Children’s Mental State Talk, Empathy, and Attachments to Companion Animals
Bibliographic record
Abstract
Abstract Children’s emotional and mental worlds are often influenced by their experiences with companion animals. This study explored 77 (50 g; 27 b) 6- to 12-year-old children’s empathy; perceived companion animal friendship, comfort, and bonding; and mental state talk in conversations about their interactions with their companion animal. Children completed self-report questionnaires and responded to two moral stories about companion animals. Results showed that higher levels of children’s mental state talk were related with high levels of empathy for companion animals. Compared to boys, girls reported significantly stronger companion animal friendships, and that they received more comfort from their companion animals. Results also showed that, for girls only, higher levels of perceived companion animal friendship were related to higher levels of emotional comfort received. The findings can inform humane education programs that promote mental state talk, moral agency, and relationships.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".