Development of children’s moral evaluations of modesty and self-promotion in diverse cultural settings
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 cross-cultural study of the moral judgements of Mainland Han-Chinese, Chinese-Canadian, and Euro-Canadian children aged seven to 11 examined the evaluations of narrative protagonists' modest lies and self-promoting truthful statements in situations where they had done a good deed. The story characters had thus either lied or told the truth about a prosocial act that they had committed. Chinese children judged modest lies more positively and boastful truths less positively than Euro-Canadian children. Chinese and Chinese-Canadian children rated immodest statements more negatively than did Euro-Canadian children. The cultural differences were greatest with the oldest children. Chinese children rated modest lies significantly more positively than either Canadian group who did not differ from each other but an interaction between age and culture revealed the three groups to be significantly different at age 11 with Chinese children most positive, followed by Chinese-Canadian children, and with Euro- Canadian children evaluating modest lies least positively. Cultural strictures and acculturation factors respecting modesty and self-enhancement are reflected in these differences.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| 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