Making the Italians. Poetics and Politics of Italian Children’s Fantasy
Bibliographic record
Abstract
Italian children’s literature has a diverse and unusual tradition of fantasy. With the exception of Carlo Collodi’s Pinocchio, however, it has remained almost entirely unknown outside of Italy. Why is it that Italian children’s fantasy has remained such a well-kept secret? How ‘international’ is the term ‘fantasy’, and to what extent has its development been influenced by local as well as global factors? Cross-cultural and cross-linguistic research into this neglected area is essential if we are to enrich our understanding of this important literary genre. This book charts the history and evolution of Italian children’s fantasy, from its first appearance in the 1870s to the present day. It traces the structural and thematic progression of the genre in Italy and situates this development against the changing backdrop of Italian culture, society and politics. The author argues that ever since the foundation of Italy as a nation-state the Italian people have been actively involved in an ongoing process of identity formation and that the development of children’s fantasy texts has been inextricably intertwined with sociopolitical and cultural imperatives.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.022 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".