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Record W7113040784

Pedagogy of Moss Model in School Leadership Approaches for Indigenous 2SLGBTQ+ K–12 Students

2025· article· W7113040784 on OpenAlexaboutno aff

Bibliographic record

VenueScholarWorks (Walden University) · 2025
Typearticle
Language
FieldSocial Sciences
TopicEducation Discipline and Inequality
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousNature versus nurtureTraditional knowledgeQualitative researchHumanityPacific islandersConceptual frameworkCurriculum
DOInot available

Abstract

fetched live from OpenAlex

The research problem of the study was the insufficient knowledge regarding principals’ and assistant principals’ perceptions of their roles and needs in creating safe, decolonial, and culturally responsive educational environments for Indigenous 2SLGBTQ+ K–12 students in Northern Canadian communities. The purpose of this basic qualitative study was to explore the perceptions of school principals/assistant principals regarding their role and needs in creating safe, decolonial, and culturally responsive educational environments for Indigenous 2SLGBTQ+ K–12 students in Northern Canadian communities. Using tribal critical race theory and cis-heteronormative queer theory as the conceptual framework, semistructured interviews were conducted with 10 experienced principals/assistant principals. Qualitative content analysis was used employing deductive and inductive coding. Two themes emerged related to establishing culturally responsive educational environments for Indigenous 2SLGBTQ+ K–12 students in Northern Canadian communities: (a) honoring students’ humanity and (b) relational systemic growth. Honoring students’ humanity entails affirming Indigenous 2SLGBTQ+ identities, while relational systemic growth involves community-driven collaboration for decolonial, culturally responsive school environments. The findings support a possible model—the pedagogy of moss: A symbiotic growth model. The study’s findings offer insights into practices and supports needed to nurture responsive school environments for Indigenous 2SLGBTQ+ students, contributing to positive social change by nurturing resilience, empathy, and collective growth within Northern Canadian communities and beyond.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.706
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0010.001
Scholarly communication0.0000.002
Open science0.0020.000
Research integrity0.0010.001
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 head0.196
GPT teacher head0.392
Teacher spread0.196 · 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.

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

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