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Record W4376118903 · doi:10.1558/wap.24594

Mind maps and metacognition in writing pedagogies

2023· article· en· W4376118903 on OpenAlex

Why this work is in the frame

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

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueWriting & Pedagogy · 2023
Typearticle
Languageen
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMind mapBrainstormingLiminalityWriting processMetacognitionProcess (computing)Computer scienceRoad mapSpace (punctuation)Concept mapAcademic writingMathematics educationPsychologyAestheticsArtificial intelligenceArtCognitionCartography

Abstract

fetched live from OpenAlex

This paper reconsiders the common use of mind maps as only a brainstorming tool that occurs before writing. The paper contemplates how mind mapping can be a useful pedagogical strategy throughout the writing process, not just at the beginning. The metacognitive benefits of mind mapping can support writers at all stages of their writing. Mind mapping can make their thinking overt and allow writers to make new connections throughout their revisions. The paper draws on an intrinsic case study (Stake, 2005) of sixteen first-year writing students who used mind maps at the beginning of their research papers and again as they grappled with feedback to re-design their drafts for submission. Students reported that, while the initial mind map had limited benefits on their writing, the second mind map acted as a vehicle for them to make connections between their draft, their feedback, and their next steps as writers. This second map offered a liminal space in which students could dwell with their feedback, make their thinking visible, and strategize how they could implement that feedback to make their writing stronger. The paper offers a new look at how teachers can use mind mapping to enhance students’ writing processes.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.747
Threshold uncertainty score0.882

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.112
GPT teacher head0.470
Teacher spread0.357 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it