Aboriginal Australian and Canadian First Nations Children's Literature
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
In her article "Aboriginal Australian and Canadian First Nations Children's Literature" Angeline O'Neill discusses Canadian First Nations and Australian Aboriginal children's picture books and their appeal to a dual readership. Inuit traditional storyteller and writer Michael Kusugak, Nyoongar traditional storyteller and writer Lorna Little, and Wunambal elder Daisy Utemorrah are cases in point. Each appeals to Indigenous and non-Indigenous, child and adult readerships, thus challenging two assumptions in Western scholarship on literature that 1) the picture book genre is necessarily the domain of children and 2) that traditional Indigenous stories are, similarly, best suited to children. O'Neill considers the ways in which Indigenous children's picture books represent the interaction between text and culture and challenge notions of literariness.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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