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Record W2898105238 · doi:10.5539/ass.v14n11p90

Increasing Skills of Inclusive Elementary Classroom Teachers in Handling Children with Learning Disabilities

2018· article· en· W2898105238 on OpenAlex
Sari Rudiyati, Mumpuniarti Mumpunıartı, Pujaningsih Pujaningsih

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAsian Social Science · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicChild Development and Education
Canadian institutionsnot available
Fundersnot available
KeywordsSocializationPsychologyLearning disabilityMathematics educationChiang maiInclusion (mineral)Special needsData collectionMedical educationPedagogyDevelopmental psychologyMedicine

Abstract

fetched live from OpenAlex

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.181
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.003
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.008
GPT teacher head0.303
Teacher spread0.295 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it