How the parts relate to the whole: Frequency effects on children's interpretations of novel compounds
Why this work is in the frame
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Bibliographic record
Abstract
This study explores different frequency effects on children's interpretations of novel noun-noun compounds (e.g. egg bag as 'bag FOR eggs'). We investigated whether four- to five-year-olds and adults use their knowledge of related compounds and their modifier-head relations (e.g. sandwich bag (FOR) or egg white (PART-OF)) when explaining the meaning of novel compounds and/or whether they are affected by overall frequency of modifier-head relations in their vocabulary. Children's interpretations were affected by their experience with relations in compounds with the same head, but not by overall relation frequency. Adults' interpretations were affected by their experience with relations in compounds with the same modifier, suggesting that children and adults use similar but different knowledge to interpret compounds. Furthermore, only children's interpretations revealed an overuse of visually perceivable relations.
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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 | 0.001 |
| 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