Increasing Skills of Inclusive Elementary Classroom Teachers in Handling Children with Learning Disabilities
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
The general purpose of the research is to make a handling model of the children with learning disabilities based on teaching accommodations and modification collaborating with researchers from Chiang Mai University, Thailand. The specific purposes of the research are: 1) Dissemination and implementation Model of Learning Accomodation and Modification for students with Learning Disabilities 2) To increase skills of the inclusive elementary classroom teachers in handling the children with learning disabilities. The research is a part of research development of handling the children with learning disabilities model based on teaching accommodations and modification which adapted from a development model by Borg and Gall (2003). Subject of research: teachers and students in elementary schools in Yogyakarta Special Province, Prembun Central Java, Ngawi East Java, Indonesia. Data collection techniques had done by tests, questioners, observations, interviews, documentations. Data Analysis had done by description analysis. The research’s finding can be presented as follows: The third year research had done dissemination and implementation through socialization, training, workshop and mentoring: (1) Handling children with learning disabilities is still not implemented adequately; (2) Perceptions and expectations of teachers to the problems of handling children with learning disabilities tends to be negative, hence the need for guidelines on the application of teaching accommodation and modification for children with learning disabilities; (3) the skills of inclusive elementary classroom teachers on handling the children with learning disabilities had increased through socialization, training, workshop and mentoring.
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.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| 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