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Psychological Guidance of the Socialisation Process of Gifted Students using Information and Communications Technology Means

2021· article· en· W3166600217 on OpenAlexvenueno aff
Kseniia Androsovych, Yaroslav Rudyk, Maryna Melnyk, Oksana Kovalova, I. Yakymova

Bibliographic record

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2021
Typearticle
Languageen
FieldPsychology
TopicPsychology of Development and Education
Canadian institutionsnot available
Fundersnot available
KeywordsProcess (computing)PsychologySet (abstract data type)SocializationRelation (database)Mathematics educationComputer scienceSocial psychology

Abstract

fetched live from OpenAlex

Objective: The purpose of this article is to substantiate the psychological conditions that determine the content, forms, ways of organising, and promoting the process of socialisation of gifted students. Background: The success of modern man largely depends on his socialisation – the ability to see and understand others, analyse the course of events, to capture the prospects for development. Therefore, the key competencies include, among others, information and communication and social as those that ensure the successful acquisition of knowledge throughout life and entry into society. Method: A set of methods was used in the study: analysis, synthesis, generalisation, and systematisation of scientific data, observations, questionnaires, document analysis, methods of mathematical data processing. An online testing platform was developed to conduct a survey of students. Results: The authors proposed and implemented a project aimed at providing psychological and pedagogical support to gifted students; to provide the teaching staff with the necessary knowledge and skills to work with gifted children, to encourage participants in the educational process to use information and communications technology tools in educational activities. A model of psychological support and accompaniment of participants in the educational process has been developed. Conclusion: The experiment showed positive changes in socialisation in the experimental group in relation to the control group at a significant level. The findings of the study give grounds to conclude that the proposed author's comprehensive approach promotes the socialisation of gifted students.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.005
Scholarly communication0.0030.001
Open science0.0000.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.091
GPT teacher head0.419
Teacher spread0.328 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations11
Published2021
Admission routes1
Has abstractyes

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Same venueJournal of Intellectual Disability - Diagnosis and TreatmentSame topicPsychology of Development and EducationFrench-language works237,207