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Record W4410510610 · doi:10.37602/ijrehc.2025.6307

HISTORICAL OVERVIEW AND MODERN CHALLENGES IN TEACHER TRAINING IN EUROPE

2025· article· en· W4410510610 on OpenAlexaff
APOSTOLOS KARAOULAS

Bibliographic record

VenueInternational Journal of Research in Education Humanities and Commerce · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducator Training and Historical Pedagogy
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsTraining (meteorology)HistoryMathematics educationPsychologyGeography

Abstract

fetched live from OpenAlex

The continuous professional development of teachers constitutes a fundamental pillar for the progress and enhancement of every educational system. The educational process is in constant evolution, requiring teachers to maintain an unbroken link between theoretical knowledge and its practical application in the classroom, to adequately meet the demands of the modern school. This article focuses on the evolution of the teaching profession from the 18th century to the present day, emphasizing the importance of continuous professional training for teachers. The demand for ongoing training emerges as critical for effective education, as it is not sufficient for teachers merely to possess theoretical knowledge; they must also be capable of applying it directly and practically in their everyday teaching practices. The importance of continuous professional development becomes increasingly apparent considering the ongoing progress of society and technology, both of which directly impact the school environment and teaching methods. Since the Age of Enlightenment, when fundamental pedagogical concepts were developed and gradually established across Europe, education has undergone significant transformations. The establishment of scientific knowledge as a core tool of teaching, alongside the social and political reforms of the period, laid the foundations for the formation of the modern school. As technology and new scientific advancements continue to develop, education is called upon to integrate these changes to respond to contemporary needs. In today’s world, teachers are not merely transmitters of knowledge; they must continuously adapt their teaching practices based on developments in science and technology to meet the challenges of the 21st century. Professional training becomes essential for supporting educators in the implementation of innovative teaching practices, as well as for strengthening the interaction between theory and practice. Linking theoretical training with everyday educational practice is a crucial factor in enhancing the effectiveness of the educational system and in addressing the ever-increasing demands of modern society.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.724
Threshold uncertainty score0.644

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.574
GPT teacher head0.528
Teacher spread0.046 · 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 designNot applicable
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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