MétaCan
Menu
Back to cohort
Record W4416042183 · doi:10.5206/cie-eci.v54i2.17808

The Cultural Psychological Impact of Educators’ Identity on the Concept of International Mindedness in the International Baccalaureate Program

2025· article· en· W4416042183 on OpenAlexvenueno aff
Ineke Christine Oktavia Udju

Bibliographic record

VenueComparative and International Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsCollectivismIdentity (music)IndividualismDialecticInternational educationInternational schoolCultural identityIndividualistic culture

Abstract

fetched live from OpenAlex

This work examines the International Baccalaureate (IB) program’s concept of international-mindedness and its application to school cultures at the International School of Prague. Its objective is to analyze the concept of international-mindedness with three different levels of identifiers (educator-self, educator-self vs. students, educator-self vs. outside school environment) to express that the nebulous and equivocal educator identity in international school(s) is veritably more complex than what is defined by the IB. Two approaches to identity in individualist and collectivist societies will be discussed to understand the identity of educators. Based on interviews with four educators at the International School of Prague, this article shows that separating “international-mindedness” from “international” can create conflicting identities among educators, particularly between individualist and collectivist self-identities, and it ultimately concludes that no sole international mind exists due to the dialectical and exclusionary nature of various international-mind identifications.

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.761
Threshold uncertainty score0.228

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.124
GPT teacher head0.543
Teacher spread0.419 · 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 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueComparative and International EducationSame topicGlobal Education and MulticulturalismFrench-language works237,207