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Record W4406991699 · doi:10.47408/jldhe.vi33.1171

Play space – head space – third space: playful pedagogy and research – ways of building collaborative and creative communities of learners

2025· article· en· W4406991699 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

VenueJournal of Learning Development in Higher Education · 2025
Typearticle
Languageen
FieldPsychology
TopicCreativity in Education and Neuroscience
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsSpace (punctuation)Head (geology)PedagogySociologyMathematics educationPsychologyComputer scienceGeology

Abstract

fetched live from OpenAlex

This bricolage untext constructs a meditation on third space professionals, practices, and opportunities. We, the authors, have reflected on our own past contributions on the topic – and contributions from some friends and allies – in blogs and articles, in books and activities – and playfully selected those that at this moment we like the best, that we find the most provocative, intriguing, or useful. To carry third space practice further, rather than writing a summative reflective piece drawing together our thinking in a suitably formal and dense academic piece, we have cut up what we have written – we have blacked out the blogs and PowerPoint sessions of others – and we have put these together to create a new story: that explores the creation of 'third spaces' and immersive activities as pedagogical practices for powerful student learning. A story, as Jean Luc Goddard would say – with a beginning, middle, and end – but not necessarily in that order. Thus, our text is an untext and an unspace – a metonym, a synecdoche, a provocation.

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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score0.523

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
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 head0.457
Teacher spread0.344 · 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