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FORMATION OF LEGAL CULTURE OF FUTURE TEACHERS IN THE CONDITIONS OF TRANSFORMATION OF THE EDUCATIONAL ENVIRONMENT

2025· article· en· W4410899427 on OpenAlexaboutno aff
O. Kindyak

Bibliographic record

VenueТHE SOURCES OF PEDAGOGICAL SKILLS · 2025
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Teacher Development
Canadian institutionsnot available
Fundersnot available
KeywordsTransformation (genetics)Legal cultureEngineering ethicsSociologyPolitical sciencePedagogyMathematics educationPsychologyEngineeringLawChemistry

Abstract

fetched live from OpenAlex

The article is devoted to the theoretical and analytical study of the problem of forming the legal culture of future teachers in the context of the transformation of the educational environment, which is undergoing changes under the influence of democratic, regulatory, legal and socio-cultural factors. The work reveals the essence and structure of the legal culture of a teacher as an integral personal and professional formation that combines a system of legal knowledge, awareness of legal norms and values (legal awareness), as well as the ability to behave lawfully in the educational process. Particular attention is paid to the role of the teacher's legal culture in ensuring democratic transformations of society through the education of law-abiding citizens and the establishment of the principles of the rule of law, non-discrimination, and academic integrity in educational institutions. The article identifies pedagogical conditions that contribute to the effective formation of legal culture in students of pedagogical specialties: integration of legal components into academic disciplines, creation of a legal educational environment, application of active teaching methods and legal modeling. The current state of legal training of teachers in Ukraine is analyzed, in particular, the limited volume of legal courses, low level of legal awareness of students, and the absence of a systematic approach. Examples of international experience in training teachers for lawful professional activity are given, in particular, models of legal literacy in the USA, Canada, and EU countries. Based on the analysis of theoretical sources and practice, specific recommendations are proposed for improving educational programs, professional training of teachers, and creating institutional conditions for the development of the legal culture of future teachers as the basis of high-quality and safe education.

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 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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.833
Threshold uncertainty score0.173

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 science0.0010.000
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 head0.027
GPT teacher head0.327
Teacher spread0.301 · 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 teacher head, 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

Citations0
Published2025
Admission routes1
Has abstractyes

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