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Record W4389990825 · doi:10.1080/00220272.2023.2294723

The need for First Nations pedagogical narratives: epistemic inertia and complicity in (re)creating settler-colonial education

2023· article· en· W4389990825 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.

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

VenueJournal of Curriculum Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducator Training and Historical Pedagogy
Canadian institutionsnot available
FundersPaul Ramsay Foundation
KeywordsComplicityNarrativeColonialismCurriculumSociologyIndigenousInclusion (mineral)Indigenous educationPedagogyEpistemologyGender studiesPolitical scienceLaw

Abstract

fetched live from OpenAlex

The purpose of this conceptual paper is to posit a possible reason why non-Indigenous educators are seen to be ‘cautious’ in their pedagogic engagement with First Nations perspectives in curriculum, why interventions and programmess around reconciliation and truth-telling have limited traction in affecting change in school culture, and why the Australian education system is constructed to be, and remains, largely hostile to First Nations Peoples and perspectives. Despite several decades of studies exploring these phenomena and concerted efforts to ‘fix the problem’, there has been a systemic failure to shift discourses and practice beyond the completely absent, tokenistic, or superficial inclusion of First Nations narratives in Australian education. We argue that power-knowledge relations of settler-colonial discourses are fundamentally at play and that by examining how disciplinarity and settler-colonial frameworks of knowledge control operate in education, we conceptualize a possible reason to the pedagogical challenges faced in the decision-making and integration of First Nations narratives in curriculum.

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)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.110
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.192
GPT teacher head0.471
Teacher spread0.279 · 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