Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:18:23.275139Z
Paper Citation Record · LEDGER
Insights from the Frontline: GenAI Utilization Among Software Engineering Students
As of 19 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 1 inbound Pith citation observation for arXiv:2412.15624.
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 2026-08-16T11:39:19.375656Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-16T11:39:19.516176Z
Reference resolution
80 of 80 outbound references displayed
- verified exact2
- verified fuzzy56
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7b903a64-584d-4501-b036-fcc1631015b7 · outbound
This paper cites an unresolved cited work.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:18:27.958892Z
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 6ef9f727-55d5-4b49-9a35-c690e5da48ec · outbound
This paper cites an unresolved cited work.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:18:27.768192Z
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 4d5cbe4a-0b1a-493f-b698-20ce41149b23 · outbound
This paper cites Copilot,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Copilot,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.733373Z
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 5c1c69dd-61ee-4a80-9257-4769fa0126b6 · outbound
This paper cites Large language models for software engineering: Sur- vey and open problems,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Large language models for software engineering: Sur- vey and open problems,
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:22.795079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 174c437c-7fdd-4b5e-abfa-3cfcfced4dc2 · outbound
This paper cites Generative AI for software practitioners,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Generative AI for software practitioners,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.704136Z
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 718591e9-7ab5-4cbc-9a1b-7ea7f5c51cbc · outbound
This paper cites Navigating the complexity of generative AI adoption in software engineering,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Navigating the complexity of generative AI adoption in software engineering,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.685676Z
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 21eca6e5-e32e-4549-9e2d-2aa11a30eb1e · outbound
This paper cites Generative AI assistants in software develop- ment education: A vision for integrating generative AI into educational practice, not instinctively defending against it.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Generative AI assistants in software develop- ment education: A vision for integrating generative AI into educational practice, not instinctively defending against it
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.630993Z
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 e5489aef-c4e0-4ff2-a046-ee637e1f5c82 · outbound
This paper cites Generative Artificial Intelligence for Software Engineering -- A Research Agenda.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Generative Artificial Intelligence for Software Engineering -- A Research Agenda
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:22.828959Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa52e53e-7129-4a98-921e-9526aa2c624e · outbound
This paper cites Computing education in the era of generative AI,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Computing education in the era of generative AI,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.348669Z
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 33c9ee60-d7cc-415d-b1b2-b1e01fb41177 · outbound
This paper cites The end of programming,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students The end of programming,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.304467Z
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 463ece8c-51b9-4f8c-b6e7-111897990d12 · outbound
This paper cites The premature obituary of programming,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students The premature obituary of programming,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.285946Z
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 e0b824eb-e5c7-4ce4-b8dd-63681587eefc · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Evaluating Large Language Models Trained on Code
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:22.856283Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f361b1af-d19f-4bfe-8a61-6d51abe08e77 · outbound
This paper cites On the Opportunities and Risks of Foundation Models.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students On the Opportunities and Risks of Foundation Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:22.863672Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 797430a5-353f-4780-9ff5-39c6b85d80fb · outbound
This paper cites Towards characterizing trust in gen- erative artificial intelligence among students,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Towards characterizing trust in gen- erative artificial intelligence among students,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.266404Z
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 1f3b98be-18e7-4604-85cc-a1c3404f6be3 · outbound
This paper cites Programming is hard-or at least it used to be: Educational opportunities and challenges of AI code generation,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Programming is hard-or at least it used to be: Educational opportunities and challenges of AI code generation,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.249839Z
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 c3a80664-d3cf-4d4a-a453-1720889301c2 · outbound
This paper cites An- ticipating user needs: Insights from design fiction on conversational agents for computational thinking,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students An- ticipating user needs: Insights from design fiction on conversational agents for computational thinking,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.231170Z
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 38931e22-c4e0-4240-9880-2c0385650ee8 · outbound
This paper cites Attention is all you need,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Attention is all you need,
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:22.887903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05d43357-1fa1-4343-a6dd-631e7954e2ac · outbound
This paper cites GPT-4 Technical Report.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students GPT-4 Technical Report
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:22.894998Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac06aab6-62cc-443e-97a1-fa82d5720ea6 · outbound
This paper cites How Far Are We? The Triumphs and Trials of Generative AI in Learning Software Engineering,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students How Far Are We? The Triumphs and Trials of Generative AI in Learning Software Engineering,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:27.015356Z
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 ca134bbe-a096-4fd8-85d3-99f2cfa0545c · outbound
This paper cites More than calculators: Why large language models threaten public education,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students More than calculators: Why large language models threaten public education,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.994036Z
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 becdd686-61af-4f6e-aa7f-5cd65b5e1560 · outbound
This paper cites From” ban it till we understand it.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students From” ban it till we understand it
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.976059Z
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 4291d306-6bf4-45b8-8ce4-b1cfbdfc1a67 · outbound
This paper cites A large-scale survey on the usability of AI programming assistants: Successes and challenges,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students A large-scale survey on the usability of AI programming assistants: Successes and challenges,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.957751Z
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 ab88a62d-810d-4b5b-93ba-d172fdb60569 · outbound
This paper cites How AI is helping to identify skills gaps and future jobs,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students How AI is helping to identify skills gaps and future jobs,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.739462Z
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 83b5a464-85bd-4dd0-8ece-eef937382244 · outbound
This paper cites How knowledge workers think generative AI will (not) transform their industries,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students How knowledge workers think generative AI will (not) transform their industries,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.631977Z
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 dee3cbf7-6e88-4053-ac51-6b84193e436b · outbound
This paper cites The robots are here: Navigating the generative AI revolution in computing education,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students The robots are here: Navigating the generative AI revolution in computing education,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.609715Z
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 1cc71ee0-b946-4e80-8c81-afa18aa5b80d · outbound
This paper cites “so what if chatgpt wrote it?.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students “so what if chatgpt wrote it?
