The Influences of Cultural Context on the Psychological Development of Child in Alice Munro’s Early Short Stories
Bibliographic record
Abstract
Alice Munro is a Canadian short story writer and a novelist who was born in 1931. She won the Nobel prize for Literature in 2013. She published her first and important short story collection, Dance of the Happy Shades in 1968. It included fifteen short stories, three of these stories, “Walker Brother Cowboy”, “Images”, and “Boy and Girls”, the first, the third and the ninth, in order, though do not follow each other in the book, they are greatly connected in many ways. The most important of these connections is the child girl main character and narrator. She suffers many aspects of the cultural context, such as parents’ detachment, ways of living, values, customs and gender ideas. How does cultural context influence the psychological development of the child is the question of this paper. The main aim of the paper is to show how the cultural context affects the girl until, at the end of the last story, she regains herself and finds her own identity. The cultural and psychological theories are used in the paper to achieve its main aim.
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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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".