Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:11:52.680353Z
Paper Citation Record · LEDGER
A Systematic Mapping Study on Chatbots in Programming Education
As of 19 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2509.08857.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
14 of 14 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 93643fc5-42a2-44ad-8a8c-54612f866969 · outbound
This paper cites As a result, introductory programming courses have historically shown high rates of failure [Alves et al.
A Systematic Mapping Study on Chatbots in Programming Education As a result, introductory programming courses have historically shown high rates of failure [Alves et al
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.948990Z
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.
Observation 59f00eef-bdef-4cda-b97e-c5a4cea66774 · outbound
This paper cites an unresolved cited work.
A Systematic Mapping Study on Chatbots in Programming Education Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:11:52.932773Z
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.
Observation db1c3367-55c1-4810-b0fc-7fc9c43d608d · outbound
This paper cites chatbot” OR “chatterbot.
A Systematic Mapping Study on Chatbots in Programming Education chatbot” OR “chatterbot
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.917127Z
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.
Observation a8693ce9-f327-41a5-9193-ec2fa7fcf628 · outbound
This paper cites The selected studies were published between 2003 and.
A Systematic Mapping Study on Chatbots in Programming Education The selected studies were published between 2003 and
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.900712Z
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.
Observation 8ddff8ff-6518-4bea-b2a5-a45ac2609f98 · outbound
This paper cites an unresolved cited work.
A Systematic Mapping Study on Chatbots in Programming Education Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:11:52.817385Z
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.
Observation 6dd5ff93-86d2-4819-85b4-d224ae00e77f · outbound
This paper cites ID Reference ID Reference ID Referece S01 [Coronado et al.
A Systematic Mapping Study on Chatbots in Programming Education ID Reference ID Reference ID Referece S01 [Coronado et al
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.868547Z
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.
Observation 76a5fb0c-91e3-4b8c-967a-8eb0284f426c · outbound
This paper cites Modran, H., Ursutiu, D., Samoila, C., e Gherman Dolha˘scu, E.-C.
A Systematic Mapping Study on Chatbots in Programming Education Modran, H., Ursutiu, D., Samoila, C., e Gherman Dolha˘scu, E.-C
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.800758Z
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.
Observation 5826ab99-81f6-474c-adae-b7c3f3e4f945 · outbound
This paper cites Vadaparty, A., Geng, F., Smith IV, D.
A Systematic Mapping Study on Chatbots in Programming Education Vadaparty, A., Geng, F., Smith IV, D
Reference 133
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.783073Z
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.
Observation 8bf49f11-e247-41a0-90a0-6fef18a72e64 · outbound
This paper cites Sakshm AI: Advancing AI-Assisted Coding Education for Engineering Students in India Through Socratic Tutoring and Comprehensive Feedback.
A Systematic Mapping Study on Chatbots in Programming Education Sakshm AI: Advancing AI-Assisted Coding Education for Engineering Students in India Through Socratic Tutoring and Comprehensive Feedback
Reference 163
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:11:52.659156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee491ba6-1703-4b19-978f-3b7ebca1eabe · outbound
This paper cites e Pembridge, J.
A Systematic Mapping Study on Chatbots in Programming Education e Pembridge, J
Reference 177
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.764158Z
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.
Observation 9e4f25ad-209e-46a8-95a2-d91e5cea0743 · outbound
This paper cites Investigating Developers' Preferences for Learning and Issue Resolution Resources in the ChatGPT Era.
A Systematic Mapping Study on Chatbots in Programming Education Investigating Developers' Preferences for Learning and Issue Resolution Resources in the ChatGPT Era
Reference 327
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T16:11:52.728015Z
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.
Observation df3ea8ab-2053-4855-a84c-1add4eddf6b9 · outbound
This paper cites an unresolved cited work.
A Systematic Mapping Study on Chatbots in Programming Education Unresolved cited work
Reference 2018
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:11:52.833721Z
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.
Observation 388ebca5-f40c-4a3e-9218-784db539394c · outbound
This paper cites In addition, the COVID-19 pandemic created an urgent need to restructure teaching and learning models, demanding accessible and interactive educational solutions.
A Systematic Mapping Study on Chatbots in Programming Education In addition, the COVID-19 pandemic created an urgent need to restructure teaching and learning models, demanding accessible and interactive educational solutions
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.852002Z
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.
Observation eb5c2229-a52d-400b-87ca-b8f8e61e4236 · outbound
This paper cites A new study emerged in 2013, but once again, there was a hiatus until 2018, when we Figure.
A Systematic Mapping Study on Chatbots in Programming Education A new study emerged in 2013, but once again, there was a hiatus until 2018, when we Figure
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:11:52.884585Z
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.
Pith citing papers
No inbound Pith citation observations are available.