Bibliographic record
Abstract
Deal, Laura. In the Sky at Nighttime. Iqaluit, NU: Inhabit Media, 2019. This illustrated poem shows what a polar village looks like at night and what is in the night sky. In the Arctic, winter nights are long, and it is dark as people go about their daily lives, so many people are familiar with the night sky. Tamara Campeau’s illustrations, each of which fill two facing pages, are in deep blue and purple hues, with the sky prominent in them. The text is overprinted on the artwork. Campeau’s rendering of the village has accurate details. Some of the houses have heating oil tanks outside. Paths to the doors have snow heaped alongside them. Power lines, attached to wooden power poles with insulators and transformers, loop through the village. The yellow light from electric lighting shines out through the windows of the houses. At the beginning of the book Laura Deal describes observable things in the sky: stars, falling snow, northern lights, ravens. Towards the end she becomes more figurative, introducing a mother’s song and dreams swirling in the sky. The text is a six verse poem, each verse beginning with the phrase “In the sky at night time.” The structure of the poem is reminiscent of Stephen Eaton Hume’s 1992 picture book, Midnight on the Farm, which also uses six verses, each beginning with a repeating phrase, to describe a nighttime world, however the two landscapes are distinct. Because this is an illustrated poem in the form of a picture book, rather than a picture book with text, some of the words are more difficult than one would expect in books for young children. For example, the dreams are “magical and extraordinary.” As a result, this text, simple as it is, will need some explanation. In the Sky at Nighttime is highly recommended for public libraries and elementary school libraries. Highly recommended: 4 out of 4 starsReviewer: Sandy Campbell Sandy is a Health Sciences Librarian at the University of Alberta, who has written hundreds of book reviews across many disciplines. Sandy thinks that sharing books with children is one of the greatest gifts anyone can give.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.269 | 0.251 |
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".