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Record W3007978821 · doi:10.32370/ia_2020_01_16

To the Question of Formation of Competences for the Safety of Life of Students with Intellectual Disabilities

2020· article· en· W3007978821 on OpenAlexvenueno aff
N. V. Maksimenko

Bibliographic record

VenueIntellectual Archive · 2020
Typearticle
Languageen
FieldPsychology
TopicPsychology of Development and Education
Canadian institutionsnot available
Fundersnot available
KeywordsNeglectSocializationPsychologyPopulationSubject (documents)Variety (cybernetics)Special educationProcess (computing)PedagogyMedical educationDevelopmental psychologyEngineering ethicsPublic relationsPolitical scienceMedicineEngineeringPsychiatryComputer science

Abstract

fetched live from OpenAlex

The history of society has shown that neglect of security can lead to serious negative consequences and even tragedies, so the achievement of an adequate level of safety is possible only with the high culture and awareness of the entire population of the state.Pupils with intellectual disabilities are of particular concern because they are the most vulnerable.The urgent issue today is to provide for the needs of each child and to create all the conditions for their full life.Children who have intellectual disabilities need special care.Currently, the problem of socialization of children with intellectual disabilities is intensifying and their integration into society successfully.The complexity of this problem is determined by the fact that the pupils of both special schools and institutions with inclusive education have quite a variety of profound disorders of psychophysical development.In such a case, the question arises as to the need for the formation of competencies for safety.This can be done at various levels, including the educational level, by building competencies for life safety in lessons.The formation of students' relevant competences occurs during the entire study.But a special place in this process should belong to the subject "Health Fundamentals".After all, when studying this particular subject, students have the opportunity to develop knowledge, skills and safety skills.In his work, the author raises the issue of forming competencies for the safety of life of students 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.

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)0.003
metaresearch head score (Gemma)0.020
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.020
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0030.015
Scholarly communication0.0040.003
Open science0.0010.003
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0070.001

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 head0.053
GPT teacher head0.344
Teacher spread0.291 · 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 designTheoretical or conceptual
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

Citations0
Published2020
Admission routes1
Has abstractyes

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