A Study of Amir’s Psychological Change in The Kite Runner
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.
Bibliographic record
Abstract
The Kite Runner is a representative novel by Afghan-American writer Khaled Hosseini. In this novel, Hassan’s loyalty moved countless readers while Amir’s betrayal shocked and even angered many readers. In the researcher’s view, all behaviors of the protagonist, Amir, such as his betrayal, guilt and redemption, are closely related to his psychological changes. From mistrust to doubt, guilt to inferiority, self-accusation to role confusion, and from being willing to love to devotion, different psychological states lead to different emotional needs and behaviors. Admittedly, the whole psychological process is actually a journey of growth for Amir. By employing Erikson’s psycho-social development theory to analyze Amir’s psychological change in different stages, this paper aims to reveal Amir’s inner world so that we can have a better understanding of the reasons for Amir’s sin and cowardice.
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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 | 0.000 | 0.000 |
| 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 it