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Record W2996839618 · doi:10.5539/mas.v14n1p56

The Role of Special Education Teachers in Overcoming Developmental Disorders in Government Primary Schools in Northern West Bank

2019· article· en· W2996839618 on OpenAlex
Fakhri Mustafa Dweikat

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

VenueModern Applied Science · 2019
Typearticle
Languageen
FieldPsychology
TopicLanguage Acquisition and Education
Canadian institutionsnot available
Fundersnot available
KeywordsCronbach's alphaChristian ministryGovernment (linguistics)Medical educationSpecial educationPsychologyMedicineMathematics educationPolitical scienceClinical psychologyPsychometrics

Abstract

fetched live from OpenAlex

This study aimed to identify the role of special education teachers in overcoming the growth disorders in public schools in Northern West Bank. The field descriptive method was used. To achieve this, a questionnaire was collected to collect data and information, which included (42) items, distributed into three areas. (Environmental, occupational, therapeutic) The validity of the tool was examined by presenting it to the academic supervisor and a group of arbitrators. The stability of the questionnaire was determined using the Cronbach's alpha equation, where the data were processed using the Statistical Package Program (SPSS). It was the results of the study that the role of special education teachers In overcoming growth disorders in public schools in Northern West Bank, it was found that there were no significant differences at the level of significance (α ≤ 0.05) in the role of special education teachers in overcoming growth disorders in public schools Nablus attributed to the variables of sex, educational qualification, years of experience, and after reviewing the results of the study came out several recommendations, the most important of which were: The need for the Ministry of Education to introduce modern technology in teaching students with growth disorders and to provide supporting technology to help them. The need to provide the appropriate educational tools and materials by the Ministry of Education to teach courses and integrated educational programs used with people with growth disorders considerate their different characteristics.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.255
Threshold uncertainty score0.401

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.005
GPT teacher head0.245
Teacher spread0.241 · 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