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.514070Z
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 f946fc2c-9769-4768-bf7d-f99019c9877e · outbound
This paper cites Exploring chatgpt’s impact on post-secondary education: A qualitative study,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Exploring chatgpt’s impact on post-secondary education: A qualitative study,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.281023Z
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 d445ad16-d4f7-4467-847c-b52a6c50ddd2 · outbound
This paper cites "With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students "With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T11:18:23.504672Z
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 0f21d70b-3c1e-40bc-aed4-46866d6ab29e · outbound
This paper cites University students as early adopters of chatgpt: Innovation diffusion study,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students University students as early adopters of chatgpt: Innovation diffusion study,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.190035Z
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 fc6d6412-efd3-4e94-91a5-f9b2c82d035e · outbound
This paper cites Exploring the Role of AI Assistants in Computer Science Education: Methods, Implications, and Instructor Perspectives.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Exploring the Role of AI Assistants in Computer Science Education: Methods, Implications, and Instructor Perspectives
Reference 30
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-11T11:18:23.465664Z
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 3b9f99c2-be5c-4750-94a4-793ba53c0468 · outbound
This paper cites Generative ai in computing education: Perspectives of students and instructors,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Generative ai in computing education: Perspectives of students and instructors,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.172967Z
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 545f4989-3fbd-41c0-8b94-69963bb35e21 · outbound
This paper cites Grounded copilot: How programmers interact with code-generating models,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Grounded copilot: How programmers interact with code-generating models,
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:22.983867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9be3b05-2e3b-437e-91df-a430bad90383 · outbound
This paper cites Studying the effect of AI code generators on supporting novice learners in introductory programming,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Studying the effect of AI code generators on supporting novice learners in introductory programming,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.134608Z
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 86dac6c7-cea0-435b-9257-001e58159f36 · outbound
This paper cites Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming.
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.
Observation cf979a84-05ed-4857-b07a-c7a73b156356 · outbound
This paper cites The programmer’s assistant: Conversational interaction with a large language model for software development,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students The programmer’s assistant: Conversational interaction with a large language model for software development,
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.000868Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 607ff3df-e349-4db9-af08-49cecbeb74fd · outbound
This paper cites Expectation vs. experi- ence: Evaluating the usability of code generation tools powered by large language models,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Expectation vs. experi- ence: Evaluating the usability of code generation tools powered by large language models,
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.006397Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6808c572-46a9-47b1-a775-b32aeec61490 · outbound
This paper cites In-ide code generation from natural language: Promise and challenges,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students In-ide code generation from natural language: Promise and challenges,
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.014310Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47063e35-530a-48ab-bc9f-e5b4627f3cdf · outbound
This paper cites Productivity assessment of neural code completion,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Productivity assessment of neural code completion,
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.022208Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfbf0502-2c47-477f-bf8d-c39c89f74b60 · outbound
This paper cites “it’s weird that it knows what i want.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students “it’s weird that it knows what i want
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.034846Z
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 91596684-a820-4517-a192-eca30842da8f · outbound
This paper cites Taking flight with copilot,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Taking flight with copilot,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:26.011380Z
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 28f57204-9852-4847-853c-2cd31f2444a8 · outbound
This paper cites Guidelines for human- AI interaction,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Guidelines for human- AI interaction,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.993241Z
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 c1cd1b0d-7671-4347-b7f2-8e0d8bb934cd · outbound
This paper cites The widening gap: The benefits and harms of generative AI for novice programmers,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students The widening gap: The benefits and harms of generative AI for novice programmers,
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.948770Z
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 7b7100f9-ddee-4249-a3fa-2387ee89e23b · outbound
This paper cites An investigation of the drivers of novice programmers’ intentions to use web search and GenAI,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students An investigation of the drivers of novice programmers’ intentions to use web search and GenAI,
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.788383Z
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 cd059f9f-0339-4955-850b-441be0981285 · outbound
This paper cites AI-driven development is here: Should you worry?.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students AI-driven development is here: Should you worry?
