-52d7923ce371 · outbound
This paper cites An analysis of generative ar- tificial intelligence tools usage to adapt and enrich softwa re development courses,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering An analysis of generative ar- tificial intelligence tools usage to adapt and enrich softwa re development courses,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.878181Z
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.
Observation 05ee1399-cf75-4a4e-b063-a1c5cf642f49 · outbound
This paper cites Improving feedback on GitHub pull requests: A bots approach,.
How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering Improving feedback on GitHub pull requests: A bots approach,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:20:12.865082Z
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.
Pith citing papers
Observation 04246a9c-7d97-4cf4-9cb7-0d89192e53a9 · inbound
A survey of generative AI adoption and perceived productivity among scientists who program cites this paper.
A survey of generative AI adoption and perceived productivity among scientists who program How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:21:13.559879Z
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.
Observation a36d230a-9486-42a1-ba06-706465072adc · inbound
The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development cites this paper.
The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:11:11.878441Z
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.
Observation 18b40a04-8bc9-4e2d-a0fc-2de9e613284a · 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 How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering
Reference 4
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-11T18:26:11.784361Z
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.
Observation 1a37eada-d952-46f9-9c8d-c6a267638a18 · inbound
From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration cites this paper.
From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering
Reference 86
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T05:53:08.937953Z
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.
Observation b29f5580-9fe8-4f21-8a82-6090164a35e7 · inbound
Principal Trait Analysis: Towards Deriving "Skills" in Human-AI Collaboration cites this paper.
Principal Trait Analysis: Towards Deriving "Skills" in Human-AI Collaboration How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:18:09.231666Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.