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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.

pith.paper-citation-record.v1
2412.15624 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:18:23.275139Z

measured 81 of 81 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:39:19.375656Z

measured 0 of 1 external citation measurements

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 2026-08-19T06:32:44.657259+00:00.

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.783552Z digest=sha256:89349f366792a13f672849b321b51ac584b0c620f9d64ba36c2ef9d54b8e43e3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.789102Z digest=sha256:bc65eb2472aecb4017917dfca522f22182cb81b3e5850ae68008073fc0d28738

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.

source=pdf_text observed=2026-08-11T11:18:22.795079Z digest=sha256:ec694013e191c30157be9879b8b6cd964b76f5fd6e523a2c36846e37a15a06e2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.802219Z digest=sha256:dceb43af44855fbb5c7b36d1f5ac84cd2d4571814377b71a0223fedc23bc2a5a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.809696Z digest=sha256:af4db658df13e2cf763e50f641ac94c68722966eabbd7f6c0381f977b39aef86

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.818147Z digest=sha256:e2f54c96300592f2e2736ec23c9496c548c180197f7eced13ca0cfefab927acd

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.

source=pdf_text observed=2026-08-11T11:18:22.828959Z digest=sha256:daeb2edcc2d78c3e6e745376ae7999822c07029853f11e8872d98f3fc0fef909

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.836776Z digest=sha256:8b164ad8200a2a4cbeaabd6a79c06fcc78a03f87a92107ff22c0c9f5d2e9a91f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.842573Z digest=sha256:8f6ebc52ed436b56491f0c729b9fb6231b76d7092239f2fbcf79da29864d7635

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.849076Z digest=sha256:7dfe7b33e6f94f116e4e8adf70dfa749fa802d7a6695f7987306ec535eab55d8

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.

source=pdf_text observed=2026-08-11T11:18:22.856283Z digest=sha256:d1403bc3255af2b7e7d5c0054be5ec38328c7d5a49fd13407a7cc4c8ca3a629c

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.

source=pdf_text observed=2026-08-11T11:18:22.863672Z digest=sha256:e85323ece02975fd0db153f97d9c4e147e8902b31186c0adf303cf2e8b68fd2c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.869020Z digest=sha256:7dfdfdfd8ba2e0426f73e2128b41ed56c23b7e2f6e96cb6a451c3f523e4ab197

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.876836Z digest=sha256:96a8d6975b3da84d71d14e06e5f9108c1227ad7dcd2481fbb3e66293b15c5738

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.882066Z digest=sha256:680c5a4fdc3b7f44c22a5a2d8e7abeabe4d272dc11b884395976680059404eb8

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.

source=pdf_text observed=2026-08-11T11:18:22.887903Z digest=sha256:7c296eceb7d3f2e49fc8715a1402fd1d2a1ae0a242de6f1a248eab30374689d2

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.

source=pdf_text observed=2026-08-11T11:18:22.894998Z digest=sha256:da0f07f62b0e63b236cf3908db9b9be10be70b25888fba6597e2380336e4d80d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.900365Z digest=sha256:df0e9b51bd173eb847a5ae1769003119c2096ebb3ebe07e17157c98009076c21

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.904799Z digest=sha256:f6d5b4c4bf83a69d664768d1f7d88d8bc3455a9f57fda87baa01ad065d559005

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.909895Z digest=sha256:ee82dbef9d7fa08706fde7d5ab21f505be14122acbd757991bdec88ae24c5816

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.918043Z digest=sha256:054ece64884f1f4591b2ddcf53557506e69831aff529313c1317c1f9e0b25a74

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.929193Z digest=sha256:01b17c86a45afb4484272056680562cddae0ae3b0c909a1503f7b5b466d4b09f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.934007Z digest=sha256:284a48836c9d0507f022681a2bd0e619c132cd06a89b714f33252501b02f7c35

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.949395Z digest=sha256:d8ae4abfc6a2b2a38179482d9c231601ff29b23e13fa4b2c686695b23e69c7c0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.954044Z digest=sha256:419e334f66988c79ab95059d6ce555ff4b5a36d340674c56ecd75f0d8654c3e6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.958586Z digest=sha256:05848bc9c82546c67ccbe3c8ecdd15721d881fd60923153c485ed564a45f114b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.963123Z digest=sha256:2a1ea8bee942b785b27a59cc6df81b39e3ff711bde38a6162686f332d8caaa51

