Bibliographic record
Abstract
Gravel,Elise. The Slug. New York: Tundra Books, 2014. Print.One of the many titles in Gravel’s series, Disgusting Critters, this charmingly-illustrated volume contains a multitude of facts about slugs. Considered to be one of the garden’s more unappealing creatures, the slug is an uncommon subject in the world of bug and insect books, hence making this read all the more interesting.Many kids love books about interesting creatures, and the slug is one of the more slimy creatures living in backyards. Many of the physical features of the slug are described in this book: mucous, multiple tentacles, their breathing holes located on the sides of their faces, and soft, squishy bodies that ooze along. The cheerful land slug appears on every page, and happily teaches readers all about the basic body parts of a slug, and their important role in the garden as a transformer of waste plant matter into usable nutrients. Their reproductive process is described in child-friendly language. The most enjoyable pages discuss the many ways slugs use mucous: as a transportation aid, an escape mechanism, and as an aid to attract mates.Readers will find the humorous cartoons to be a refreshing alternative to the photographs commonly found in non-fiction books. These pictures, paired with simple facts, make this book suitable for early readers, and could ease the transition into non-fiction for children who are reluctant to explore the genre. It is also recommended for readers who are ready to start exploring simple chapter books. The Slug would be a welcome addition to both public and school library collections.Recommended: 3 out of 4 starsReviewer: Carlene SlobodianCarlene Slobodian is an MLIS candidate at the University of Alberta with a lifelong passion for children’s literature. When not devouring books, she can be found knitting, cooking, or discovering new kinds of tea to sample.
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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".