Bibliographic record
Abstract
This article explores the role of children’s literature in the formation of Stalinist identity and assembles a list of moral principles developed in the most popular early works of Arkadii Gaidar. It is not in Marxist texts nor in Pioneer slogans, but in these simple stories that the essential narrative structures of Soviet morality were created. Gaidar’s books are representative of a whole group of Soviet children’s literary classics published in the late 1920s–early 1930s and written by young people whose coming of age coincided with the years of political and social turmoil. This study argues that Gaidar’s own personal experiences as a youthful Red Army commander during the Civil War underpinned the moral vision of these popular novels. A new military-like value system, with courage (not kindness or love) as its central value, originated in Gaidar’s books and moulded several generations of Soviet children.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".