Bibliographic record
Abstract
Maclear, Kyo. The Good Little Book. Illustrated by Marion Arbona. Tundra Books, 2015.In this work, Maclear uses allegorical techniques to expand on compelling themes. Her protagonist is unnamed; he is “the boy,” every boy who loves to read. The Good Little Book is every book that captivates a reader. Its author is unnamed. Its characters are not delineated. Only a captioned illustration, one of Arbona’s many colorful offerings, provides clues to the book’s plot and impact:“It carried him to the deep sea and steered him towards a faraway land. It dazzled him and stumped him and made him laugh and gasp. He read it through. Then he turned back to the beginning and read it again.”[pp.11-12]Humour is a feature of the work; Maclear likes to play with words--literary words. The Good Little Book resides with others, one of which has won the “Called a Cat” medal. We are informed, however, that “The good little book…had no shiny medals…it didn’t even own a proper jacket.” [p.3]The protagonist’s compulsion to read and reread his good little book introduces the first theme: books transport us to imagined worlds. When the book is lost, then rediscovered, a secondary theme emerges: books are to be shared.Text and illustration lead the reader to surmise that “the boy” is school-aged, a child physically mature enough to walk his dog while riding a skateboard. He is, of course, an avid and independent reader. Tormented by the loss of his book, he is old enough to hunt for it on his own, to scour crowded and heavily trafficked streets, to search the public library. Initially, he appears to have an age appropriate appreciation of the book’s capacity to occupy his mind, to move his thoughts.“The book the boy thought couldn’t do anything did many things.” [p.11] “It did become a loyal companion, there to see him to sleep and distract him when he had to “think things over.””[p.13].To this point, the boy’s relationship with the book seems in keeping with the primary theme: book as intellectual transport. Suddenly, his thought processes revert to those of a much younger child.“The boy worried. How would such a good and quiet book survive? What would it do if it found itself at the edge of the unknown? Or among frightful enemies?...the book did not have skills that would help it in the dangerous wild….”[pp.19-20 ]The story becomes even more anthropomorphic when the book is discovered by various creatures:“A squirrel thought it might be a thriller. A sparrow thought it might be a romance. A raccoon thought it might be a sandwich.” [p.29 ]These developments raise a question: “Who is the intended reader?” A child who has completed grade three would generally have both the ability and the maturity to read the book and to appreciate its messages. This reader might, initially, identify with the protagonist’s dilemma. But would this same youngster identify with thinking that becomes, in the lexicon of child psychologists, animistic? One can readily imagine a nine-year-old reader’s sudden dismissal of the work as, “…a little kid’s book.” One can also imagine that a preschooler would listen with rapt attention to the anthropomorphic sections, but zone out during the development of the book’s themes. Finally, it may be that only librarians, booksellers, and children’s literature specialists would appreciate the humour. In sum, maintaining a clear vision of the intended reader or listener is a requisite in any kind of storytelling; The Good Little Book falls short in this regard.Recommended: 3 out of 4 stars Reviewer: Leslie AitkenLeslie Aitken’s long career in librarianship involved selection of children’s literature for school, public, special, and university collections. She is a former Curriculum Librarian at the University of Alberta.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.005 | 0.006 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.179 | 0.150 |
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".