Bibliographic record
Abstract
The article studies the history of the development of children’s books in Canada. The author emphasises the main political, socio-economic and cultural factors that affect this process and form its unique characteristics. The hypothesis that «Canadian cultural identity» cannot yet be defined since it is continually, significantly affected by domestic issues and foreign cultures is proposed and analysed. The author analyses the historical way of Canadian children’s book development. The different stages of this development are taken into account: from the total domination of foreign children’s books on the Canadian market to the resurrection and reflection of the First Nation people’s history and culture in the new books of Canadian writers. The author suggests that the modern stage of the Canadian Children’s books existence gives these books a power to become an instrument of Canadian cultural identification. Different concepts of formation of the term Canadian children’s books are evaluated and their commonality and differences are underlined. The author defines the criteria that modern researchers, writers, publishers, cultural foundations and non-profit organizations use to describe the uniqueness of Canadian children’s books. The system of government and private financial support for Canadian writers, illustrators and publishers is described. The main strategies for support and promotion of Canadian children’s books inside Canada are analysed.
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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.011 | 0.028 |
| Science and technology studies | 0.019 | 0.015 |
| Scholarly communication | 0.012 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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".