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Record W4410519411 · doi:10.37602/ijrehc.2025.6312

DEMOCRACY AS A CONSTITUENT ELEMENT OF EUROPE’S EDUCATIONAL HISTORY: HISTORICAL TRAJECTORY, THEORETICAL DIRECTIONS, AND CONTEMPORARY CHALLENGES

2025· article· en· W4410519411 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
KeywordsElement (criminal law)TrajectoryDemocracyPolitical scienceEpistemologyHistoryPhilosophyLawPhysicsPolitics

Abstract

fetched live from OpenAlex

The historical shaping of democratic education in Europe is not merely the outcome of political decisions or pedagogical doctrines; rather, it emerges as a complex and dynamic phenomenon unfolding within continuous social and political transformations. This study explores the trajectory of European education from the 18th century to the present-day proclamations advocating for democratic schools, focusing on the conceptual shifts in the notion of democracy itself and the ways in which it has been embedded as a core value within educational institutions. Education appears as a vital mechanism for social participation and the formation of citizenship, where theoretical approaches developed through historical inquiry are not presented as abstract models detached from their historical significance, but rather as enduring stakes and persistent forces shaping discourse around education interwoven with the dialectical evolution of social structures and democratic values. The analysis addresses the impact of World War II, the construction of the European Union, and the institutional efforts to enshrine democratic education, while also recording the contemporary contradictions of the educational system. The rise of technocratic models, the intensification of inequalities, the devaluation of the moral-political dimension of learning, and the school’s diminishing capacity to cultivate active citizenship reveal the shortcomings of a discourse that proclaims democracy but often undermines it in practice. The transition from the historical necessity of democratic education to the current societal challenges underscores the need for a critical redefinition of the relationship between education and democracy, aiming primarily at aligning education with the social and political developments of contemporary Europe.

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: none
Teacher disagreement score0.884
Threshold uncertainty score0.825

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.256
GPT teacher head0.468
Teacher spread0.211 · 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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