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.681240Z
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 31fbd662-d267-4310-a350-a2e5480db965 · outbound
This paper cites Com- piler error messages considered unhelpful: The landscape of text-based programming error message research,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Com- piler error messages considered unhelpful: The landscape of text-based programming error message research,
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.650190Z
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 38e01ad0-5421-4535-900e-faeced5ac50c · outbound
This paper cites The robots are coming: Exploring the implications of openai codex on introductory programming,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students The robots are coming: Exploring the implications of openai codex on introductory programming,
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.629159Z
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 278a5fde-fb98-4632-9c3a-057cc42e911c · outbound
This paper cites Automatic generation of programming exercises and code explanations using large language models,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Automatic generation of programming exercises and code explanations using large language models,
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.610051Z
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 3e69f9c4-7f44-4564-b820-430113f505d5 · outbound
This paper cites Can genera- tive pre-trained transformers (gpt) pass assessments in higher education programming courses?.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Can genera- tive pre-trained transformers (gpt) pass assessments in higher education programming courses?
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.586107Z
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 d18121f6-94e7-41be-9d2a-a4458f319705 · outbound
This paper cites Comparing code explanations created by students and large language models,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Comparing code explanations created by students and large language models,
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.565204Z
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 fdb090a5-e7eb-4437-9b27-05496c929b6a · outbound
This paper cites Experiences from using code explanations generated by large language models in a web software development e-book,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Experiences from using code explanations generated by large language models in a web software development e-book,
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.540477Z
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 ea350af7-2ba1-45cc-8534-f47e4d11571b · outbound
This paper cites Using GitHub copilot to solve simple programming problems,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Using GitHub copilot to solve simple programming problems,
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.329622Z
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 aa031ce9-301c-49e1-9739-071682acd7a3 · outbound
This paper cites Using large language models to enhance programming error messages,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Using large language models to enhance programming error messages,
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.258139Z
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 54831c91-8a2f-473e-b107-e6e19a36b18a · outbound
This paper cites The AI generation gap: Are Gen Z students more interested in adopting generative AI such as chatgpt in teaching and learning than their Gen X and millennial generation teachers?.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students The AI generation gap: Are Gen Z students more interested in adopting generative AI such as chatgpt in teaching and learning than their Gen X and millennial generation teachers?
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.241127Z
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 ae87652c-36e5-48c5-9144-b976e6cca480 · outbound
This paper cites Insights from social shaping theory: The appropriation of large language models in an undergraduate programming course,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Insights from social shaping theory: The appropriation of large language models in an undergraduate programming course,
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.212247Z
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 19354956-7173-4e31-8757-a5c47d724f57 · outbound
This paper cites ChatGPT in Data Visualization Education: A Student Perspective.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students ChatGPT in Data Visualization Education: A Student Perspective
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.117778Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed84bf40-92a4-48bb-a27b-3cbbc45258e3 · outbound
This paper cites Supplemental Material for GenAI Utilization Among SE Students,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Supplemental Material for GenAI Utilization Among SE Students,
Reference 56
- Resolution
- verified exact
- doi, observed 2026-08-11T11:18:23.331315Z
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 77e6d8d0-2353-444e-966f-2732893f8398 · outbound
This paper cites A revision of bloom’s taxonomy: An overview,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students A revision of bloom’s taxonomy: An overview,
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.180745Z
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 068317b5-80f2-497a-bd9a-e5275f40168e · outbound
This paper cites Bloom’s taxonomy: Original and revised,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Bloom’s taxonomy: Original and revised,
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.159850Z
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 c8cf22a0-2f39-44bb-9db6-eba082405e66 · outbound
This paper cites Using software engineering design principles as tools for freshman students learning,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Using software engineering design principles as tools for freshman students learning,
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:25.143738Z
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 4b098a74-bfef-4ec3-ae1d-d415d28de1d6 · outbound
This paper cites The mind in the middle,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students The mind in the middle,
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.984810Z
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 147eef62-63e2-4d5b-8077-4f4b070123f8 · outbound
This paper cites A literature review of the anchoring effect,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students A literature review of the anchoring effect,
