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Children’s books in Canada: history of development and current issues

2021· article· en· W3133201723 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBibliosphere · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicThemes in Literature Analysis
Canadian institutionsnot available
FundersConnaught FundJohns Hopkins University
KeywordsPoliticsPromotion (chess)Power (physics)Government (linguistics)Profit (economics)Cultural identitySociologyPolitical scienceMedia studiesHistorySocial scienceLawEconomics

Abstract

fetched live from OpenAlex

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.654
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.018
GPT teacher head0.210
Teacher spread0.191 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it