Bibliographic record
Abstract
Tools for Schools Africa Foundation. 9 Degrees North: The ABCs of North Ghana. Red Deer, Alberta: Tools for Schools Africa Foundation, 2011. Print. Since 2003, Tools for Schools Africa Foundation has been working to increase educational opportunities in northern Ghana. A registered charity based out of Red Deer, Alberta, they have been working to advance the quality of life of those living in the northern regions of Ghana by improving access to post-primary education. One of their recent projects includes the publication of an ABC book for primary school students. 9 Degrees North: The ABCs of North Ghana is an amazing piece of beautiful artistry; each letter colourfully depicting animals, activities, plants, traditions, history and other aspects of Ghanaian life. Each of the 26 letters is illustrated by a different artist, allowing readers to be introduced to a variety of artistic mediums, including oils, pastels, watercolours and pencil. The artistry from letter to letter is unique, featuring different uses of colour and technique, yet each image is consistently impressive. The accessible and well-written sentences that accompany each illustration introduce readers to Bolga baskets (grass baskets made in Bolgatanga), Kapok trees (used by people and farm animals for its shade), Oware (the national game of Ghana), and the Black Volta River (full of crocodiles) amongst many other interesting facts and features about this country. In addition to the few sentences used to explain the illustrations associated with each of the 26 letters, there is a detailed appendix with additional facts about the object or focus of each letter which could serve as a useful teaching tool for using this book in the classroom. The appendix also includes several additional photographs and paintings of Ghana. 9 Degrees North: The ABCs of North Ghana is highly recommended for elementary school libraries as well as public libraries. With its varied and vibrant illustrations, and with proceeds from the sale of this book supporting scholarships for girls in northern Ghana, this will also make an excellent addition to any reader’s collection. Highly recommended: 4 out of 4 stars Reviewer: Nicole Dalmer Nicole Dalmer is a Public Services Librarian at H.T. Coutts Education & Physical Education Library at the University of Alberta. She is interested in health literacy, pinball, and finding the perfect cup of coffee to accompany a good read.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.486 | 0.154 |
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".