Education for reconciliation? Understanding and acknowledging the history of teaching First Nations content in Victoria, Australia
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.
Bibliographic record
Abstract
Contemporary Australian curricula require teachers to promote reconciliation through the teaching of Aboriginal and Torres Strait Islander histories, cultures and languages. Engaging with First Nations knowledges and histories in education comes with a very complex and historically layered legacy. This paper examines the role of education in the ongoing process of colonisation by critically analysing historical and contemporary documents prescribing what Victorian students should learn about First Nations peoples, histories and cultures. These documents are discussed in the context of relevant events and policies, from the Terra Nullius ideologies that dominated curricula until the 1960s, through the growing agenda of self-determination in the 1970–1980s, and into the current swinging pendulum of political agendas. It is argued that contemporary curricula and policies promote reconciliation without embracing the necessary social justice and decolonising ideologies.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it