Children's and Adolescents' Accounts of Helping and Hurting Others: Lessons About the Development of Moral Agency
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
This study examined children's and adolescents' narrative accounts of everyday experiences when they harmed and helped a friend. The sample included 100 participants divided into three age groups (7-, 11-, and 16-year-olds). Help narratives focused on the helping acts themselves and reasons for helping, whereas harm narratives included more references to consequences of acts and psychological conflicts. With age, however, youth increasingly described the consequences of helping. Reasons for harming others focused especially on the narrator's perspective whereas reasons for helping others were centered on others' perspectives. With age, youth increasingly drew self-related insights from their helpful, but not their harmful, actions. Results illuminate how reflections on prosocial and transgressive experiences may provide distinct opportunities for constructing moral agency.
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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