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Large language models in academic writing

2025· article· en· 0 citations· W7116845950 on OpenAlex· 10.1016/j.msard.2025.106945

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

The three-model screen

all 1,000 screened works →

1 of 3 models called this metaresearch. This work is contested: it sits on the field's empirical boundary, and whether it counts depends on which model you asked. It is one of the 51 works in the disagreement dossier.

stratum: aff_core · design weight: 5595.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8T3 · adjacent, not in scope
genre: editorial/commentary
about Canada: no
confidence: low

Piece on large language models in academic writing, which is squarely a scholarly communication and research integrity topic; the abstract is absent and the clinical venue suggests a commentary or correspondence rather than a study, so the T1/T3 assignment cannot be settled from the payload.

GPT-5.6 (high)T3 · adjacent, not in scope
genre: editorial/commentary
about Canada: no
confidence: low

The title indicates commentary about academic writing and scholarly communication, but the missing abstract prevents a firmer assessment.

Grok 4.5T1
genre: other
about Canada: no
confidence: high

Title unambiguously targets LLMs in academic writing, i.e. scholarly communication and research practice.

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Multiple Sclerosis and Related Disorders
Topic
Artificial Intelligence in Healthcare and Education
Field
Medicine
Canadian institutions
SickKids Foundation
Funders
Keywords
Academic writingLanguage modelContent (measure theory)On LanguageEnglish language
Has abstract in OpenAlex
no