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.968477Z digest=sha256:48a188830dd4cce57ae546d8b219c9d9a17d51f14020151c1e4cec55714f84ee

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.972945Z digest=sha256:c589d37dfaacb7983a0d067ea06d9d3ffc50509036782a070eb3ee164b5c6ee9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.978147Z digest=sha256:b501bcaaff1c89332bed1a46bd09e34b1357b9fc8cc9e0168cac5ebbd4868858

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.

source=pdf_text observed=2026-08-11T11:18:22.983867Z digest=sha256:a5a12d591f456a591e07ffd86c5b9e84a4c55ef8f07e8dd3d59188a10a67a8f0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:22.989266Z digest=sha256:fae082ce6c1e99a1dcd819e5d8f09d98908f27d7152c90fbbd9f7972846fb65d

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.

source=pdf_text observed=2026-08-11T11:18:22.994894Z digest=sha256:6a1d16e36df35a5ff2a07aaf85d4ae3a2b06b95a0f6c41ddd02ffbb66ef6694e

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.

source=pdf_text observed=2026-08-11T11:18:23.000868Z digest=sha256:b07c1a24fab567cd0828489c4ab52736cedba339c99872860f0d5b97d2126a00

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:18:23.006397Z digest=sha256:97fbad5dda9cb30d3590beb6de154e5dd1391429897429728ebfccc2480d4ba7

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.

source=pdf_text observed=2026-08-11T11:18:23.014310Z digest=sha256:ef0c5fb376f4099077e81eabb6886ebe107450583b41e5ca2950e82ce6fcc8ab

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.

source=pdf_text observed=2026-08-11T11:18:23.022208Z digest=sha256:e10ebb3e9dccfd967e78cea15c9fe5c38388cb9b9a4a48a167cbe3738c03e971

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.028117Z digest=sha256:e1c2e33ae36f8ae628ed5913bc647ed9095ece6c8b9895d87d0092e4dfd05764

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.033676Z digest=sha256:a5705307539aa2f58de2f3bdcc6371c8a4345cddbd370fa2ba9f304cff472094

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.039575Z digest=sha256:11add5c05f84c4d82e99ffd192b951ac91d0c37077e8f4d590ada31ed12a9eeb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.048428Z digest=sha256:0e969b43d3019e3efd716e462e71ccf150ddf15c14334a7e9e35b856a3c16b78

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.054704Z digest=sha256:82b1fbda5ae8567d53b57ddc22195b361e7cff05ef7d9dee2e20e4771e05053a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.061711Z digest=sha256:7cbe1acf661f5bb403e07ae85549f68c67ce40de8d11aa79b608a02e9c736776

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.066441Z digest=sha256:cc5a9bcae982f9d7d7f38a7aa396824d205041b541900bf139fd14f59cdd55dc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.070989Z digest=sha256:2604113a6afeb09c1a0b39091e8bfac061af612b29cec197f9881cf1a3c5a848

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.075253Z digest=sha256:1d21211fcb0929a5630f4b7f8fbf70056f68077003c247f1836da66e2ead74a0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.079730Z digest=sha256:d0e1892244669bda79c0ad2560b88d7f2687e3de131e6e899908a478bf6c83c6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.085137Z digest=sha256:5606ff4273f66c495174fbe9bb6126d1abd58466a9e3c788be87caca7c422d11

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.089400Z digest=sha256:9725520f7a2e6ba68d209c956cd6e23f06744c313a66fe3f05c9270b2ecb95f8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.095491Z digest=sha256:09795b402e67b978a699a3cc3dd8def838f642303a46d9f07d80c843bab465fe

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.101271Z digest=sha256:694c0855dfb5fa85baf6421e6cb1f50cfad9d6bc020b6bad6a941bdf177d484c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.106462Z digest=sha256:f6b0e7b951099ba1ac3b7ffd143bfe9a663a282033d961ee9d2b6374f03509ab

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.111827Z digest=sha256:f8359905c66a77d0cc44ee9e06304fa72dc925e50d23b1e324f274896eda4bfe

