Study of the Understanding of Gestural Communication in Children with Intellectual Disabilities in the Dynamics of Psychological Impact
Bibliographic record
Abstract
Objective: The purpose of the study is to investigate the specific features of non-verbal communication in children with intellectual disabilities in the dynamics of psychological impact. Background: Gestures are one of the most important components of non-verbal communication. The development of non-verbal communication in children with intellectual disabilities contributes to their normal social adaptation. Method: To study the current state and dynamics of the development of the ability to recognise and understand gestures in the process of psychological influence, factor analysis was used by the principal component method with the use of varimax rotation. To verify the applicability of factor analysis to the selected variables, the Kaiser-Meier-Olkin measure of sample adequacy and Bartlett's sphericity test were used. Results: The data of the study showed that, depending on the level of intelligence or, more precisely, on the diagnosis given to the child, there are differences in the dynamics of the development of the components of non-verbal communication. Children with mild mental retardation display lower results than children with mixed specific disorders of psychological development and children with a normative level of intellectual development. Conclusion: The results obtained in the process of this study can be applied in practice by teachers and psychologists when working with children with intellectual disabilities
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| 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 | 0.001 |
| 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".