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Record W4281666755 · doi:10.1007/s13384-022-00536-1

Possibilities and problems of using drama to engage with First Nations content and concepts in education: A systematic review

2022· review· en· W4281666755 on OpenAlex
Danielle Hradsky, Rachel Forgasz

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Australian Educational Researcher · 2022
Typereview
Languageen
FieldArts and Humanities
TopicCreative Drama in Education
Canadian institutionsnot available
FundersMonash University
KeywordsDramaEmbodied cognitionPedagogyDignityContent (measure theory)SociologySpace (punctuation)Public relationsEngineering ethicsPsychologyPolitical scienceEpistemologyEngineeringLawVisual artsArt

Abstract

fetched live from OpenAlex

Abstract Educators around the world are increasingly considering and seeking ways to challenge their role in the colonial project. Some have turned to embodied pedagogies as a way to encourage holistic, relationships-based learning in academies which traditionally prioritise cognitive, objective knowing. This review analyses 27 studies, published between 2007 and 2020, that draw on drama-based pedagogies to engage with First Nations content and concepts in early childhood, primary, secondary, and tertiary institutions. We found that drama provides powerful but often risky and unpredictable ways to enhance student, educator, and community learning, engagement, emotions, and relationships. The educator’s role is vital to enabling or preventing outcomes which contribute to the survival, dignity, and well-being of First Nations peoples. Ethical guidelines and issues must be carefully considered by anyone attempting to work in this complex, awkward space.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.528
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.370
GPT teacher head0.450
Teacher spread0.081 · 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