final final

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Warwick New 2026-04-23 15:09:16 +01:00
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@ -69,7 +69,7 @@ first-stage programming students' debugging ability?}
\newline
Recent literature has begun exploring the use of LLMs but out of the box,
found them in most cases to be worse than the alternatives
found them in most cases to be worse than just reading the compiler.
\cite{Pechorina2023}.
%Recent literature has identified this as a problem space that AI
%can attempt to help resolve. Renzella et al's work \cite{renzella2025}
@ -285,8 +285,8 @@ first-stage programming students' debugging ability?}
Several measurement instruments, typically questionnaires, have been developed
and validated for measuring self-beliefs in introductory programming contexts
(e.g., \cite{Scott2014}) and these are often complemented through thematic analysis of
post-intervention interviews \cite{Braun2006}.
(e.g., \cite{Scott2014}) and these are often complemented through thematic
analysis of post-intervention interviews \cite{Braun2006}.
%\newline
%
%Both of these methods require careful planning to avoid the influence of bias.