Analysis of the Psychoeducational Intervention Models in Students with Autism Spectrum Disorder
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This research consists of a comparative analysis of the results obtained in the development of students with autism spectrum disorders (ASD) found as a consequence of the application of three basic models of educational guidance: 1) the social mediation model; 2) the counselling model; and 3) the service model, delivered through services developed over three years, distributed across three experimental groups corresponding to each of these guidance models. A total of N: 18 students with ASD of different levels, ages and genders have participated in the study, assigned to one of the three following groups: a social mediation model group, a counselling model group and a services model group. Study of the data was undertaken by analysing the multivariate contrasts of repeated measures ANOVA for a factor of three measures, both for the variable group types (three groups), as well as for the participants’ level, age and gender variables. The results show the statistically significant benefits of the social mediation model.
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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 | 0.001 |
| 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 it