Bibliographic record
Abstract
Lindbergh, Reeve. Homer The Library Cat. Illus. Anne Wilsdorf. Somerville, MA: CandlewickPress, 2011. Print. Reeve Lindbergh’s tale of a cat who only wants some peace and quiet is a pleasant, though unremarkable, romp through some very noisy places, ending up in the quiet sanctuary of the library. The rhyme scheme is incredibly simple, making it easy for children to memorize and read along; however, the rhythm of the lines is not ideal, and aside from a general linguistic playfulness that serves him well, it cannot be said that Lindbergh has a particularly good ear for poetry. Likewise, Wilsdorf’s watercolours are vibrant and cheerful enough, but there is nothing notable in her style to attract or draw readers in. Most of the illustrations are very busy, giving children plenty to see and do; however, at times, Homer himself fades into the background. He is never drawn with enough definition to truly distinguish him or imbue him with any life beyond the pages of the story. Homer’s ubiquitous and varied use of onomatopoeia is sure to delight children, as well as giving parents small opportunities to perform in their reading. However, despite the faint pleasures of bright colours and noise-words, it is hard to imagine this book becoming any kind of favourite, unless perhaps of a child inordinately fond of both cats and libraries. Just as Homer eventually proves to be a library cat, Homer The Library Cat would probably be best suited as a library book. It is a book that many would enjoy reading a few times over, though it will never be a nursery staple. Homer is not so prettily drawn nor so well-defined a character as to particularly endear himself to children, though he may prove an amusing, short-term distraction with whom no reader could find serious fault. Recommended: 2 starsReviewer: Amy PatersonAmy Paterson is a Public Services Librarian at the University of Alberta’s H. T. Coutts Education Library. She was previously the Editor of the Dalhousie Journal of Interdisciplinary Management and is very happy to be involved in the Deakin Review and the delightful world of children’s literature.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.798 | 0.825 |
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".