Thought and language: association of groupmindedness with young English-speaking children’s production of pronouns
Why this work is in the frame
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Bibliographic record
Abstract
Shared intentionality theory posits that at age 3, children expand their conception of plural agency to include 3- or more-person groups. We sought to determine whether this conceptual shift is detectable in children’s pronoun use. We report the results of a series of Bayesian hierarchical generative models fitted to 479 English-speaking children’s first-person plural, first-person singular, second-person, third-person plural, and third-person singular pronouns. As a proportion of pronouns, children used more first-person plural pronouns, only, after 3;0 compared to before. Additionally, children used more 1pp. pronouns when their mothers used more 1pp. pronouns. As a proportion of total utterances, all pronoun classes were used more often as children aged. These findings suggest that a shift in children’s social conceptualizations at age 3 is reflected in their use of 1pp. pronouns.
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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 | 0.000 | 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