“Who is worthy of my generosity?” Recipient characteristics and the development of children’s sharing
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
Previous research has shown that the majority of 8-year-old children share valuable resources equally with others, whereas 4-year-olds are more likely to favor themselves in their sharing allocations. In this study, we examine whether these patterns of sharing behavior are affected by the needs of the recipient or by the recipient’s previous moral or immoral actions. One-hundred and sixty 4- and 8-year-old children had the opportunity to share stickers with hypothetical recipients who were assigned varying characteristics. For both age groups, sharing increased when recipients were needy (i.e., feels sad or has few toys) and morally deserving (i.e., shares with other children and does not push). The differentiation of sharing based on recipient characteristics increased between 4 and 8 years of age, with 8-year-olds also demonstrating decreased sharing when recipients were morally undeserving (i.e., pushes other children and does not share). Our findings provide evidence that children show increased sharing with recipients who are morally deserving and those who demonstrate need. This suggests that children indirectly reciprocate others’ past moral behavior and behave more altruistically towards those with higher need.
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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 | 0.001 | 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