Forging a space for dialogue and negotiation in modern picture books by Melanie Florence
Bibliographic record
Abstract
Abstract Canadian children’s literature has a relatively short history, which is not surprising because Canadian literature itself is a recent and problematic category, struggling for a definition and identity of its own. The lack of national homogeneity is reflected in both CanLit and its counterpart for children, and rather than being a weakness, the multitude of voices that inhabit the Canadian territory has become its essence and strength. Lately, we have noticed a growing interest and market demand for picture books by Indigenous voices. Melanie Florence is one such voice, and she honours her past by bringing to the fore the inescapable dark weight of collective tragedies such as the residential school system and the disappearance and murder of Aboriginal women and girls, a hidden national crisis. In this article, we aim at getting to know and help readers discover Missing Nimâmâ and Stolen Words by this new picture book writer, who is speaking up and voicing First Nations’ concerns, bringing back memories, but also forging a space for dialogue and negotiation, a space where text and illustration are combined and provide a harmonious whole. In this space, difference and binarisms do not result in dualism, but in highly synergistic relationships.
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.
How this classification was reachedexpand
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 | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".