Testing What You’re Told: Young Children’s Empirical Investigation of a Surprising Claim
Why this work is in the frame
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Bibliographic record
Abstract
We examined differences among children in their endorsement of an adult’s claim, their subsequent empirical investigation of that claim, and their resolution of any potential conflict between the claim and their empirical investigation. American and Chinese preschool (<i>N</i> = 171, <i>M</i> = 4.71 years) and elementary school (<i>N</i> = 128, <i>M</i> = 7.59 years) children were presented with five, different-sized, Russian dolls and asked to indicate the heaviest doll. Children typically selected the biggest doll. Children then heard either a false, counter-intuitive claim (i.e., smallest doll = heaviest) or a claim confirming their initial intuition (i.e., biggest doll = heaviest). Children frequently endorsed the experimenter’s claim even when it was counter-intuitive. The experimenter then left the room. During the experimenter’s absence, older children who had heard the counter-intuitive as opposed to the confirming claim explored the dolls more than younger children, especially when subtly prompted to explore. Moreover, only older children who heard the counter-intuitive claim simultaneously picked up the smallest and biggest doll, a more deliberate test of the experimenter’s claim. By implication, children engage in selective exploration following a surprising claim. Older children’s more systematic explorations of what they have been told may reflect improvements in their ability to test such claims and in their greater sensitivity to the fact that unexpected claims can and should be empirically investigated.
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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