MétaCan
Menu
Back to cohort
Record W7086749773 · doi:10.25316/ir-20492

Leadership Approaches to International Mindedness in CAIS IBDP Boarding Schools

2025· dissertation· en· W7086749773 on OpenAlexaboutno aff

Bibliographic record

VenueVIUSpace (Vancouver Island University Library) · 2025
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicPlant Molecular Biology Research
Canadian institutionsnot available
Fundersnot available
KeywordsAccreditationWorkloadCultural diversityBoarding schoolSemi-structured interviewQualitative research

Abstract

fetched live from OpenAlex

International mindedness (IM) is crucial in education, promoting global perspectives, intercultural understanding, and responsible citizenship. This thesis examines leadership strategies for fostering IM in students attending Canadian boarding schools offering the International Baccalaureate Diploma Programme (IBDP) and accredited by the Canadian Accredited Independent Schools (CAIS). Despite existing research on IBDP, IM, and leadership, there is a gap in studies connecting these areas in the Canadian context. The study explores how school leaders promote IM, providing insights for policymakers, educators, and the community. It looks at strategies to integrate IM into school culture, curriculum, and community engagement, highlighting leadership's role in enhancing students' cultural competence, global engagement, and academic performance. Using a multiple-case study methodology, the research includes interviews with nine leaders from six of the eight CAIS IBDP boarding schools. Findings reveal themes of collaboration, inclusivity, empathy, and principled decision-making, while also identifying challenges like workload and social media influence. The thesis concludes that effective leadership in IM involves professional development, community engagement, and integrating IM into the school's mission and values. Keywords: international mindedness, leadership, boarding schools, International Baccalaureate Diploma Programme (IBDP), Canadian Accredited Independent Schools (CAIS)

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.267
Threshold uncertainty score0.532

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0140.008
Scholarly communication0.0070.001
Open science0.0010.003
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.059
GPT teacher head0.216
Teacher spread0.157 · 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 designQualitative
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 venueVIUSpace (Vancouver Island University Library)Same topicPlant Molecular Biology ResearchFrench-language works237,207