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.878248Z
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 24200764-b4ba-4f76-8565-4315f0f540e8 · outbound
This paper cites an unresolved cited work.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Unresolved cited work
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.167317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74add762-ad0c-440f-a009-e9af0b9b12d7 · outbound
This paper cites Using thematic analysis in psychology,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Using thematic analysis in psychology,
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.833214Z
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 927f7130-4f96-46e7-ab3b-a868f2a97487 · outbound
This paper cites Conceptual and design thinking for thematic analysis.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Conceptual and design thinking for thematic analysis
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.810719Z
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 9322cbbd-f381-45af-86aa-9447e592efb0 · outbound
This paper cites Atlas.ti (version 3) [computer software],.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Atlas.ti (version 3) [computer software],
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.788681Z
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 1645ef90-6d9a-468f-b1b7-744766e3ebe2 · outbound
This paper cites Reliability and inter-rater reliability in qualitative research: Norms and guidelines for CSCW and HCI practice,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Reliability and inter-rater reliability in qualitative research: Norms and guidelines for CSCW and HCI practice,
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.761685Z
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 7ca0d9b5-ed08-4d0d-8875-598422120c53 · outbound
This paper cites What is an adequate sample size? operationalising data saturation for theory-based interview studies,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students What is an adequate sample size? operationalising data saturation for theory-based interview studies,
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.744348Z
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 47a07326-acb8-41ea-bc28-0ca8fb56e8c4 · outbound
This paper cites Evaluating errors and improving performance of chatgpt,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Evaluating errors and improving performance of chatgpt,
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.725253Z
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 72c4b1db-c9c1-4e14-8851-5741e3184dfe · outbound
This paper cites Cognitive load theory,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Cognitive load theory,
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.205443Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63a675f1-c2bd-425d-bbc9-d9fb172ccbd8 · outbound
This paper cites Social foundations of thought and action,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Social foundations of thought and action,
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.691391Z
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 bad8f3b5-9b9b-4fde-993d-2d37fdb1fe8e · outbound
This paper cites Self-determination theory,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Self-determination theory,
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.576724Z
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 6b03ec20-40e7-4df8-81c7-d7341d1b1314 · outbound
This paper cites Technology acceptance model,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Technology acceptance model,
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.414757Z
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 6f9303ad-1bfe-47e6-8162-5160e14734bf · outbound
This paper cites AI Guidance & FAQs,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students AI Guidance & FAQs,
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.234872Z
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 27f09160-3491-466f-9a78-45e87d174e4a · outbound
This paper cites Guidance for the use of Generative AI,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Guidance for the use of Generative AI,
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:24.104864Z
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 a4156152-fbf0-485c-b7b2-b35231c4df13 · outbound
This paper cites Trust in Generative AI among students: An exploratory study,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Trust in Generative AI among students: An exploratory study,
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:23.980203Z
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 39155d97-43d2-4b0c-ad42-b069f335a4cf · outbound
This paper cites What Guides Our Choices? Modeling Developers' Trust and Behavioral Intentions Towards GenAI.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students What Guides Our Choices? Modeling Developers' Trust and Behavioral Intentions Towards GenAI
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.255072Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b1dc6df-6a00-477b-a588-7f022b8e4961 · outbound
This paper cites Taking flight with copilot: Early in- sights and opportunities of ai-powered pair-programming tools,.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Taking flight with copilot: Early in- sights and opportunities of ai-powered pair-programming tools,
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:18:23.830388Z
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 119deeb0-b0e7-4e53-b735-5bf6fdc9bc2d · outbound
This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:18:23.265121Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eea467d8-db68-41bb-834b-2a2fb87ce5fa · outbound
This paper cites an unresolved cited work.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:18:23.757543Z
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 2bbbad4e-e95d-4b4f-a166-03ce17d72fe3 · outbound
This paper cites an unresolved cited work.
Insights from the Frontline: GenAI Utilization Among Software Engineering Students Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:18:23.678533Z
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 cf67484f-14c8-45d1-9f3a-610f47fbba6b · inbound
Evaluating Code Generation of LLMs in Advanced Computer Science Problems cites this paper.
Evaluating Code Generation of LLMs in Advanced Computer Science Problems Insights from the Frontline: GenAI Utilization Among Software Engineering Students
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-16T11:39:19.522116Z
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.