Bibliographic record
Abstract
Magras, Diane. The Mad Wolf’s Daughter. Kathy Dawson Books, 2018. The Mad Wolf’s Daughter is a children’s novel set in thirteenth-century Scotland that tells the story of Drest, a young girl who goes on an adventure to save her father and brothers after they are captured by invading forces. Diane Magras tells an engaging adventure story that sweeps you along with Drest as she tries to navigate a frightening world without her family—learning whom she can and cannot trust, and coming into her own as a young girl who can best adults through both her strength and her intelligence. Written for children, particularly girls of around the same age as Drest (12 years old), this story provides many insights into life, family, and friendship that both children and adults might find extremely powerful. For example, over the course of the story, Drest comes to understand that “you can’t always control your legend”—an important lesson in our modern world where rumour can spread so fast. The story emphasizes that you have to be true to yourself despite what people may be saying around you, and that it is this belief in one’s own self that can guide you through the roughest of times. As details around the lives of Drest’s family and the families of Drest’s friends are revealed in the story, Magras builds another powerful message about how it is ok to differ from and, indeed, disagree with people you love. Magras, aware that certain aspects of the medieval world in which she places her story may be unfamiliar to her audience, includes a glossary of terms as well as an author’s note that discusses the historical setting in greater detail. In particular, Magras does a good job of indicating that gender roles were not as fixed in the Middle Ages as is often assumed, and introduces the reader to the great variety of roles and indeed agency that women could have in the medieval period. Despite these positive traits, Magras’ story does seem to lack some depth to its world and only scratches the surface of the medieval context that she researched for the story. However, the exciting plot and vivacious characters satisfactorily carry the novel’s interest. Overall, this is a good adventure book which also offers a point of departure for readers to explore the medieval world in more detail. Therefore, this book would be a good addition to school and public libraries. Recommended: 3 out of 4 starsReviewer: Arwen Thysse Arwen Thysse is a graduate of the University of Alberta Bachelor of Arts program and graduate of the University of Toronto’s Master of Medieval Studies program. She is also an avid musician, and enjoys children’s books.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.105 | 0.060 |
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 source (direct Gemma or distilled Codex), 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".