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.

source=pdf_text observed=2026-08-11T11:18:23.117778Z digest=sha256:beca6b1bcd1db8a3fed9a192f60297a883020a972ea9e2dc7704a8fad84705c1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.123204Z digest=sha256:7b8da54addeed2b21ff0d87d3fb9de5438ceee7cf7785086d2868068fac5c5c1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.138293Z digest=sha256:b27fb144ad024166e550df7fba771afb43551f85dcffe7183fc72a58dda0be79

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.144871Z digest=sha256:22a4218d98edc8b36bdb323f6691d71ebdc2f5266b0e0a020d3217368fe64043

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.151153Z digest=sha256:1e3ad9e070740c1e4005039a639031352c505c0adc90f614247cc0cd53ece534

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.157011Z digest=sha256:a73cd37d921ed14f77589fc0adc1cc39360f6a145550746b13ab834d3f3274c9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.162067Z digest=sha256:7f941a015468d8e30412fbe848bc3a9474e9ebd867b9f05e6df02e2e9695ebf2

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.

source=pdf_text observed=2026-08-11T11:18:23.167317Z digest=sha256:ea71cc27bc55d85f52b46e65d85340a22ac2c2ebe5fe3a5e1c1c97887ef6d891

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.173565Z digest=sha256:0fe8a3315ec0dd77658652e4d3f7c67b74b4e858e48d29415f9b56cbdb7bf606

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.178634Z digest=sha256:3591686bd3e350370ea57e1bc7d217a77526f6d955a43e037a042492d8238a76

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.184682Z digest=sha256:09ce78e1670aa8046664a69013d34f9f570d8fab040686b0ac2e207fbe9193e3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.190114Z digest=sha256:d2fdc14d2e998525cf6118e83cd6df80f3dafed91496394eb3a8041eb45f2d7b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.194874Z digest=sha256:9c16991e8ba11a00e43035f8768a111bb7ebe393f25c8cd702da32b7fc384b8b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.200204Z digest=sha256:c5e82281dc8d93364d8598f248a0fcc6030fb28df1dc7936741d9db3924b2593

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.

source=pdf_text observed=2026-08-11T11:18:23.205443Z digest=sha256:64a17b43d0b09b6ef7e4bd951e97df046d51bf9a67f7138c9198d9ca272c4508

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.212571Z digest=sha256:71e9b7e4d8b85b8054cf32a5ad9f9cbec8b1e4e9c24f0cacd1e0f02b14812e85

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.218990Z digest=sha256:fea2a05166bc8a23bf85c15b0f1fe9a1b21d62ec1c16615022c4981d7fed4889

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.226095Z digest=sha256:4883c6ad53ace4ef595370c510e77a416ede1d5777121bb287f02c5d7c93658e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.237987Z digest=sha256:916f68c725f6c832650ac466f891cc5d98d495dcb7d05a361a8be6420b76efd5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.244356Z digest=sha256:cfbe390c5f91ee6e7635697f19e484fb0794f13f163f395194dacde9da87f36d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.250118Z digest=sha256:4b5aacef6e56c5913e487239a12d219648edf84889d3cbb4d67e06216fcda7df

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.

source=pdf_text observed=2026-08-11T11:18:23.255072Z digest=sha256:f9892c12f6704692b6ee74afb7bd41fc2f5ec3896ef316c5f5b43875f0fea8cd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.259966Z digest=sha256:625948c8ce1234e78378554eb23b877ab6cbb82353184f33248c22563dfaee3e

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.

source=pdf_text observed=2026-08-11T11:18:23.265121Z digest=sha256:70f521cff01d136221b05ccb670fc9e79747ccaed5df8605ec55945eba8559f4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.269846Z digest=sha256:0fde2dbbc363468a12c34345475d90f04e3bb0533cca9bd24013b0b20ff3bdf8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T11:18:23.275139Z digest=sha256:b8ac41cf5b1e97089788006c07c4bfc6cf739694830ff7e6155189eac5d5304d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:39:19.375656Z digest=sha256:74cf207b084fd17ce665b99ffc3916633d7df1daa297bb3a619000eeb2f7b8c3