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Modern Ideas about Intellectual Disability in Medical Psychology in the Context of Non-Verbal Communication of Primary School Children

2020· article· en· W3107913530 on OpenAlex
Oksana V. Zashchirinskaia

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

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2020
Typearticle
Languageen
FieldPsychology
TopicPsychology of Development and Education
Canadian institutionsnot available
Fundersnot available
KeywordsIntellectual disabilityContext (archaeology)CognitionPsychologyCognitive disabilitiesSubject (documents)Identification (biology)Intellectual developmentDevelopmental psychologyComputer sciencePsychiatry

Abstract

fetched live from OpenAlex

Objective: The study of intellectual disabilities in children and their diagnosis has become more and more relevant in recent years. In the 21st century, in terms of diagnostics and the implementation of psychological influences, the problem of identifying the features of communication skills in children with intellectual disabilities becomes very significant and urgent. Background: This study aims to review modern ideas about the role of intelligence in the development of communication. The methodological framework of this study was the combination of various theoretical methods of cognition. The author analysed the scientific literature of Russian and foreign researchers. Method: The following methods of scientific cognition were used: data synthesis and analysis. In the process of writing this work on the modern ideas of scientists, according to the subject matter, the author studied the current level of research on this issue. Results: The works of Russian and foreign scientists were considered, as well as conclusions, were drawn about the levels of study of the problem of intellectual disability in children. Conclusion: The practical significance of this study lies in the identification of modern ideas about intellectual disabilities. The study and research of this subject will provide opportunities for the development of a programme of psychological influence on the optimisation of non-verbal communication of 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.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.205
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.049
GPT teacher head0.356
Teacher spread0.307 · 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